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Author:

Shen, Boyang (Shen, Boyang.) | Deng, Heng (Deng, Heng.) | Cai, Yangguang (Cai, Yangguang.) | Li, Duhao (Li, Duhao.)

Indexed by:

CPCI-S Scopus

Abstract:

With the advantages of high efficiency and convenience, UAV cluster combat has become an increasingly mainstream battlefield method. Efficient assignment of weapons and targets to UAV clusters can significantly enhance operational effectiveness, underscoring the importance of proper assignment of UAV missions. The conventional UAV task assignment problem consists of assigning weapons and targets individually, which yields incomplete results and fails to take into account the mutual constraints between weapons and targets. This paper presents a mathematical model for a confrontational environment in a multi-UAV cluster combat scenario, incorporating spatio-temporal constraints to achieve Simultaneous Weapon-Target Assignment (SWTA). Furthermore, this paper advances the conventional UAV task assignment problem by enabling the simultaneous assignment of weapons and targets through their integration, and achieves a more comprehensive assignment outcome for UAV cluster combat through the utilization of genetic algorithms. Finally, a case study with 15 UAVs and 30 targets considering various weapons has demonstrated that the proposed method can improve the success rate and efficiency of task accomplishment in combat scenarios.

Keyword:

spatio-temporal constraints UAV cluster simultaneous weapon-target assignment (SWTA) genetic algorithm

Author Community:

  • [ 1 ] [Shen, Boyang]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 2 ] [Deng, Heng]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 3 ] [Li, Duhao]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 4 ] [Deng, Heng]Minist Educ, Engn Res Ctr Intelligence Percept & Autonomous Co, Beijing 100124, Peoples R China
  • [ 5 ] [Cai, Yangguang]Shanghai Electromech Engn Inst, Shanghai 201109, Peoples R China

Reprint Author's Address:

  • [Deng, Heng]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China;;[Deng, Heng]Minist Educ, Engn Res Ctr Intelligence Percept & Autonomous Co, Beijing 100124, Peoples R China

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Source :

ADVANCES IN GUIDANCE, NAVIGATION AND CONTROL, VOL 16

ISSN: 1876-1100

Year: 2025

Volume: 1352

Page: 556-566

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: 0

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