A stochastic geometric approach to sensor array processing
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Vo, Ba Tuong
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Vo, B. and Vo, B. 2014. A stochastic geometric approach to sensor array processing, in Proceedings of the 2014 IEEE Workshop on Statistical Signal Processing (SSP), Jun 29-Jul 2 2014, pp. 236-239. Gold Coast, Qld, IEEE.
IEEE Workshop on Statistical Signal Processing Proceedings
Department of Electrical and Computer Engineering
A new unified mathematical framework for sensor array processing is proposed. The proposed framework combines Bayesian estimation with stochastic geometry to accommodate prior information, uncertainty in array parameters, and unknown and stochastically time-varying number of nonstationary sources. A system model for a common signal setting is constructed to demonstrate the proposed framework.