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Author:

Zhou, Meng (Zhou, Meng.) | Wang, Zihao (Wang, Zihao.) | Wang, Jing (Wang, Jing.) | Cao, Zhengcai (Cao, Zhengcai.)

Indexed by:

EI

Abstract:

This work proposes an online collaborative hunting strategy for multi-robot systems based on obstacle-avoiding Voronoi cells in a complex dynamic environment. This involves firstly designing the construction method using a support vector machine (SVM) based on the definition of buffered V oronoi cells (Bv'Cs), Based on the safe collision-free region of the robots, the boundary weights between the robots and the obstacles are dynamically updated such that the robots are tangent to the buffered Voronoi safety areas without intersecting with the obstacles. Then, the robots are controlled to move within their own buffered Voronoi safety area to achieve collision-avoidance with other robots and obstacles. The next step involves proposing a hunting method that optimizes collaboration between the pursuers and evaders. Some hunting points are generated and distributed evenly around a circle. Next, the pursuers are assigned to match the optimal points based on the Hungarian algorithm. Then, a hunting controller is designed to improve the containment capability and minimize containment time based on collision risk. Finally, simulation results have demonstrated that the proposed cooperative hunting method is more competitive in terms of time and travel distance. © 2014 Chinese Association of Automation.

Keyword:

Multipurpose robots Real time systems Cells Interactive computer systems Industrial robots Behavioral research Online systems Cytology Job analysis

Author Community:

  • [ 1 ] [Zhou, Meng]School of Electrical and Control Engineering, North China University of Technology, Beijing; 100144, China
  • [ 2 ] [Wang, Zihao]School of Electrical and Control Engineering, North China University of Technology, Beijing; 100144, China
  • [ 3 ] [Wang, Jing]School of Electrical and Control Engineering, North China University of Technology, Beijing; 100144, China
  • [ 4 ] [Cao, Zhengcai]College of Information Science and Technology, Beijing University of Chemical Technology, Beijing; 100029, China

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Source :

CAA Journal of Automatica Sinica

ISSN: 2329-9266

Year: 2024

Issue: 7

Volume: 11

Page: 1643-1655

1 1 . 8 0 0

JCR@2022

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 5

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 11

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