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基于社会化协同的无人机集群目标合围控制

彭雅兰 段海滨 范彦铭 李明

自动化学报2026,Vol.52Issue(2):284-295,12.
自动化学报2026,Vol.52Issue(2):284-295,12.DOI:10.16383/j.aas.c250415

基于社会化协同的无人机集群目标合围控制

Target Enclosing Control of Unmanned Aerial Vehicle Swarm Based on Socialized Collaboration

彭雅兰 1段海滨 1范彦铭 2李明2

作者信息

  • 1. 北京航空航天大学自动化科学与电气工程学院飞行器一体化控制全国重点实验室 北京 100083
  • 2. 中国航空工业集团公司沈阳飞机设计研究所 沈阳 110035
  • 折叠

摘要

Abstract

A socialized collaboration-based control strategy is proposed for mobile-target enclosing under percep-tion and communication constraints in the presence of environmental obstacles.First,inspired by socialized behavi-ors in biological swarms,a cooperative response model and a hierarchical interaction mechanism are established;un-der topology switching and packet-loss conditions,the constrained information flow is explicitly modeled to drive the swarm to achieve target enclosing.Second,a strongly guided task——Collision-avoidance parallel cooperative control scheme is proposed to realize robust enclosing control while prioritizing flight safety.Third,a consensus-based target-state observer is designed to robustly estimate the target position and velocity.Finally,simulation res-ults demonstrate that the proposed method can achieve stable encirclement in obstacle-laden environments under perception and communication constraints,exhibiting favorable robustness.

关键词

无人机/目标合围/社会化协同/层级交互/感知能力受限

Key words

unmanned aerial vehicle/target enclosing/socialized collaboration/hierarchical interaction/limited per-ception capability

引用本文复制引用

彭雅兰,段海滨,范彦铭,李明..基于社会化协同的无人机集群目标合围控制[J].自动化学报,2026,52(2):284-295,12.

基金项目

国家自然科学基金(62350048,U2541218,T2121003)资助Supported by National Natural Science Foundation of China(62350048,U2541218,T2121003) (62350048,U2541218,T2121003)

自动化学报

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