基于群集行为的耦合异构惯性智能体系统多目标跟踪控制

Multitarget Tracking Control for Coupled Heterogeneous Inertial Agents Systems Based on Flocking Behavior

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2018
被引 76
ABS 3

中文导读

研究了异构惯性智能体在有限通信范围下的群集行为与多目标一致性跟踪问题,提出一种分布式控制协议,使智能体自主搜索并跟踪多个目标。

Abstract

In this paper, the flocking behavior and targets consensus tracking problems of heterogeneous multiple inertial agents with limited communication ranges are investigated. Consider the inertial effect of real agents, a distributed control protocol is designed such that the agents can achieve stable group behaviors. Using the decomposition approach, the stability of a multiple inertial agents system is proved. Combining with the flocking behavior of multiple inertial agents, agents themselves are in charge of searching and choosing the target in an autonomous and individual way according to the relationship between velocities of agents and targets. An augmented distributed multiflocking method is proposed to guarantee that the multitarget consensus tracking can be reached for heterogeneous multiagent systems. It shows that the proposed control approach can not only ensure local flocking with pursuing agents, but also make heterogeneous agents consistently track the multitarget.

多智能体系统群集行为分布式控制目标跟踪