Title :
Impact of Limited Communications on a Cooperative Search Algorithm for Multiple UAVs
Author :
Morris, Kevin M. ; Mullins, Barry E. ; Pack, Daniel J. ; York, George W P ; Baldwin, Rusty O.
Author_Institution :
Dept. of Electr. & Comput. Eng., Air Force Inst. of Technol., Wright-Patterson AFB, OH
Abstract :
This paper investigates the impacts of realistic wireless communications upon a group of unmanned aerial vehicles (UAVs) conducting a distributed global-search algorithm. A simulation of cooperative UAVs is implemented using the OPNETcopy tool. We evaluate the search performance of multiple UAVs when we change (1) communication range and (2) number of UAVs. The performance is evaluated based on the total time it takes for the UAVs to completely scan a given search area, the number of times internal areas are scanned, and the amount of communication throughput achieved/traffic generated. The results indicate that communication ranges and the number of UAVs were found to have a significant impact on the group´s ability to search an area. These findings contribute to the research presented in George W.P. York et al., (2006), Daniel Pack et al., (2005), George W.P. York et al., (2005), and Daniel Pack et al., (2003) and demonstrate that the proposed global search algorithm should operate reasonably well in realistic conditions
Keywords :
cooperative systems; mobile communication; mobile robots; multi-robot systems; remotely operated vehicles; search problems; OPNETcopy tool; communication throughput; cooperative UAVs; cooperative search algorithm; distributed global-search algorithm; multiple UAVs; unmanned aerial vehicles; wireless communications; Aircraft; Employment; Government; Mission critical systems; Mobile communication; Mobile computing; Springs; Throughput; Unmanned aerial vehicles; Wireless communication;
Conference_Titel :
Networking, Sensing and Control, 2006. ICNSC '06. Proceedings of the 2006 IEEE International Conference on
Conference_Location :
Ft. Lauderdale, FL
Print_ISBN :
1-4244-0065-1
DOI :
10.1109/ICNSC.2006.1673209