An agent-based simulation for multi-UAVs coordinative sensing

被引:18
作者
Chen, Yee Ming [1 ]
Chang, Shu Hao [2 ]
机构
[1] Yuan Ze Univ, Dept Ind Engn & Management, Chungli, Taiwan
[2] Natl Def Univ, Chung Cheng Inst Technol, Dept Syst Engn, Taoyuan, Taiwan
关键词
Emergent strategy; Sensors; Intelligent agents; Computer applications; Aerial equipment;
D O I
10.1108/17563780810874744
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Purpose - The purpose of this paper is to present a model developed for emergent formation of multi-unmanned aerial vehicles (UAVs) into functional teams that cooperatively complete a mission in which they search for specific mobile targets and escape obstacles. Design/methodology/approach - The design and development of distributed UAVs simulator use agent-based platform employing a decentralized control which follows the flocking behavior-based design philosophy. Findings - The results of the simulation indicate that the emergent behavior-based search procedure for UAVs is autonomous, effective and robust. It is especially well suited for emergent teams to quickly solve dynamic teaming and task allocation. Practical implications - The development of a UAV is expensive, and a small error in automatic control results in a crash. Therefore, the platform is useful to develop and verify the coordination behavior of UAVs through software simulation prior to real testing. Originality/value - The proposed emergent behavior simulated environment is working on an agent-based UAV simulated platform, and hence, it naturally adapts to the behavior of a distributed and concurrent situation. The authors' can easily improvise the execution environment without changing the UAV simulator.
引用
收藏
页码:269 / 284
页数:16
相关论文
共 18 条
  • [1] ALTENBURG K, 2002, P 2 WSEAS INT C SIM
  • [2] Beard RW, 2003, 42ND IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-6, PROCEEDINGS, P25
  • [3] Swarm smarts
    Bonabeau, E
    Théraulaz, G
    [J]. SCIENTIFIC AMERICAN, 2000, 282 (03) : 72 - 79
  • [4] Bryson J., 2002, P AG TECHN SOFTW ENG, P165
  • [5] Grid coverage for surveillance and target location in distributed sensor networks
    Chakrabarty, K
    Iyengar, SS
    Qi, HR
    Cho, EC
    [J]. IEEE TRANSACTIONS ON COMPUTERS, 2002, 51 (12) : 1448 - 1453
  • [6] Clough B. T., 2002, P AUVSI UNM SYST S, P1
  • [7] Daniel R., 2008, INT J INTELLIGENT CO, V1, P112
  • [8] Han T-R., 2004, COMPSCI780 U AUCKL, P15
  • [9] Justh EW, 2005, IEEE DECIS CONTR P, P2841
  • [10] Kahn J. M., 1999, MobiCom'99. Proceedings of Fifth Annual ACM/IEEE International Conference on Mobile Computing and Networking, P271, DOI 10.1145/313451.313558