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Analysis of the Research Status of Multi-Sensor Fusion Unmanned SLAM
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Guiping Zeng, Yang Tang
Automotive Digest | 2025, (8) : 14 - 24
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Automotive Digest | 2025, (8): 14-24
Special Topic on Scenario Perception and Intelligent Experience Technologies for Intelligent Connected Vehicles
Analysis of the Research Status of Multi-Sensor Fusion Unmanned SLAM
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Guiping Zeng, Yang Tang
Affiliations
  • School of Mechanical Engineering, Southwest Jiaotong University, Chengdu 610031
Published: 2025-08-05 doi: 10.19822/j.cnki.1671-6329.20230197
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The technology of Simultaneous Localization And Mapping(SLAM)is the hot and difficult point of current research. It is one of the key technologies to realize unmanned driving. The paper introduction is centered on the principle, basic structure, sensors used and map types of SLAM and analyzes the advantages, disadvantages and scope of application of various fusion methods. Secondly, according to the different fusion methods used, it introduces the current status of research at home and abroad, and points out its worthwhile affirmation and continuation of the technology as well as shortcomings. Finally, it summarizes the current problems of multi-sensor fusion unmanned SLAM research, analyzes the research difficulties and puts forward suggestions on the possible development direction of future research, with the aim of providing references for the development of unmanned driving.

Multi-sensor Fusion  /  Simultaneous Localization And Mapping(SLAM)  /  Unmanned Driving  /  Information Fusion methods
Guiping Zeng, Yang Tang. Analysis of the Research Status of Multi-Sensor Fusion Unmanned SLAM[J]. Automotive Digest, 2025 , (8) : 14 -24 . DOI: 10.19822/j.cnki.1671-6329.20230197
Year 2025 volume Issue 8
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doi: 10.19822/j.cnki.1671-6329.20230197
  • Online Date:2025-10-28
  • Published:2025-08-05
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    School of Mechanical Engineering, Southwest Jiaotong University, Chengdu 610031
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表12种不同金属材料的力学参数

Family
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Number of
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种数
Number of
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占总种数比例
Percentage of
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种数
Number of
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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