Title :
Ad-hoc network of unmanned aerial vehicle swarms for search & destroy tasks
Author :
Khare, Vineet R. ; Wang, Frank Z. ; Wu, Sining ; Deng, Yuhui ; Thompson, Chris
Author_Institution :
India Sci. Labs., Gen. Motors India Pvt. Ltd., Bangalore
Abstract :
An ad-hoc network of unmanned aerial vehicles (UAVs) is modeled as a swarm of birds. Flock formation observed among birds in nature inspires the control of these UAVs, which perform a search and destroy task involving multiple, moving targets. The proposed control model is decentralized, adaptive and self-organizing to deal with the dynamic and distributed nature of the problem and relies only on local sensing and minimal communications to account for potential limitations in terms of global communications and lack of global information related to the task. The proposed model is tested for its self-organization capabilities in various simulation environments involving various number of UAVs and targets. These simulation show that the nature inspired control model is effective, robust and scalable in the context of the search and destroy tasks. Further simulations show that, because of the physical proximity of the UAVs within a swarm, a very good and robust routing performance can be achieved for these local, intra-swarm communications.
Keywords :
ad hoc networks; aircraft; aircraft communication; remotely operated vehicles; telecommunication network routing; UAV; ad-hoc network; destroy tasks; flock formation; global communications; global information; intra-swarm communications; physical proximity; robust routing performance; search tasks; unmanned aerial vehicle swarms; Ad hoc networks; Adaptive control; Automatic testing; Birds; Communication system control; Context modeling; Global communication; Programmable control; Unmanned aerial vehicles; Vehicle dynamics; Ad-hoc Networks; Network Simulator; Routing; Search and Destroy; Swarm Intelligence; UAV;
Conference_Titel :
Intelligent Systems, 2008. IS '08. 4th International IEEE Conference
Conference_Location :
Varna
Print_ISBN :
978-1-4244-1739-1
Electronic_ISBN :
978-1-4244-1740-7
DOI :
10.1109/IS.2008.4670440