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Research on Airspace Anti-jamming Technology Based on Variable Step Size LMS Algorithm
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Bowen ZHENG, Hao LIU, Gaowei ZHAI, Mingzhu MENG, Haopeng LI
Journal of Telemetry, Tracking and Command | 2024, 45(4) : 75 - 80
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Journal of Telemetry, Tracking and Command | 2024, 45(4): 75-80
TT & C Communication and Navigation
Research on Airspace Anti-jamming Technology Based on Variable Step Size LMS Algorithm
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Bowen ZHENG, Hao LIU, Gaowei ZHAI, Mingzhu MENG, Haopeng LI
Affiliations
  • Beijing Research Institute of Telemetry, Beijing 100076, China
Published: 2024-07-15 doi: 10.12347/j.ycyk.20240228001
Outline
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The reliability, security, and real-time of information transmission are crucial in defence application. Aiming at the problems that the useful information required cannot be accurately received in the battlefield environment with complex and strong electromagne-tic interference as well as multi-module integration, this paper creates a function, calculates the optimal value of the parameters through Monte Carlo experiments, and proposes a variable step size LMS adaptive beam forming algorithm based on elliptic function. Compared with other algorithms, the results show that the proposed algorithm is superior to the existing variable step size LMS algorithm in convergence speed under the premise of ensuring steady-state error, and the computational complexity is small. By simulating the interference signals of different incoming wave directions to draw the beam direction map, the simulation results show that this paper’s algorithm pointing strong, high interference suppression system, can achieve the effective reception of useful signals, effective suppression of interfering signals and equipment integration and miniaturization of the demand.

Monte Carlo  /  Elliptic function  /  Adaptive digital beamforming  /  Convergence speed  /  Integration
Bowen ZHENG, Hao LIU, Gaowei ZHAI, Mingzhu MENG, Haopeng LI. Research on Airspace Anti-jamming Technology Based on Variable Step Size LMS Algorithm[J]. Journal of Telemetry, Tracking and Command, 2024 , 45 (4) : 75 -80 . DOI: 10.12347/j.ycyk.20240228001
Year 2024 volume 45 Issue 4
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doi: 10.12347/j.ycyk.20240228001
  • Receive Date:2024-02-28
  • Online Date:2026-03-20
  • Published:2024-07-15
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  • Received:2024-02-28
  • Revised:2024-05-17
Affiliations
    Beijing Research Institute of Telemetry, Beijing 100076, China
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表12种不同金属材料的力学参数

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Number of
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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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