Article(id=1241718890519122199, tenantId=1146029695717560320, journalId=1146032081894723586, issueId=1241718870671675569, articleNumber=null, orderNo=null, doi=10.3981/j.issn.2097-0781.2022.04.002, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=research-article, receivedDate=1666540800000, receivedDateStr=2022-10-24, revisedDate=1668528000000, revisedDateStr=2022-11-16, acceptedDate=null, acceptedDateStr=null, onlineDate=1673884800000, onlineDateStr=2023-01-17, pubDate=1671465600000, pubDateStr=2022-12-20, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1673884800000, onlineIssueDateStr=2023-01-17, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1773978453517, creator=sys-migrate, updateTime=1773978453517, updator=sys-migrate, issue=Issue{id=1241718870671675569, tenantId=1146029695717560320, journalId=1146032081894723586, year='2022', volume='1', issue='4', pageStart='113', pageEnd='150', issueExtLink='null', onlineDate='null', pubDate='null', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=1, createTime=1773978448786, creator=sys-migrate, updateTime=1776075219003, updator=13041195026, preIssue=null, nextIssue=null, ext={EN=IssueExt(id=1250513362480742955, tenantId=1146029695717560320, journalId=1146032081894723586, issueId=1241718870671675569, language=EN, specialIssueTitle=Science and Technology Foresight, coverIllustrator=null, specialIssueEditor=null, specialIssueAbout=null), CN=IssueExt(id=1250513362480742956, tenantId=1146029695717560320, journalId=1146032081894723586, issueId=1241718870671675569, language=CN, specialIssueTitle=智能化弹药技术专刊, coverIllustrator=null, specialIssueEditor=null, specialIssueAbout=null)}, issueFiles=null}, startPage=18, endPage=39, ext={EN=ArticleExt(id=1241718896672174881, articleId=1241718890519122199, tenantId=1146029695717560320, journalId=1146032081894723586, language=EN, title=Review and Prospect on Cooperative Mission Planning Technology of Intelligent Munition Swarms, columnId=1149656489310208610, journalTitle=Science and Technology Foresight, columnName=Review and Commentary, runingTitle=null, highlight=null, articleAbstract=

Mission planning technology provides a vital technical support for intelligent munition swarms to successfully perform operational missions, accomplish cooperative operations, and promote the autonomy and intelligence of munition swarms. This paper summarizes the technical connotation and characteristics of cooperative mission planning technology of intelligent munition swarms and systematically reviews the development history and status of the technology from several perspectives, such as technology generation, project verification, theoretical methods, software/hardware environments, and verification methods. Then, according to task requirements of intelligent munition swarms for actual combat, the current technical challenges and the future research directions concerning the cooperative mission planning technology of munition swarms are discussed in terms of theoretical algorithms, autonomous and controllable software/hardware, and test platforms. Finally, some development suggestions on cooperative mission planning technology of intelligent munition swarms in China are given.

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任务规划技术是智能弹群遂行作战任务，实现协同作战，提升弹群自主化、智能化水平的重要技术保障。文章总结了智能弹群协同任务规划技术内涵与特点；从技术划代、项目验证、理论方法、软硬件环境及验证方法等方面，系统梳理弹群协同任务规划技术发展历程与现状。面向智能弹群实战化任务需求，重点从理论算法、自主可控软硬件、验证平台等方面，分析总结了弹群协同任务规划技术当前面临的挑战与未来研究方向。最后，提出了中国智能弹群协同任务规划技术的发展建议。

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2.飞行器动力学与控制教育部重点实验室，北京 100081, bio={"img":"WJxg041Gc3brxPCr6c/Dew==","content":"

龙腾，北京理工大学长聘教授，博士研究生导师，国家“万人计划”青年拔尖人才。北京理工大学宇航学院党委书记兼常务副院长；中国宇航学会副秘书长、中国航空教育学会常务理事、“飞行器动力学与控制”教育部重点实验室主任、中央军委科学技术委员会某飞行器主题专家组成员、某集群装备项目副总设计师；中国兵工学会火箭导弹专业委员会委员、中国宇航学会飞行器任务规划专业委员会委员、中国指挥与控制学会集群智能与协同控制专业委员会委员；《北京理工大学学报》《战术导弹技术》《指挥与控制学报》、Space: Science & Technology等期刊编委。长期从事飞行器多学科设计优化、集群协同规划控制、跨域智能飞行器等领域的理论研究与技术攻关。获中国兵工学会青年科技奖、国防技术发明奖二等奖、航空科学基金优秀成果奖、中国机械工程学会优秀论文奖、CJA高影响力论文奖等。发表论文100余篇，获授权发明专利25项。电子信箱：tenglong@bit.edu.cn。

"}, bioImg=WJxg041Gc3brxPCr6c/Dew==, bioContent=

龙腾，北京理工大学长聘教授，博士研究生导师，国家“万人计划”青年拔尖人才。北京理工大学宇航学院党委书记兼常务副院长；中国宇航学会副秘书长、中国航空教育学会常务理事、“飞行器动力学与控制”教育部重点实验室主任、中央军委科学技术委员会某飞行器主题专家组成员、某集群装备项目副总设计师；中国兵工学会火箭导弹专业委员会委员、中国宇航学会飞行器任务规划专业委员会委员、中国指挥与控制学会集群智能与协同控制专业委员会委员；《北京理工大学学报》《战术导弹技术》《指挥与控制学报》、Space: Science & Technology等期刊编委。长期从事飞行器多学科设计优化、集群协同规划控制、跨域智能飞行器等领域的理论研究与技术攻关。获中国兵工学会青年科技奖、国防技术发明奖二等奖、航空科学基金优秀成果奖、中国机械工程学会优秀论文奖、CJA高影响力论文奖等。发表论文100余篇，获授权发明专利25项。电子信箱：tenglong@bit.edu.cn。

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orderNo=4, keyword=试验验证), Keyword(id=1241718929974948740, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, language=CN, orderNo=5, keyword=协同作战)], refs=[Reference(id=1241718933498164129, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2012, volume=30, issue=16, pageStart=1, pageEnd=null, url=null, language=null, rfNumber=[1], rfOrder=0, authorNames=杨绍卿, journalName=科技导报, refType=null, unstructuredReference=杨绍卿. 武器装备的新宠——智能弹药[J]. 科技导报, 2012, 30(16): 1., articleTitle=武器装备的新宠——智能弹药, refAbstract=null), Reference(id=1241718933556884386, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2020, volume=null, issue=6, pageStart=1, pageEnd=6, url=null, language=null, rfNumber=[2], rfOrder=1, authorNames=邹汝平, 孙静, 刘大卫, journalName=战术导弹技术, refType=null, unstructuredReference=邹汝平, 孙静, 刘大卫, 等. 智能弹药集群协同作战关键技术研究[J]. 战术导弹技术, 2020(6): 1-6., articleTitle=智能弹药集群协同作战关键技术研究, refAbstract=null), Reference(id=1241718933640770467, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2020, volume=null, issue=4, pageStart=58, pageEnd=63, url=null, language=null, rfNumber=[3], rfOrder=2, authorNames=李辉, 方丹, 高伟伟, journalName=战术导弹技术, refType=null, unstructuredReference=李辉, 方丹, 高伟伟, 等. 巡飞弹蜂群关键技术与战术构想研究[J]. 战术导弹技术, 2020(4): 58-63., articleTitle=巡飞弹蜂群关键技术与战术构想研究, refAbstract=null), Reference(id=1241718933699490724, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2019, volume=39, issue=4, pageStart=69, pageEnd=72, url=null, language=null, rfNumber=[4], rfOrder=3, authorNames=张延风, 张士峰, 周建, journalName=弹箭与制导学报, refType=null, unstructuredReference=张延风, 张士峰, 周建, 等. 陆军精确打击火力发展研究[J]. 弹箭与制导学报, 2019, 39(4): 69-72., articleTitle=陆军精确打击火力发展研究, refAbstract=null), Reference(id=1241718933754016677, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.7527/S1000-6893.2013.0500, pmid=null, pmcid=null, year=2014, volume=35, issue=3, pageStart=593, pageEnd=606, url=null, language=null, rfNumber=[5], rfOrder=4, authorNames=沈林成, 陈璟, 王楠, journalName=航空学报, refType=null, unstructuredReference=沈林成, 陈璟, 王楠. 飞行器任务规划技术综述[J]. 航空学报, 2014, 35(3): 593-606., articleTitle=飞行器任务规划技术综述, refAbstract=任务规划是各类飞行器尤其是军用飞行器成功遂行任务的有效支撑和重要保证。首先，介绍了飞行器任务规划的基本概念；其次，系统地分析和梳理了任务规划技术的体系结构，从研究方法及对象的角度，将其归纳为面向多飞行器任务分配及协同的行动规划、面向飞行器战术动作实施方法设计的战术动作规划和面向飞行路径生成的航线/轨迹规划3个层次；随后，阐述了国内外飞行器任务规划各层次的研究现状，在问题建模与求解上所形成的代表性方法及其特点，以及飞行器任务规划在军事领域的应用现状；最后，论述了飞行器任务规划的关键技术及发展趋势。), Reference(id=1241718933812736934, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=https://www.globalsecurity.org/military/systems/aircraft/systems/an-tyq-77.htm, language=null, rfNumber=[6], rfOrder=5, authorNames=null, journalName=null, refType=null, unstructuredReference=AN/TYQ-77 Aviation mission planning system (AMPS)[EB/OL]. (2011-07-07)[2022-06-14]. https://www.globalsecurity.org/military/systems/aircraft/systems/an-tyq-77.htm., articleTitle=AN/TYQ-77 Aviation mission planning system (AMPS), refAbstract=null), Reference(id=1241718933875651495, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=1996, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[7], rfOrder=6, authorNames=Leavitt C A, journalName=Real-time in-flight planning, refType=null, unstructuredReference=Leavitt C A. Real-time in-flight planning[C]// Proceedings of the IEEE National Aerospace and Electronics Conference. Piscataway: IEEE Press, 1996., articleTitle=null, refAbstract=null), Reference(id=1241718933942760360, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=https://www163com/dy/article/FMGSITBO0511DV4Hhtml, language=null, rfNumber=[8], rfOrder=7, authorNames=null, journalName=null, refType=null, unstructuredReference=“小精灵”项目: 美军增加第四阶段工作, 聚焦作战能力模拟演示！[EB/OL].(2020-09-14)[2022-06-14]. https://www163com/dy/article/FMGSITBO0511DV4Hhtml., articleTitle=“小精灵”项目: 美军增加第四阶段工作, 聚焦作战能力模拟演示！, refAbstract=null), Reference(id=1241718934005674921, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2018, volume=1, issue=3, pageStart=59, pageEnd=66, url=null, language=null, rfNumber=[9], rfOrder=8, authorNames=李磊, 王彤, 蒋琪, journalName=无人系统技术, refType=null, unstructuredReference=李磊, 王彤, 蒋琪. 美国CODE项目推进分布式协同作战发展[J]. 无人系统技术, 2018, 1(3): 59-66., articleTitle=美国CODE项目推进分布式协同作战发展, refAbstract=null), Reference(id=1241718934064395178, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=https://wwwsohucom/na/464452579_358040, language=null, rfNumber=[10], rfOrder=9, authorNames=null, journalName=null, refType=null, unstructuredReference=“进攻性蜂群使能战术(OFFSET)”项目: 未来战场“人类+蜂群”协同作战[EB/OL]. (2021-05-04)[2022-06-14]. https://wwwsohucom/na/464452579_358040., articleTitle=“进攻性蜂群使能战术(OFFSET)”项目: 未来战场“人类+蜂群”协同作战, refAbstract=null), Reference(id=1241718934144086955, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=https://milnewssinacomcn/world/2021-07-26/doc-ikqcfnca9089277shtml, language=null, rfNumber=[11], rfOrder=10, authorNames=null, journalName=null, refType=null, unstructuredReference=下一代智能弹药: 美军“金帐汗国”弹药蜂群项目概况[EB/OL]. (2021-07-26)[2022-06-14]. https://milnewssinacomcn/world/2021-07-26/doc-ikqcfnca9089277shtml., articleTitle=下一代智能弹药: 美军“金帐汗国”弹药蜂群项目概况, refAbstract=null), Reference(id=1241718934223778732, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=http://mthepapercn/quickApp_jumpjsp?contid=1705747, language=null, rfNumber=[12], rfOrder=11, authorNames=null, journalName=null, refType=null, unstructuredReference=119架！中国再次刷新固定翼无人机集群试验纪录[EB/OL]. (2017-06-10)[2022-06-14]. http://mthepapercn/quickApp_jumpjsp?contid=1705747., articleTitle=119架！中国再次刷新固定翼无人机集群试验纪录, refAbstract=null), Reference(id=1241718934286693293, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=https://www163com/war/article/FPHNFE5U000181KThtml, language=null, rfNumber=[13], rfOrder=12, authorNames=null, journalName=null, refType=null, unstructuredReference=后来居上,中国无人机“蜂群”攻击技术快速发展[EB/OL]. (2020-10-22)[2022-06-14]. https://www163com/war/article/FPHNFE5U000181KThtml., articleTitle=后来居上,中国无人机“蜂群”攻击技术快速发展, refAbstract=null), Reference(id=1241718934366385070, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1177/0278364904045564, pmid=null, pmcid=null, year=2004, volume=23, issue=9, pageStart=939, pageEnd=954, url=http://journals.sagepub.com/doi/10.1177/0278364904045564, language=null, rfNumber=[14], rfOrder=13, authorNames=Gerkey B P, Matarić M J, journalName=The International Journal of Robotics Research, refType=null, unstructuredReference=Gerkey B P, Matarić M J. A formal analysis and taxonomy of task allocation in multi-robot systems[J]. The International Journal of Robotics Research, 2004, 23(9): 939-954., articleTitle=A formal analysis and taxonomy of task allocation in multi-robot systems, refAbstract=null), Reference(id=1241718934420911023, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2020, volume=100, issue=2, pageStart=615, pageEnd=627, url=null, language=null, rfNumber=[15], rfOrder=14, authorNames=Ye F, Chen J, Tian Y, journalName=Journal of Intelligent & Robotic Systems, refType=null, unstructuredReference=Ye F, Chen J, Tian Y, et al. Cooperative multiple task assignment of heterogeneous uavs using a modified genetic algorithm with multi-type-gene chromosome encoding strategy[J]. Journal of Intelligent & Robotic Systems, 2020, 100(2): 615-627., articleTitle=Cooperative multiple task assignment of heterogeneous uavs using a modified genetic algorithm with multi-type-gene chromosome encoding strategy, refAbstract=null), Reference(id=1241718934504797104, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2021, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[16], rfOrder=15, authorNames=Skaltsis G M, Shin H S, Tsourdos A, journalName=A survey of task allocation techniques in MAS, refType=null, unstructuredReference=Skaltsis G M, Shin H S, Tsourdos A. A survey of task allocation techniques in MAS[C]// 2021 International Conference on Unmanned Aircraft Systems (ICUAS). Piscataway: IEEE Press, 2021., articleTitle=null, refAbstract=null), Reference(id=1241718934580294577, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2019, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[17], rfOrder=16, authorNames=Samiei A, Ismail S, Sun L, journalName=Cluster-based hungarian approach to task allocation for unmanned aerial vehicles, refType=null, unstructuredReference=Samiei A, Ismail S, Sun L. Cluster-based hungarian approach to task allocation for unmanned aerial vehicles[C]// 2019 IEEE National Aerospace and Electronics Conference (NAECON). Piscataway: IEEE Press, 2019., articleTitle=null, refAbstract=null), Reference(id=1241718934647403442, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2018, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[18], rfOrder=17, authorNames=Xu G T, Li L, Long T, journalName=Cooperative multiple task assignment considering precedence constraints using multi-chromosome encoded genetic algorithm, refType=null, unstructuredReference=Xu G T, Li L, Long T, et al. Cooperative multiple task assignment considering precedence constraints using multi-chromosome encoded genetic algorithm[C]// Proceedings of the 2018 AIAA Guidance, Navigation, and Control Conference. Reston: AIAA, 2018., articleTitle=null, refAbstract=null), Reference(id=1241718934710318003, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2008, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[19], rfOrder=18, authorNames=Zavlanos M M, Spesivtsev L, Pappas G J, journalName=A distributed auction algorithm for the assignment problem, refType=null, unstructuredReference=Zavlanos M M, Spesivtsev L, Pappas G J. A distributed auction algorithm for the assignment problem[C]// 2008 47th IEEE Conference on Decision and Control. Piscataway: IEEE Press, 2008., articleTitle=null, refAbstract=null), Reference(id=1241718934790009780, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1016/S0167-8191(05)80062-6, pmid=null, pmcid=null, year=1991, volume=17, issue=6-7, pageStart=707, pageEnd=732, url=https://linkinghub.elsevier.com/retrieve/pii/S0167819105800626, language=null, rfNumber=[20], rfOrder=19, authorNames=Castañon D D, journalName=Parallel Computing, refType=null, unstructuredReference=Castañon D D. Parallel synchronous and asynchronous[J]. Parallel Computing, 1991, 17(6-7): 707-732., articleTitle=Parallel synchronous and asynchronous, refAbstract=null), Reference(id=1241718934852924341, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1109/TRO.2009.2022423, pmid=null, pmcid=null, year=2009, volume=25, issue=4, pageStart=912, pageEnd=926, url=http://ieeexplore.ieee.org/document/5072249/, language=null, rfNumber=[21], rfOrder=20, authorNames=Choi H L, Brunet L, How J P, journalName=IEEE Transactions on Robotics, refType=null, unstructuredReference=Choi H L, Brunet L, How J P. Consensus-based decentralized auctions for robust task allocation[J]. IEEE Transactions on Robotics, 2009, 25(4): 912-926., articleTitle=Consensus-based decentralized auctions for robust task allocation, refAbstract=null), Reference(id=1241718934915838902, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2010, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[22], rfOrder=21, authorNames=Johnson L, Ponda S, Choi H L, journalName=Improving the efficiency of a decentralized tasking algorithm for uav teams with asynchronous communications, refType=null, unstructuredReference=Johnson L, Ponda S, Choi H L, et al. Improving the efficiency of a decentralized tasking algorithm for uav teams with asynchronous communications[C]// Proceedings of the AIAA Guidance, Navigation, and Control Conference. Reston: AIAA, 2010., articleTitle=null, refAbstract=null), Reference(id=1241718934987142071, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2014, volume=29, issue=6, pageStart=1027, pageEnd=1034, url=null, language=null, rfNumber=[23], rfOrder=22, authorNames=刘刚, 王瑛, 张发, journalName=控制与决策, refType=null, unstructuredReference=刘刚, 王瑛, 张发, 等. 合同网协议协商机制收敛性与收敛速率分析[J]. 控制与决策, 2014, 29(6): 1027-1034., articleTitle=合同网协议协商机制收敛性与收敛速率分析, refAbstract=null), Reference(id=1241718935050056632, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2016, volume=null, issue=null, pageStart=221, pageEnd=null, url=null, language=null, rfNumber=[24], rfOrder=23, authorNames=Johnson L, Choi H L, How J P, journalName=The hybrid information and plan consensus algorithm with imperfect situational awareness, refType=null, unstructuredReference=Johnson L, Choi H L, How J P. The hybrid information and plan consensus algorithm with imperfect situational awareness[M]//Distributed Autonomous Robotic Systems. Berlin: Springer, 2016: 221-233., articleTitle=null, refAbstract=null), Reference(id=1241718935112971193, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1109/TCYB.2015.2418052, pmid=null, pmcid=null, year=2015, volume=46, issue=4, pageStart=902, pageEnd=915, url=http://ieeexplore.ieee.org/document/7084641/, language=null, rfNumber=[25], rfOrder=24, authorNames=Zhao W, Meng Q, Chung P W, journalName=IEEE Transactions on Cybernetics, refType=null, unstructuredReference=Zhao W, Meng Q, Chung P W. A heuristic distributed task allocation method for multivehicle multitask problems and its application to search and rescue scenario[J]. IEEE Transactions on Cybernetics, 2015, 46(4): 902-915., articleTitle=A heuristic distributed task allocation method for multivehicle multitask problems and its application to search and rescue scenario, refAbstract=null), Reference(id=1241718935184274362, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2021, volume=null, issue=9, pageStart=35088, pageEnd=35100, url=null, language=null, rfNumber=[26], rfOrder=25, authorNames=Mazdin P, Rinner B, journalName=IEEE Access, refType=null, unstructuredReference=Mazdin P, Rinner B. Distributed and communication-aware coalition formation and task assignment in multi-robot systems[J]. IEEE Access, 2021(9): 35088-35100., articleTitle=Distributed and communication-aware coalition formation and task assignment in multi-robot systems, refAbstract=null), Reference(id=1241718935255577531, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2018, volume=40, issue=7, pageStart=1491, pageEnd=1497, url=null, language=null, rfNumber=[27], rfOrder=26, authorNames=符小卫, 冯鹏, 高晓光, journalName=系统工程与电子技术, refType=null, unstructuredReference=符小卫, 冯鹏, 高晓光, 等. 通信延迟约束下多无人机任务指派冲突消解[J]. 系统工程与电子技术, 2018, 40(7): 1491-1497., articleTitle=通信延迟约束下多无人机任务指派冲突消解, refAbstract=null), Reference(id=1241718935326880700, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2021, volume=null, issue=5, pageStart=1, pageEnd=14, url=null, language=null, rfNumber=[28], rfOrder=27, authorNames=Wang N, Li Z, Liang X, journalName=Mathematical Problems in Engineering, refType=null, unstructuredReference=Wang N, Li Z, Liang X, et al. Cooperative target search of UAV swarm with communication distance constraint[J]. Mathematical Problems in Engineering, 2021(5): 1-14., articleTitle=Cooperative target search of UAV swarm with communication distance constraint, refAbstract=null), Reference(id=1241718935385600957, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1007/s10514-019-09828-5, pmid=null, pmcid=null, year=2020, volume=44, issue=3, pageStart=547, pageEnd=584, url=https://doi.org/10.1007/s10514-019-09828-5, language=null, rfNumber=[29], rfOrder=28, authorNames=Otte M, Kuhlman M J, Sofge D, journalName=Autonomous Robots, refType=null, unstructuredReference=Otte M, Kuhlman M J, Sofge D. Auctions for multi-robot task allocation in communication limited environments[J]. Autonomous Robots, 2020, 44(3): 547-584., articleTitle=Auctions for multi-robot task allocation in communication limited environments, refAbstract=null), Reference(id=1241718936849413054, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=1996, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[30], rfOrder=29, authorNames=Szczerba R J, journalName=New cell decomposition techniques for planning optimal paths, refType=null, unstructuredReference=Szczerba R J. New cell decomposition techniques for planning optimal paths[D]. Notre Dame: University of Notre Dame, 1996., articleTitle=null, refAbstract=null), Reference(id=1241718936929104831, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2007, volume=null, issue=1, pageStart=297, pageEnd=300, url=null, language=null, rfNumber=[31], rfOrder=30, authorNames=穆中林, 鲁艺, 任波, journalName=弹箭与制导学报, refType=null, unstructuredReference=穆中林, 鲁艺, 任波, 等. 基于改进A*算法的无人机航路规划方法研究[J]. 弹箭与制导学报, 2007(1): 297-300., articleTitle=基于改进A*算法的无人机航路规划方法研究, refAbstract=null), Reference(id=1241718936987825088, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2005, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[32], rfOrder=31, authorNames=Richards A, How J, journalName=Decentralized model predictive control of cooperating UAVs, refType=null, unstructuredReference=Richards A, How J. Decentralized model predictive control of cooperating UAVs[C]// 2004 43rd IEEE Conference on Decision and Control (CDC). Piscataway: IEEE Press, 2005., articleTitle=null, refAbstract=null), Reference(id=1241718937050739649, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=1986, volume=5, issue=1, pageStart=90, pageEnd=98, url=null, language=null, rfNumber=[33], rfOrder=32, authorNames=Khatib O, journalName=The International Journal of Robotics Research, refType=null, unstructuredReference=Khatib O. Real-time obstacle avoidance for manipulators and mobile robots[J]. The International Journal of Robotics Research, 1986, 5(1): 90-98., articleTitle=Real-time obstacle avoidance for manipulators and mobile robots, refAbstract=null), Reference(id=1241718937117848514, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2019, volume=18, issue=1, pageStart=76, pageEnd=83, url=null, language=null, rfNumber=[34], rfOrder=33, authorNames=杨萌, 王玥, journalName=导航与控制, refType=null, unstructuredReference=杨萌, 王玥. 基于改进人工势场法的无人机避让航迹规划[J]. 导航与控制, 2019, 18(1): 76-83., articleTitle=基于改进人工势场法的无人机避让航迹规划, refAbstract=null), Reference(id=1241718937218511811, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1243/09544100JAERO665, pmid=null, pmcid=null, year=2010, volume=224, issue=11, pageStart=1229, pageEnd=1242, url=http://journals.sagepub.com/doi/10.1243/09544100JAERO665, language=null, rfNumber=[35], rfOrder=34, authorNames=Lin C, Li Y, Aouf N, journalName=Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, refType=null, unstructuredReference=Lin C, Li Y, Aouf N. Potential-field-based evolutionary route planner for the control of multiple unmanned aerial vehicles[J]. Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, 2010, 224(11): 1229-1242., articleTitle=Potential-field-based evolutionary route planner for the control of multiple unmanned aerial vehicles, refAbstract=null), Reference(id=1241718937285620676, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2018, volume=43, issue=11, pageStart=119, pageEnd=122, url=null, language=null, rfNumber=[36], rfOrder=35, authorNames=卢艳军, 李月茹, journalName=火力与指挥控制, refType=null, unstructuredReference=卢艳军, 李月茹. 基于改进人工势场法的四旋翼飞行器航迹规划[J]. 火力与指挥控制, 2018, 43(11): 119-122., articleTitle=基于改进人工势场法的四旋翼飞行器航迹规划, refAbstract=null), Reference(id=1241718937352729541, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2009, volume=54, issue=1-3, pageStart=495, pageEnd=510, url=null, language=null, rfNumber=[37], rfOrder=36, authorNames=Allaire F O C J, Tarbouchi M, Labonté G, journalName=Journal of Intelligent & Robotic Systems, refType=null, unstructuredReference=Allaire F O C J, Tarbouchi M, Labonté G, et al. Fpga implementation of genetic algorithm for UAV real-time path planning[J]. Journal of Intelligent & Robotic Systems, 2009, 54(1-3): 495-510., articleTitle=Fpga implementation of genetic algorithm for UAV real-time path planning, refAbstract=null), Reference(id=1241718937424032710, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2008, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[38], rfOrder=37, authorNames=Jennings A L, Ordonez R, Ceccarelli N, journalName=An ant colony optimization using training data applied to UAV way point path planning in wind, refType=null, unstructuredReference=Jennings A L, Ordonez R, Ceccarelli N. An ant colony optimization using training data applied to UAV way point path planning in wind[C]// 2008 IEEE Swarm Intelligence Symposium. Piscataway: IEEE Press, 2008., articleTitle=null, refAbstract=null), Reference(id=1241718937495335879, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2014, volume=21, issue=5, pageStart=1, pageEnd=5, url=null, language=null, rfNumber=[39], rfOrder=38, authorNames=于成龙, 刘莉, 王祝, journalName=电光与控制, refType=null, unstructuredReference=于成龙, 刘莉, 王祝, 等. 基于物理规划的无人机多目标航迹规划[J]. 电光与控制, 2014, 21(5): 1-5., articleTitle=基于物理规划的无人机多目标航迹规划, refAbstract=null), Reference(id=1241718937562444744, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2009, volume=6, issue=4, pageStart=271, pageEnd=290, url=null, language=null, rfNumber=[40], rfOrder=39, authorNames=Foo J L, Knutzon J, Kalivarapu V, journalName=Journal of Aerospace Computing Information & Communication, refType=null, unstructuredReference=Foo J L, Knutzon J, Kalivarapu V, et al. Path planning of unmanned aerial vehicles using B-splines and particle swarm optimization[J]. Journal of Aerospace Computing Information & Communication, 2009, 6(4): 271-290., articleTitle=Path planning of unmanned aerial vehicles using B-splines and particle swarm optimization, refAbstract=null), Reference(id=1241718937633747913, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2012, volume=42, issue=9, pageStart=1016, pageEnd=1036, url=null, language=null, rfNumber=[41], rfOrder=40, authorNames=黄国强, 陆宇平, 南英, journalName=中国科学: 技术科学, refType=null, unstructuredReference=黄国强, 陆宇平, 南英. 飞行器轨迹优化数值算法综述[J]. 中国科学: 技术科学, 2012, 42(9): 1016-1036., articleTitle=飞行器轨迹优化数值算法综述, refAbstract=null), Reference(id=1241718937721828298, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.2514/1.61339, pmid=null, pmcid=null, year=2014, volume=37, issue=2, pageStart=466, pageEnd=483, url=https://arc.aiaa.org/doi/10.2514/1.61339, language=null, rfNumber=[42], rfOrder=41, authorNames=Kamyar R, Taheri E, journalName=Journal of Guidance, Control, and Dynamics, refType=null, unstructuredReference=Kamyar R, Taheri E. Aircraft optimal terrain/threat-based trajectory planning and control[J]. Journal of Guidance, Control, and Dynamics, 2014, 37(2): 466-483., articleTitle=Aircraft optimal terrain/threat-based trajectory planning and control, refAbstract=null), Reference(id=1241718937780548555, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2009, volume=45, issue=10, pageStart=54, pageEnd=55, url=null, language=null, rfNumber=[43], rfOrder=42, authorNames=陈家照, 张中位, 徐福后, journalName=计算机工程与应用, refType=null, unstructuredReference=陈家照, 张中位, 徐福后. 改进的概率路径图法[J]. 计算机工程与应用, 2009, 45(10): 54-55., articleTitle=改进的概率路径图法, refAbstract=null), Reference(id=1241718937843463116, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1007/s10514-012-9275-2, pmid=null, pmcid=null, year=2012, volume=32, issue=4, pageStart=385, pageEnd=403, url=http://link.springer.com/10.1007/s10514-012-9275-2, language=null, rfNumber=[44], rfOrder=43, authorNames=Desaraju V R, How J P, journalName=Autonomous Robots, refType=null, unstructuredReference=Desaraju V R, How J P. Decentralized path planning for multi-agent teams with complex constraints[J]. Autonomous Robots, 2012, 32(4): 385-403., articleTitle=Decentralized path planning for multi-agent teams with complex constraints, refAbstract=null), Reference(id=1241718937897989069, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.2514/1.G004446, pmid=null, pmcid=null, year=2020, volume=43, issue=1, pageStart=96, pageEnd=110, url=https://arc.aiaa.org/doi/10.2514/1.G004446, language=null, rfNumber=[45], rfOrder=44, authorNames=Marchidan A, Bakolas E, journalName=Journal of Guidance Control and Dynamics, refType=null, unstructuredReference=Marchidan A, Bakolas E. Collision avoidance for an unmanned aerial vehicle in the presence of static and moving obstacles[J]. Journal of Guidance Control and Dynamics, 2020, 43(1): 96-110., articleTitle=Collision avoidance for an unmanned aerial vehicle in the presence of static and moving obstacles, refAbstract=null), Reference(id=1241718937965097934, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1109/TRO.2018.2853613, pmid=null, pmcid=null, year=2018, volume=34, issue=4, pageStart=856, pageEnd=869, url=https://ieeexplore.ieee.org/document/8424034/, language=null, rfNumber=[46], rfOrder=45, authorNames=Hönig W, Preiss J A, Kumar T S, journalName=IEEE Transactions on Robotics, refType=null, unstructuredReference=Hönig W, Preiss J A, Kumar T S, et al. Trajectory planning for quadrotor swarms[J]. IEEE Transactions on Robotics, 2018, 34(4): 856-869., articleTitle=Trajectory planning for quadrotor swarms, refAbstract=null), Reference(id=1241718938040595407, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1109/TRO.2019.2926390, pmid=null, pmcid=null, year=2019, volume=35, issue=6, pageStart=1287, pageEnd=1306, url=https://ieeexplore.ieee.org/document/8811597/, language=null, rfNumber=[47], rfOrder=46, authorNames=Ding W, Gao W, Wang K, journalName=IEEE Transactions on Robotics, refType=null, unstructuredReference=Ding W, Gao W, Wang K, et al. An efficient B-spline-based kinodynamic replanning framework for quadrotors[J]. IEEE Transactions on Robotics, 2019, 35(6): 1287-1306., articleTitle=An efficient B-spline-based kinodynamic replanning framework for quadrotors, refAbstract=null), Reference(id=1241718938099315664, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2002, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[48], rfOrder=47, authorNames=Richards A, How J P, journalName=Aircraft trajectory planning with collision avoidance using mixed integer linear programming, refType=null, unstructuredReference=Richards A, How J P. Aircraft trajectory planning with collision avoidance using mixed integer linear programming[C]// Proceedings of the 2002 American Control Conference. Piscataway: IEEE Press, 2002., articleTitle=null, refAbstract=null), Reference(id=1241718938170618833, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1016/j.jocs.2019.04.007, pmid=null, pmcid=null, year=2019, volume=34, issue=null, pageStart=11, pageEnd=32, url=null, language=null, rfNumber=[49], rfOrder=48, authorNames=Delkhosh M, Parand K, journalName=Journal of Computational Science, refType=null, unstructuredReference=Delkhosh M, Parand K. Generalized pseudospectral method: Theory and applications[J]. Journal of Computational Science, 2019, 34: 11-32., articleTitle=Generalized pseudospectral method: Theory and applications, refAbstract=In this study, we provide a new method, namely the Generalized Pseudospectral Method (GPM), for solving the linear and nonlinear ordinary/partial differential equations. Initially, we introduce a new class of functions, namely the Generalized Lagrange Functions (GLFs), so that they satisfy in the property of the Kronecker delta at the collocation points. Then, for these GLFs, the differentiation matrix of D-(1) is calculated. Also, it is shown that by using D-(1) and a generalized theorem, all differentiation matrices of D-(m) for all m is an element of N can be calculated, that is, we have generalized the classical Lagrange theorem for this new class of functions. Finally, in order to demonstrate the efficiency and convergence of the GPM, some well-known linear and nonlinear differential equations, which are applicable in engineering and applied sciences, are investigated based on many classes of the collocation points. (C) 2019 Elsevier B.V.), Reference(id=1241718938233533394, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1109/LRA.2018.2890572, pmid=null, pmcid=null, year=2019, volume=4, issue=2, pageStart=375, pageEnd=382, url=https://ieeexplore.ieee.org/document/8598938/, language=null, rfNumber=[50], rfOrder=49, authorNames=Luis C E, Schoellig A P, journalName=IEEE Robotics and Automation Letters, refType=null, unstructuredReference=Luis C E, Schoellig A P. Trajectory generation for multiagent point-to-point transitions via distributed model predictive control[J]. IEEE Robotics and Automation Letters, 2019, 4(2): 375-382., articleTitle=Trajectory generation for multiagent point-to-point transitions via distributed model predictive control, refAbstract=null), Reference(id=1241718938300642259, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.2514/1.31159, pmid=null, pmcid=null, year=2008, volume=31, issue=3, pageStart=674, pageEnd=688, url=https://arc.aiaa.org/doi/10.2514/1.31159, language=null, rfNumber=[51], rfOrder=50, authorNames=Karelahti J, Virtanen K, Öström J, journalName=Journal of Guidance, Control, and Dynamics, refType=null, unstructuredReference=Karelahti J, Virtanen K, Öström J. Automated generation of realistic near-optimal aircraft trajectories[J]. Journal of Guidance, Control, and Dynamics, 2008, 31(3): 674-688., articleTitle=Automated generation of realistic near-optimal aircraft trajectories, refAbstract=null), Reference(id=1241718938371945428, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2014, volume=35, issue=9, pageStart=1022, pageEnd=1029, url=null, language=null, rfNumber=[52], rfOrder=51, authorNames=白瑞光, 孙鑫, 陈秋双, journalName=宇航学报, refType=null, unstructuredReference=白瑞光, 孙鑫, 陈秋双, 等. 基于Gauss伪谱法的多UAV协同航迹规划[J]. 宇航学报, 2014, 35(9): 1022-1029., articleTitle=基于Gauss伪谱法的多UAV协同航迹规划, refAbstract=null), Reference(id=1241718938447442901, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2011, volume=32, issue=7, pageStart=1240, pageEnd=1251, url=null, language=null, rfNumber=[53], rfOrder=52, authorNames=张煜, 张万鹏, 陈璟, journalName=航空学报, refType=null, unstructuredReference=张煜, 张万鹏, 陈璟, 等. 基于Gauss伪谱法的UCAV对地攻击武器投放轨迹规划[J]. 航空学报, 2011, 32(7): 1240-1251., articleTitle=基于Gauss伪谱法的UCAV对地攻击武器投放轨迹规划, refAbstract=null), Reference(id=1241718938522940374, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2021, volume=null, issue=9, pageStart=60668, pageEnd=60681, url=null, language=null, rfNumber=[54], rfOrder=53, authorNames=Shao S, He C, Zhao Y, journalName=IEEE Access, refType=null, unstructuredReference=Shao S, He C, Zhao Y, et al. Efficient trajectory planning for UAVs using hierarchical optimization[J]. IEEE Access, 2021(9): 60668-60681., articleTitle=Efficient trajectory planning for UAVs using hierarchical optimization, refAbstract=null), Reference(id=1241718938598437847, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1016/j.arcontrol.2021.04.013, pmid=null, pmcid=null, year=2021, volume=52, issue=null, pageStart=282, pageEnd=315, url=https://linkinghub.elsevier.com/retrieve/pii/S1367578821000377, language=null, rfNumber=[55], rfOrder=54, authorNames=Malyuta D, Yu Y, Elango P, journalName=Annual Reviews in Control, refType=null, unstructuredReference=Malyuta D, Yu Y, Elango P, et al. Advances in trajectory optimization for space vehicle control[J]. Annual Reviews in Control, 2021, 52: 282-315., articleTitle=Advances in trajectory optimization for space vehicle control, refAbstract=null), Reference(id=1241718938661352408, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1002/rnc.683, pmid=null, pmcid=null, year=2002, volume=12, issue=2, pageStart=207, pageEnd=242, url=https://onlinelibrary.wiley.com/doi/10.1002/rnc.683, language=null, rfNumber=[56], rfOrder=55, authorNames=Tillerson M, Inalhan G, How J P, journalName=International Journal of Robust and Nonlinear Control, refType=null, unstructuredReference=Tillerson M, Inalhan G, How J P. Coordination and control of distributed spacecraft systems using convex optimization techniques[J]. International Journal of Robust and Nonlinear Control, 2002, 12(2): 207-242., articleTitle=Coordination and control of distributed spacecraft systems using convex optimization techniques, refAbstract=null), Reference(id=1241718938749432793, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.2514/1.G000882, pmid=null, pmcid=null, year=2015, volume=38, issue=11, pageStart=2067, pageEnd=2083, url=https://arc.aiaa.org/doi/10.2514/1.G000882, language=null, rfNumber=[57], rfOrder=56, authorNames=Eren U, Dueri D, Açıkmeşe B, journalName=Journal of Guidance, Control, and Dynamics, refType=null, unstructuredReference=Eren U, Dueri D, Açıkmeşe B. Constrained reachability and controllability sets for planetary precision landing via convex optimization[J]. Journal of Guidance, Control, and Dynamics, 2015, 38(11): 2067-2083., articleTitle=Constrained reachability and controllability sets for planetary precision landing via convex optimization, refAbstract=null), Reference(id=1241718938824930266, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2021, volume=42, issue=11, pageStart=317, pageEnd=331, url=null, language=null, rfNumber=[58], rfOrder=57, authorNames=刘哲, 陆浩然, 郑伟, journalName=航空学报, refType=null, unstructuredReference=刘哲, 陆浩然, 郑伟, 等. 多滑翔飞行器时间协同轨迹快速规划[J]. 航空学报, 2021, 42(11): 317-331., articleTitle=多滑翔飞行器时间协同轨迹快速规划, refAbstract=null), Reference(id=1241718938896233435, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2014, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[59], rfOrder=58, authorNames=Alonso-Mora J, journalName=Collaborative motion planning for multi-agent systems, refType=null, unstructuredReference=Alonso-Mora J. Collaborative motion planning for multi-agent systems[D]. Zurich: Swiss Federal Institute of Technology Zurich, 2014., articleTitle=null, refAbstract=null), Reference(id=1241718938954953692, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1016/j.ast.2018.01.040, pmid=null, pmcid=null, year=2018, volume=76, issue=null, pageStart=280, pageEnd=290, url=https://linkinghub.elsevier.com/retrieve/pii/S1270963817304352, language=null, rfNumber=[60], rfOrder=59, authorNames=Zhang Z, Li J, Wang J, journalName=Aerospace Science and Technology, refType=null, unstructuredReference=Zhang Z, Li J, Wang J. Sequential convex programming for nonlinear optimal control problems in UAV path planning[J]. Aerospace Science and Technology, 2018, 76: 280-290., articleTitle=Sequential convex programming for nonlinear optimal control problems in UAV path planning, refAbstract=null), Reference(id=1241718939013673949, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1038/s41586-019-1724-z, pmid=null, pmcid=null, year=2019, volume=575, issue=7782, pageStart=350, pageEnd=354, url=https://doi.org/10.1038/s41586-019-1724-z, language=null, rfNumber=[61], rfOrder=60, authorNames=Vinyals O, Babuschkin I, Czarnecki W M, journalName=Nature, refType=null, unstructuredReference=Vinyals O, Babuschkin I, Czarnecki W M, et al. Grandmaster level in starcraft ii using multi-agent reinforcement learning[J]. Nature, 2019, 575(7782): 350-354., articleTitle=Grandmaster level in starcraft ii using multi-agent reinforcement learning, refAbstract=null), Reference(id=1241718939101754334, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1126/scirobotics.abg5810, pmid=null, pmcid=null, year=2021, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[62], rfOrder=61, authorNames=Loquercio A, Kaufmann E, Ranftl R, journalName=Science Robotics, refType=null, unstructuredReference=Loquercio A, Kaufmann E, Ranftl R, et al. Learning high-speed flight in the wild[J]. Science Robotics, 2021, doi: 10.1126/scirobotics.abg5810., articleTitle=Learning high-speed flight in the wild, refAbstract=null), Reference(id=1241718939160474591, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1109/TRO.2021.3098436, pmid=null, pmcid=null, year=2021, volume=38, issue=2, pageStart=1063, pageEnd=1079, url=https://ieeexplore.ieee.org/document/9508420/, language=null, rfNumber=[63], rfOrder=62, authorNames=Shi G, Hönig W, Shi X, journalName=IEEE Transactions on Robotics, refType=null, unstructuredReference=Shi G, Hönig W, Shi X, et al. Neural-swarm2: Planning and control of heterogeneous multirotor swarms using learned interactions[J]. IEEE Transactions on Robotics, 2021, 38(2): 1063-1079., articleTitle=Neural-swarm2: Planning and control of heterogeneous multirotor swarms using learned interactions, refAbstract=null), Reference(id=1241718939231777760, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1109/LRA.2017.2651371, pmid=null, pmcid=null, year=2017, volume=2, issue=2, pageStart=656, pageEnd=663, url=http://ieeexplore.ieee.org/document/7812634/, language=null, rfNumber=[64], rfOrder=63, authorNames=Long P, Liu W, Pan J, journalName=IEEE Robotics Automation Letters, refType=null, unstructuredReference=Long P, Liu W, Pan J. Deep-learned collision avoidance policy for distributed multiagent navigation[J]. IEEE Robotics Automation Letters, 2017, 2(2): 656-663., articleTitle=Deep-learned collision avoidance policy for distributed multiagent navigation, refAbstract=null), Reference(id=1241718939303080929, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2021, volume=null, issue=9, pageStart=10357, pageEnd=10377, url=null, language=null, rfNumber=[65], rfOrder=64, authorNames=Everett M, Chen Y F, How J P, journalName=IEEE Access, refType=null, unstructuredReference=Everett M, Chen Y F, How J P. Collision avoidance in pedestrian-rich environments with deep reinforcement learning[J]. IEEE Access, 2021(9): 10357-10377., articleTitle=Collision avoidance in pedestrian-rich environments with deep reinforcement learning, refAbstract=null), Reference(id=1241718939378578402, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1109/TASE.2015.2445780, pmid=null, pmcid=null, year=2015, volume=12, issue=3, pageStart=835, pageEnd=849, url=http://ieeexplore.ieee.org/document/7138650/, language=null, rfNumber=[66], rfOrder=65, authorNames=Cap M, Novak P, Kleiner A, journalName=IEEE Transactions on Automation Science and Engineering, refType=null, unstructuredReference=Cap M, Novak P, Kleiner A, et al. Prioritized planning algorithms for trajectory coordination of multiple mobile robots[J]. IEEE Transactions on Automation Science and Engineering, 2015, 12(3): 835-849., articleTitle=Prioritized planning algorithms for trajectory coordination of multiple mobile robots, refAbstract=null), Reference(id=1241718939445687267, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1177/0278364916632065, pmid=null, pmcid=null, year=2016, volume=35, issue=10, pageStart=1261, pageEnd=1285, url=http://journals.sagepub.com/doi/10.1177/0278364916632065, language=null, rfNumber=[67], rfOrder=66, authorNames=Morgan D, Subramanian G P, Chung S J, journalName=The International Journal of Robotics Research, refType=null, unstructuredReference=Morgan D, Subramanian G P, Chung S J, et al. Swarm assignment and trajectory optimization using variable-swarm, distributed auction assignment and sequential convex programming[J]. The International Journal of Robotics Research, 2016, 35(10): 1261-1285., articleTitle=Swarm assignment and trajectory optimization using variable-swarm, distributed auction assignment and sequential convex programming, refAbstract=null), Reference(id=1241718939546350564, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.2514/1.G000218, pmid=null, pmcid=null, year=2014, volume=37, issue=6, pageStart=1725, pageEnd=1740, url=https://arc.aiaa.org/doi/10.2514/1.G000218, language=null, rfNumber=[68], rfOrder=67, authorNames=Morgan D, Chung S J, Hadaegh F Y, journalName=Journal of Guidance, Control, and Dynamics, refType=null, unstructuredReference=Morgan D, Chung S J, Hadaegh F Y. Model predictive control of swarms of spacecraft using sequential convex programming[J]. Journal of Guidance, Control, and Dynamics, 2014, 37(6): 1725-1740., articleTitle=Model predictive control of swarms of spacecraft using sequential convex programming, refAbstract=null), Reference(id=1241718939600876517, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2011, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[69], rfOrder=68, authorNames=Berg J V D, Guy S J, Lin M, journalName=14th International Symposium of Robotic Research. Berlin:Springer, refType=null, unstructuredReference=Berg J V D, Guy S J, Lin M, et al. Reciprocal n-body collision avoidance[C]// 14th International Symposium of Robotic Research. Berlin:Springer, 2011., articleTitle=Reciprocal n-body collision avoidance, refAbstract=null), Reference(id=1241718939672179686, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2008, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[70], rfOrder=69, authorNames=Berg J P V D, Lin M C, Manocha D, journalName=Reciprocal velocity obstacles for real-time multi-agent navigation, refType=null, unstructuredReference=Berg J P V D, Lin M C, Manocha D. Reciprocal velocity obstacles for real-time multi-agent navigation[C]// 2008 IEEE International Conference on Robotics and Automation. Piscataway: IEEE Press, 2008., articleTitle=null, refAbstract=null), Reference(id=1241718939743482855, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2015, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[71], rfOrder=70, authorNames=Chen Y, Cutler M, How J P, journalName=Decoupled multiagent path planning via incremental sequential convex programming, refType=null, unstructuredReference=Chen Y, Cutler M, How J P. Decoupled multiagent path planning via incremental sequential convex programming[C]// 2015 IEEE International Conference on Robotics and Automation (ICRA). Piscataway: IEEE Press, 2015., articleTitle=null, refAbstract=null), Reference(id=1241718939823174632, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2005, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[72], rfOrder=71, authorNames=Berg J P V D, Overmars M H, journalName=Prioritized motion planning for multiple robots, refType=null, unstructuredReference=Berg J P V D, Overmars M H. Prioritized motion planning for multiple robots[C]// 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems. Piscataway: IEEE Press, 2005., articleTitle=null, refAbstract=null), Reference(id=1241718939881894889, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2010, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[73], rfOrder=72, authorNames=Velagapudi P, Sycara K, Scerri P, journalName=Decentralized prioritized planning in large multirobot teams, refType=null, unstructuredReference=Velagapudi P, Sycara K, Scerri P. Decentralized prioritized planning in large multirobot teams[C]// 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems. Piscataway: IEEE Press, 2010., articleTitle=null, refAbstract=null), Reference(id=1241718941375067114, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.5772/58832, pmid=null, pmcid=null, year=2014, volume=11, issue=8, pageStart=136, pageEnd=null, url=http://journals.sagepub.com/doi/10.5772/58832, language=null, rfNumber=[74], rfOrder=73, authorNames=Yu W, Peng J, Zhang X, journalName=International Journal of Advanced Robotic Systems, refType=null, unstructuredReference=Yu W, Peng J, Zhang X, et al. A cooperative path planning algorithm for a multiple mobile robot system in a dynamic environment[J]. International Journal of Advanced Robotic Systems, 2014, 11(8): 136., articleTitle=A cooperative path planning algorithm for a multiple mobile robot system in a dynamic environment, refAbstract=null), Reference(id=1241718941458953195, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1016/j.rcim.2014.04.002, pmid=null, pmcid=null, year=2014, volume=30, issue=6, pageStart=589, pageEnd=596, url=https://linkinghub.elsevier.com/retrieve/pii/S0736584514000283, language=null, rfNumber=[75], rfOrder=74, authorNames=Liu S, Sun D, Zhu C, journalName=Robotics Computer-Integrated Manufacturing, refType=null, unstructuredReference=Liu S, Sun D, Zhu C. A dynamic priority based path planning for cooperation of multiple mobile robots in formation forming[J]. Robotics Computer-Integrated Manufacturing, 2014, 30(6): 589-596., articleTitle=A dynamic priority based path planning for cooperation of multiple mobile robots in formation forming, refAbstract=null), Reference(id=1241718941521867756, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1016/S0005-1098(99)00214-9, pmid=null, pmcid=null, year=2000, volume=36, issue=6, pageStart=789, pageEnd=814, url=https://linkinghub.elsevier.com/retrieve/pii/S0005109899002149, language=null, rfNumber=[76], rfOrder=75, authorNames=Mayne D Q, Rawlings J B, Rao C V, journalName=Automatica, refType=null, unstructuredReference=Mayne D Q, Rawlings J B, Rao C V, et al. Constrained model predictive control: Stability and optimality[J]. Automatica, 2000, 36(6): 789-814., articleTitle=Constrained model predictive control: Stability and optimality, refAbstract=null), Reference(id=1241718941593170925, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.2514/1.G002507, pmid=null, pmcid=null, year=2017, volume=40, issue=7, pageStart=1541, pageEnd=1566, url=https://arc.aiaa.org/doi/10.2514/1.G002507, language=null, rfNumber=[77], rfOrder=76, authorNames=Eren U, Prach A, Koçer B B, journalName=Journal of Guidance, Control, and Dynamics, refType=null, unstructuredReference=Eren U, Prach A, Koçer B B, et al. Model predictive control in aerospace systems: Current state and opportunities[J]. Journal of Guidance, Control, and Dynamics, 2017, 40(7): 1541-1566., articleTitle=Model predictive control in aerospace systems: Current state and opportunities, refAbstract=null), Reference(id=1241718941681251310, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2014, volume=34, issue=4, pageStart=87, pageEnd=97, url=null, language=null, rfNumber=[78], rfOrder=77, authorNames=Negenborn R R, Maestre J M, journalName=IEEE Control Systems Magazine, refType=null, unstructuredReference=Negenborn R R, Maestre J M. Distributed model predictive control: An overview and roadmap of future research opportunities[J]. IEEE Control Systems Magazine, 2014, 34(4): 87-97., articleTitle=Distributed model predictive control: An overview and roadmap of future research opportunities, refAbstract=null), Reference(id=1241718941739971567, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2010, volume=24, issue=5, pageStart=333, pageEnd=336, url=null, language=null, rfNumber=[79], rfOrder=78, authorNames=曾剑新, 周焰, 何彦杰, journalName=空军雷达学院学报, refType=null, unstructuredReference=曾剑新, 周焰, 何彦杰. 一种飞行器在线航路重规划方法[J]. 空军雷达学院学报, 2010, 24(5): 333-336., articleTitle=一种飞行器在线航路重规划方法, refAbstract=null), Reference(id=1241718941802886128, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2017, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[80], rfOrder=79, authorNames=Lowe R, Wu Y, Tamar A, journalName=Multi-agent actor-critic for mixedcooperative-competitive environments, refType=null, unstructuredReference=Lowe R, Wu Y, Tamar A, et al. Multi-agent actor-critic for mixedcooperative-competitive environments[C]// Proceedings of the 31st International Annual Conference on Neural Information Processing Systems. Red Hook: Curran Associates Corporation, 2017., articleTitle=null, refAbstract=null), Reference(id=1241718941861606385, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2018, volume=4, issue=1, pageStart=8, pageEnd=14, url=null, language=null, rfNumber=[81], rfOrder=80, authorNames=孙鑫, 陈晓东, 严江江, journalName=指挥与控制学报, refType=null, unstructuredReference=孙鑫, 陈晓东, 严江江. 国外任务规划系统发展[J]. 指挥与控制学报, 2018, 4(1): 8-14., articleTitle=国外任务规划系统发展, refAbstract=null), Reference(id=1241718941920326642, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=1996, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[82], rfOrder=81, authorNames=Gonzales D R, journalName=Evolution of the air campaign planning process and the contingency theater automated planning system (ctaps), refType=null, unstructuredReference=Gonzales D R. Evolution of the air campaign planning process and the contingency theater automated planning system (ctaps)[R]. Santa Monica: RAND Corporation, 1996., articleTitle=null, refAbstract=null), Reference(id=1241718941987435507, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2021, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[83], rfOrder=82, authorNames=Sarkar S, journalName=Intelligent energy-efficient drones: Path planning, real-time monitoring and decision-making, refType=null, unstructuredReference=Sarkar S. Intelligent energy-efficient drones: Path planning, real-time monitoring and decision-making[D]. Lafayette: University of Louisiana at Lafayette, 2021., articleTitle=null, refAbstract=null), Reference(id=1241718942050350068, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2020, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[84], rfOrder=83, authorNames=Xu H, Wang L, Zhang Y, journalName=Decentralized visual-inertial-UWB fusion for relative state estimation of aerial swarm, refType=null, unstructuredReference=Xu H, Wang L, Zhang Y, et al. Decentralized visual-inertial-UWB fusion for relative state estimation of aerial swarm[C]// 2020 IEEE international conference on robotics and automation (ICRA). Piscataway: IEEE Press, 2020., articleTitle=null, refAbstract=null), Reference(id=1241718942117458933, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2018, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[85], rfOrder=84, authorNames=Lundberg C L, Sevil H E, Das A, journalName=A visualsfm based rapid 3-D modeling framework using swarm of UAVs, refType=null, unstructuredReference=Lundberg C L, Sevil H E, Das A. A visualsfm based rapid 3-D modeling framework using swarm of UAVs[C]// 2018 International Conference on Unmanned Aircraft Systems (ICUAS). Piscataway: IEEE Press, 2018., articleTitle=null, refAbstract=null), Reference(id=1241718942184567798, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2019, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[86], rfOrder=85, authorNames=Tordesillas J, Lopez B T, Carter J, journalName=Real-time planning with multi-fidelity models for agile flights in unknown environments, refType=null, unstructuredReference=Tordesillas J, Lopez B T, Carter J, et al. Real-time planning with multi-fidelity models for agile flights in unknown environments[C]// 2019 International Conference on Robotics and Automation (ICRA). Piscataway: IEEE Press, 2019., articleTitle=null, refAbstract=null), Reference(id=1241718942243288055, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2020, volume=null, issue=2, pageStart=99, pageEnd=104, url=null, language=null, rfNumber=[87], rfOrder=86, authorNames=吕隽, 孔文华, 李景, journalName=战术导弹技术, refType=null, unstructuredReference=吕隽, 孔文华, 李景. 国外战术导弹半实物仿真试验验证能力发展分析[J]. 战术导弹技术, 2020(2): 99-104., articleTitle=国外战术导弹半实物仿真试验验证能力发展分析, refAbstract=null), Reference(id=1241718942310396920, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1109/TRO.2020.2993215, pmid=null, pmcid=null, year=2020, volume=36, issue=5, pageStart=1526, pageEnd=1545, url=https://ieeexplore.ieee.org/document/9102390/, language=null, rfNumber=[88], rfOrder=87, authorNames=Gao F, Wang L, Zhou B, journalName=IEEE Transactions on Robotics, refType=null, unstructuredReference=Gao F, Wang L, Zhou B, et al. Teach-repeat-replan: A complete and robust system for aggressive flight in complex environments[J]. IEEE Transactions on Robotics, 2020, 36(5): 1526-1545., articleTitle=Teach-repeat-replan: A complete and robust system for aggressive flight in complex environments, refAbstract=null), Reference(id=1241718942373311481, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1002/rob.21842, pmid=null, pmcid=null, year=2019, volume=36, issue=null, pageStart=710, pageEnd=733, url=https://onlinelibrary.wiley.com/doi/10.1002/rob.21842, language=null, rfNumber=[89], rfOrder=88, authorNames=Gao F, Wu W, Gao W, journalName=Journal of Field Robotics, refType=null, unstructuredReference=Gao F, Wu W, Gao W, et al. Flying on point clouds: Online trajectory generation and autonomous navigation for quadrotors in cluttered environments[J]. Journal of Field Robotics, 2019, 36: 710-733., articleTitle=Flying on point clouds: Online trajectory generation and autonomous navigation for quadrotors in cluttered environments, refAbstract=null), Reference(id=1241718942436226042, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1109/TRO.2017.2705044, pmid=null, pmcid=null, year=2017, volume=33, issue=5, pageStart=1103, pageEnd=1123, url=http://ieeexplore.ieee.org/document/7948777/, language=null, rfNumber=[90], rfOrder=89, authorNames=Bandyopadhyay S, Chung S, Hadaegh F Y, journalName=IEEE Transactions on Robotics, refType=null, unstructuredReference=Bandyopadhyay S, Chung S, Hadaegh F Y. Probabilistic and distributed control of a large-scale swarm of autonomous agents[J]. IEEE Transactions on Robotics, 2017, 33(5): 1103-1123., articleTitle=Probabilistic and distributed control of a large-scale swarm of autonomous agents, refAbstract=null), Reference(id=1241718942503334907, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1117/12.923071, pmid=null, pmcid=null, year=2012, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[91], rfOrder=90, authorNames=Gareri J, Ballard G, Morris J, journalName=Application of scene projection technologies at the AMRDEC SSDD HWIL facilities, refType=null, unstructuredReference=Gareri J, Ballard G, Morris J, et al. Application of scene projection technologies at the AMRDEC SSDD HWIL facilities[C].Proceedings of SPIE, Technologies for Synthetic Environments:Hardware-in-the-Loop XVII, 83560L. Bellingham: SPIE, 2012, doi: 10.1117/12.923071., articleTitle=null, refAbstract=null), Reference(id=1241718942562055164, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2021, volume=42, issue=4, pageStart=420, pageEnd=433, url=null, language=null, rfNumber=[92], rfOrder=91, authorNames=相晓嘉, 闫超, 王菖, journalName=航空学报, refType=null, unstructuredReference=相晓嘉, 闫超, 王菖, 等. 基于深度强化学习的固定翼无人机编队协调控制方法[J]. 航空学报, 2021, 42(4): 420-433., articleTitle=基于深度强化学习的固定翼无人机编队协调控制方法, refAbstract=null), Reference(id=1241718942616581117, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2014, volume=74, issue=1, pageStart=529, pageEnd=544, url=null, language=null, rfNumber=[93], rfOrder=92, authorNames=Ure N K, Chowdhary G, Chen Y F, journalName=Journal of Intelligent & Robotic Systems, refType=null, unstructuredReference=Ure N K, Chowdhary G, Chen Y F, et al. Distributed learning for planning under uncertainty problems with heterogeneous teams[J]. Journal of Intelligent & Robotic Systems, 2014, 74(1): 529-544., articleTitle=Distributed learning for planning under uncertainty problems with heterogeneous teams, refAbstract=null), Reference(id=1241718942687884286, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=10.1109/TRO.2018.2853613, pmid=null, pmcid=null, year=2018, volume=34, issue=4, pageStart=856, pageEnd=869, url=https://ieeexplore.ieee.org/document/8424034/, language=null, rfNumber=[94], rfOrder=93, authorNames=Hönig W, Preiss J A, Kumar T K S, journalName=IEEE Transactions on Robotics, refType=null, unstructuredReference=Hönig W, Preiss J A, Kumar T K S, et al. Trajectory planning for quadrotor swarms[J]. IEEE Transactions on Robotics, 2018, 34(4): 856-869., articleTitle=Trajectory planning for quadrotor swarms, refAbstract=null), Reference(id=1241718942754993151, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2017, volume=null, issue=10, pageStart=49, pageEnd=53, url=null, language=null, rfNumber=[95], rfOrder=94, authorNames=燕清锋, 肖宇波, 杨建明, journalName=飞航导弹, refType=null, unstructuredReference=燕清锋, 肖宇波, 杨建明. 美军无人机蜂群作战探析[J]. 飞航导弹, 2017(10): 49-53., articleTitle=美军无人机蜂群作战探析, refAbstract=null), Reference(id=1241718942817907712, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2018, volume=null, issue=7, pageStart=37, pageEnd=43, url=null, language=null, rfNumber=[96], rfOrder=95, authorNames=刘丽, 王森, 胡然, journalName=飞航导弹, refType=null, unstructuredReference=刘丽, 王森, 胡然. 美军主要无人机集群项目发展浅析[J]. 飞航导弹, 2018(7): 37-43., articleTitle=美军主要无人机集群项目发展浅析, refAbstract=null), Reference(id=1241718942880821248, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2016, volume=2, issue=4, pageStart=315, pageEnd=321, url=null, language=null, rfNumber=[97], rfOrder=96, authorNames=毛少杰, 周芳, 楚威, journalName=指挥与控制学报, refType=null, unstructuredReference=毛少杰, 周芳, 楚威, 等. 面向指挥决策支持的平行仿真系统研究[J]. 指挥与控制学报, 2016, 2(4): 315-321., articleTitle=面向指挥决策支持的平行仿真系统研究, refAbstract=null), Reference(id=1241718942935347201, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, doi=null, pmid=null, pmcid=null, year=2020, volume=15, issue=4, pageStart=323, pageEnd=328, url=null, language=null, rfNumber=[98], rfOrder=97, authorNames=周芳, 毛少杰, 吴云超, journalName=中国电子科学研究院学报, refType=null, unstructuredReference=周芳, 毛少杰, 吴云超, 等. 实时态势数据驱动的平行仿真推演方法[J]. 中国电子科学研究院学报, 2020, 15(4): 323-328., articleTitle=实时态势数据驱动的平行仿真推演方法, refAbstract=null)], funds=[Fund(id=1241718933204562845, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, awardId=61903033, language=CN, fundingSource=国家自然科学基金(61903033), fundOrder=null, country=null), Fund(id=1241718933288448926, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, awardId=62003036, language=CN, fundingSource=国家自然科学基金(62003036), fundOrder=null, country=null), Fund(id=1241718933355557791, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, awardId=52272360, language=CN, fundingSource=国家自然科学基金(52272360), fundOrder=null, country=null), Fund(id=1241718933418472352, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, awardId=52005288, language=CN, fundingSource=国家自然科学基金(52005288), fundOrder=null, country=null)], companyList=[AuthorCompany(id=1241718926523036491, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, xref=null, ext=[AuthorCompanyExt(id=1241718926531425100, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, companyId=1241718926523036491, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1. 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机载规划端机	性能参数	机载规划端机	性能参数
英伟达 Jetson TX1	GPU: 256 CUDA Cores CPU: 4-core RAM:4 GB	英特尔 Aero	CPU: Atom RAM: 4 GB
英伟达 Jetson TX2	GPU: 256 CUDA Cores CPU: 2-core, 4-core RAM: 4 GB	英特尔 Edison	CPU: Atom 2-core RAM: 1 GB
大疆妙算	CPU: 4-core RAM: 2 GB	哈德凯尔 ODROID-XU4	CPU: 4-core RAM: 2 GB
大疆妙算2	Processor: NVIDIA Jetson TX2 RAM: 8 GB	高通 Flight Pro	CPU: 4-core RAM: 2 GB
英特尔 NUC	CPU: Core i3~i7 RAM: 8 GB, 16 GB	树莓派 4B	CPU: 4-core RAM: 4 GB, 8 GB

), ArticleFig(id=1241718933116482460, tenantId=1146029695717560320, journalId=1146032081894723586, articleId=1241718890519122199, language=CN, label=表1, caption=

当前用于科研试验的主流机载规划端机性能参数情况

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机载规划端机	性能参数	机载规划端机	性能参数
英伟达 Jetson TX1	GPU: 256 CUDA Cores CPU: 4-core RAM:4 GB	英特尔 Aero	CPU: Atom RAM: 4 GB
英伟达 Jetson TX2	GPU: 256 CUDA Cores CPU: 2-core, 4-core RAM: 4 GB	英特尔 Edison	CPU: Atom 2-core RAM: 1 GB
大疆妙算	CPU: 4-core RAM: 2 GB	哈德凯尔 ODROID-XU4	CPU: 4-core RAM: 2 GB
大疆妙算2	Processor: NVIDIA Jetson TX2 RAM: 8 GB	高通 Flight Pro	CPU: 4-core RAM: 2 GB
英特尔 NUC	CPU: Core i3~i7 RAM: 8 GB, 16 GB	树莓派 4B	CPU: 4-core RAM: 4 GB, 8 GB

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