Title :
Coding theory framework for target location in distributed sensor networks
Author :
Chakrabarty, Krishnendu ; Iyengar, Sitharama S. ; Qi, Hairong ; Cho, Eungchun
Author_Institution :
Dept. of Electr. & Comput. Eng., Duke Univ., Durham, NC, USA
Abstract :
Distributed, real time sensor networks are essential for effective surveillance in the digitized battlefield and for environmental monitoring. We present the first systematic theory that leads to novel sensor deployment strategies for effective surveillance and target location. We represent the sensor field as a grid (two- or three-dimensional) of points (coordinates), and use the term target at a grid point at any instant in time. We use the framework of unidentified codes to determine sensor placement for unique target location. We provide coding-theoretic-bounds on the number of sensors and present methods for determining their placement in the sensor field. We also show that sensor placement for single targets provides asymptotically complete (unambiguous) location of multiple targets
Keywords :
distributed processing; encoding; military computing; real-time systems; sensor fusion; surveillance; target tracking; asymptotically complete location; coding theory framework; coding-theoretic-bounds; digitized battlefield; distributed real time sensor networks; distributed sensor networks; environmental monitoring; grid point; multiple target location; sensor deployment strategies; sensor field; sensor placement; surveillance; systematic theory; target location; unidentified codes; Codes; Computational Intelligence Society; Computer science; Contracts; Intelligent networks; Mathematics; Monitoring; Sensor fusion; Surveillance; Trajectory;
Conference_Titel :
Information Technology: Coding and Computing, 2001. Proceedings. International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
0-7695-1062-0
DOI :
10.1109/ITCC.2001.918778