DocumentCode
3061894
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
fYear
2001
fDate
36982
Firstpage
130
Lastpage
134
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology: Coding and Computing, 2001. Proceedings. International Conference on
Conference_Location
Las Vegas, NV
Print_ISBN
0-7695-1062-0
Type
conf
DOI
10.1109/ITCC.2001.918778
Filename
918778
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