Adaptive transmission for radar arrays using Weiss-Weinstein bounds
IET Radar, Sonar & Navigation（2018）
Abstract
The authors present an algorithm for adaptive selection of pulse repetition frequency or antenna activations for Doppler and direction of arrival estimation. The adaptation is performed sequentially using a Bayesian filter, responsible for updating the belief on parameters, and a controller, responsible for selecting transmission variables for the next measurement by optimising a prediction of the...
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Key words
array signal processing,Bayes methods,direction-of-arrival estimation,filtering theory,frequency estimation,mean square error methods,neural nets,optimisation,particle filtering (numerical methods),signal processing
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