Title :
Target tracking with distributed robotic macrosensors
Author :
Shucker, Brian ; Bennett, John K.
Author_Institution :
Dept. of Comput. Sci., Colorado Univ., Boulder, CO
Abstract :
We have developed a novel control mechanism that deploys a large number of inexpensive robots as a distributed remote sensing array, called a distributed robotic macrosensor (DRM). This DRM has the capability to track targets of both a discrete (e.g., a vehicle) and diffuse (e.g., a chemical plume) nature. Attack resistance is an inherent property of the DRM as well. A relatively simple virtual spring mesh abstraction is used to provide fully distributed control that is both flexible and fault-tolerant. We describe the algorithms for spring mesh formation and control, discrete target tracking, and diffuse target tracking. We also present simulation results demonstrating the efficacy and robustness of DRMs
Keywords :
array signal processing; distributed control; distributed sensors; fault tolerance; robots; sensor fusion; target tracking; DRM; control mechanism; distributed remote sensing array; distributed robotic macrosensor; fault-tolerance; target tracking; virtual spring mesh abstraction; Chemicals; Computer science; Distributed control; Fault tolerance; Remote sensing; Robot kinematics; Robot sensing systems; Springs; Target tracking; Vehicles;
Conference_Titel :
Military Communications Conference, 2005. MILCOM 2005. IEEE
Conference_Location :
Atlantic City, NJ
Print_ISBN :
0-7803-9393-7
DOI :
10.1109/MILCOM.2005.1606061