• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
搜索

Author:

Zhang, Xiang-Yin (Zhang, Xiang-Yin.) | Zhang, Xi-Liang (Zhang, Xi-Liang.) | Zhang, Tian (Zhang, Tian.)

Indexed by:

EI Scopus

Abstract:

When a swarm composed of multiple robots or drones detects an unknown external node during the execution of a task, it needs to identify its intention to decide how to respond. However, the internal nodes of the swarm will be attacked against the measurement signal, resulting in increased measurement error, and then the intention identification of the external nodes will fail, posing a threat to the swarm. To solve this problem, a distributed control algorithm for swarm which considers the network attack is designed. In this algorithm, the control law is the flocking algorithm. When an unknown external node is detected, firstly, the internal node determines whether it is under network attack based on the designed attack recognition algorithm. Then, according to the distributed Kalman filtering based on attack identification strategy, the state of external nodes is estimated to minimize the impact of network attacks. Next, the similarity between the expected trajectory and the measured trajectory is calculated according to the Fréchet distance, and the distributed consensus algorithm is used to judge the intention of the external node, control swarm escape or converge. Finally, the effectiveness of the proposed method is demonstrated by simulation results. © 2024 Northeast University. All rights reserved.

Keyword:

Kalman filters Control theory Wiener filtering Swarm intelligence Consensus algorithm State estimation

Author Community:

  • [ 1 ] [Zhang, Xiang-Yin]Faculty of Information Technology, Beijing University of Technology, Beijing; 100124, China
  • [ 2 ] [Zhang, Xiang-Yin]Engineering Research Centre of Digital Community, Ministry of Education, Beijing; 100124, China
  • [ 3 ] [Zhang, Xiang-Yin]Beijing Institute of Artificial Intelligence, Beijing University of Technology, Beijing; 100124, China
  • [ 4 ] [Zhang, Xi-Liang]Faculty of Information Technology, Beijing University of Technology, Beijing; 100124, China
  • [ 5 ] [Zhang, Xi-Liang]Engineering Research Centre of Digital Community, Ministry of Education, Beijing; 100124, China
  • [ 6 ] [Zhang, Tian]Faculty of Information Technology, Beijing University of Technology, Beijing; 100124, China
  • [ 7 ] [Zhang, Tian]Engineering Research Centre of Digital Community, Ministry of Education, Beijing; 100124, China

Reprint Author's Address:

Email:

Show more details

Related Keywords:

Source :

Control and Decision

ISSN: 1001-0920

Year: 2024

Issue: 12

Volume: 39

Page: 4171-4180

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 21

Affiliated Colleges:

Online/Total:453/10597993
Address:BJUT Library(100 Pingleyuan,Chaoyang District,Beijing 100124, China Post Code:100124) Contact Us:010-67392185
Copyright:BJUT Library Technical Support:Beijing Aegean Software Co., Ltd.