An FTSA Trajectory Elliptical Homotopy for Unmanned Vehicles Path Planning With Multi-Objective Constraints

被引:15
作者
Fu, Jinyu [1 ]
Yao, Weiran [1 ]
Sun, Guanghui [1 ]
Tian, Haoyu [1 ]
Wu, Ligang [1 ]
机构
[1] Harbin Inst Technol, Dept Control Sci & Engn, Harbin 150001, Peoples R China
来源
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES | 2023年 / 8卷 / 03期
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Trajectory; Autonomous vehicles; Planning; Kinematics; Turning; Heuristic algorithms; Collision avoidance; Fixed-time simultaneous arrival; elliptical homotopy; trajectory decomposition; multi-objective constraints; TIME CONSENSUS TRACKING;
D O I
10.1109/TIV.2023.3237518
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article investigates a fixed-time simultaneous arrival (FTSA) problem in terms of the equilibrium of path lengths of unmanned vehicles. A novel trajectory elliptical homotopy method (TEHM) is designed to solve the FTSA problem of unmanned vehicles in a multi-objective constrained environment. Considering the constraints of obstacle avoidance and kinematics of unmanned vehicles, the trajectories elliptical homotopy is selected for path planning. The obtained trajectory homotopy guarantees obstacle avoidance and motion stability at the same time. To handle the non-cooperative and dynamic obstacle avoidance, a trajectory elliptical homotopy decomposition (TEHD) algorithm is proposed with an FTSA constraint. Based on the TEHM and TEHD, a multiple unmanned vehicle fixed-time regular-triangle formation algorithm is designed and implemented on real vehicles. Simulations and experiments validate the performance of the proposed methods and show how fixed-time arrival formation under obstacles and kinematic constraints was obtained.
引用
收藏
页码:2415 / 2425
页数:11
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