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Route Planning Method and System for Unmanned Surface Vehicles Based on Improved Particle Swarm Optimization
Route Planning Method and System for Unmanned Surface Vehicles Based on Improved Particle Swarm Optimization
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机译:基于改进粒子群算法的无人水面车辆路径规划方法和系统
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摘要
The present invention discloses a route planning method and system for unmanned surface vehicles based on improved particle swarm optimization. The method includes: acquiring several positions to be passed by the USV; acquiring an optimal traverse route of the USV by the iterative calculation of several positions to be passed by the USV based on the improved particle swarm optimization; wherein, the improved particle swarm optimization is obtained based on the optimization strategies of linearly decreasing inertia weight, adaptive control acceleration coefficient, and random grouping inversion; controlling the USV to move according to the optimal moving route.
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