Electronics Optics & Control, Volume. 31, Issue 11, 102(2024)
Beta Distribution Based Adaptive Target Search Probability Updating Strategy and Its Application
[1] [1] BARKAOUI M, BERGER J, BOUKHTOUTA A. An evolutionary approach for the target search problem in uncertain environment[J]. Journal of Combinatorial Optimization, 2019, 38(3): 1-28.
[4] [4] ZHU H B, CAO C, XIA Y K, et al. DSVP: dual-stage viewpoint planner for rapid exploration by dynamic expansion[C]//Proceedings of the 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems. Czech: IEEE, 2021: 1-8.
[5] [5] ZHOU B Y, ZHANG Y C, CHEN X Y, et al. FUEL: fast UAV exploration using incremental frontier structure and hierarchical planning[J]. IEEE Robotics and Automation Letters, 2021, 6(2): 779-786.
[6] [6] ZHOU Z W, LUO D L, SHAO J, et al. Immune genetic algorithm based multi-UAV cooperative target search with event-triggered mechanism[J]. Physical Communication, 2020, 41: 101103.
[8] [8] LUO D L, SHAO J, XU Y, et al. Coevolution pigeon-inspired optimization with cooperation-competition mechanism for multi-UAV cooperative region search[J]. Applied Sciences, 2019, 9(5): 827.
[9] [9] PABLO L, SENG K G, EVA B P, et al. Multi-UAV target search using decentralized gradient-based negotiation with expected observation[J]. Information Sciences, 2014, 282: 92-110.
[11] [11] KHAN A, YANMAZ E, RINNER B. Information merging in multi-UAV cooperative search[C]//IEEE International Conference on Robotics and Automation. Hong Kong: IEEE, 2014: 3122-3129.
[12] [12] VESSELIN P J, LI R X. Online Bayesian estimation of transition probabilities for Markovian jump systems[J]. IEEE Transactions on Signal Processing: A publication of the IEEE Signal Processing Society, 2004, 52(6): 1620-1630.
[15] [15] BERTUCCELLI L F, HOW J P. Search for dynamic targets with uncertain probability maps[C]//2006 American Control Conference. Minneapolis: IEEE, 2006: 1655444.
[16] [16] BERTUCCELLI L F, HOW J P. Robust UAV search for environments with imprecise probability maps[C]//Proceedings of the 44th IEEE Conference on Decision and Control. Seville: IEEE, 2005: 5680-5685.
[17] [17] ZHENG X M, MA C Y. An intelligent target detection method of UAV swarms based on improved KM algorithm[J]. Chinese Journal of Aeronautics, 2021, 34(2): 539-553.
[18] [18] GEORGE J, SUJIT P B, SOUSA B J. Search strategies for multiple UAV search and destroy missions[J]. Journal of Intelligent & Robotic Systems, 2011, 61: 355-367.
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GAO Ruizhou, KONG Jintao, TANG Chen, PENG Xiuhui. Beta Distribution Based Adaptive Target Search Probability Updating Strategy and Its Application[J]. Electronics Optics & Control, 2024, 31(11): 102
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Received: Nov. 7, 2023
Accepted: Jan. 2, 2025
Published Online: Jan. 2, 2025
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