TY - JOUR
T1 - 基于可达集的无人机低空飞行冲突解脱算法
AU - Yang, Jianhang
AU - Zhang, Fubiao
AU - Wang, Jiang
N1 - Publisher Copyright:
© 2023 Beijing University of Aeronautics and Astronautics (BUAA). All rights reserved.
PY - 2023/7
Y1 - 2023/7
N2 - Aiming at the conflict resolution problem in unmanned air traffic management (UTM), real-time collision avoidance algorithms based on reachability set analysis are proposed. To assure the secure operation of unmanned aerial vehicles (UAV) in low-altitude urban environments with dense traffic flow, these algorithms can be deployed. Based on the relative motion between the UAVs, the collision avoidance problem is modeled as a dynamic game problem in the 2D horizontal airspace, further the key concept of the reachable set of the UAV can be analyzed and calculated using the level set method and optimal control theory. Aided by airborne sensors, a new collision avoidance strategy for each drone is proposed using information about drones and surrounding objects. The technique can safely resolve the conflict resolution problem in real-time with a smooth flight route, according to simulation findings from three examples in varied airspace settings, and it is also successful against both cooperative and non-cooperative UAVs.
AB - Aiming at the conflict resolution problem in unmanned air traffic management (UTM), real-time collision avoidance algorithms based on reachability set analysis are proposed. To assure the secure operation of unmanned aerial vehicles (UAV) in low-altitude urban environments with dense traffic flow, these algorithms can be deployed. Based on the relative motion between the UAVs, the collision avoidance problem is modeled as a dynamic game problem in the 2D horizontal airspace, further the key concept of the reachable set of the UAV can be analyzed and calculated using the level set method and optimal control theory. Aided by airborne sensors, a new collision avoidance strategy for each drone is proposed using information about drones and surrounding objects. The technique can safely resolve the conflict resolution problem in real-time with a smooth flight route, according to simulation findings from three examples in varied airspace settings, and it is also successful against both cooperative and non-cooperative UAVs.
KW - 2D horizontal airspace
KW - collision avoidance strategy
KW - conflict resolution
KW - low-altitude urban environment
KW - reachability set analysis
KW - unmanned air traffic management
UR - http://www.scopus.com/inward/record.url?scp=85167327651&partnerID=8YFLogxK
U2 - 10.13700/j.bh.1001-5965.2021.0542
DO - 10.13700/j.bh.1001-5965.2021.0542
M3 - 文章
AN - SCOPUS:85167327651
SN - 1001-5965
VL - 49
SP - 1813
EP - 1817
JO - Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics
JF - Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics
IS - 7
ER -