Title :
Communication structure planning for multisensor detection systems
Author :
Kasetkasem, T. ; Varshney, P.K.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Syracuse Univ., NY, USA
fDate :
2/1/2001 12:00:00 AM
Abstract :
The authors address the problem of communication structure planning in multisensor detection systems under communication constraints and also under a generalised cost formulation. The communication constraint is specified in terms of the amount of communication allowed in the system, while the generalised cost functions measure the efficiency of communication used. System optimisation algorithms are developed for both criteria. Examples for both Bayesian and Neyman-Pearson formulations are presented for illustration. A variety of scenarios are considered to study their effect on system performance
Keywords :
Bayes methods; optimisation; sensor fusion; signal detection; telecommunication network planning; Bayesian formulation; Neyman-Pearson formulation; communication structure planning; efficiency; generalised cost formulation; multisensor detection systems; system optimisation algorithms;
Journal_Title :
Radar, Sonar and Navigation, IEE Proceedings -
DOI :
10.1049/ip-rsn:20010146