2017 · 19 citations · 3 references
EngineeringElectrical EngineeringDigital CommunicationInformation TheoryWireless CommunicationsChannel CapacityChannel EstimationDigital Signal ProcessingParameter EstimationSignal ProcessingWireless Channel ModelingChannel CharacterizationCompressed SensingCompressive SensingMobile Sensor NetworksRadar SensingSparse Channel EstimationSparse Parameter EstimationSparse Signal Representation
We propose signal stripping based approaches for estimating detailed channel composition parameters for sensing in the recently proposed perceptive mobile networks where simultaneous communication and radar sensing is performed. Via reconstructing a (differentiated) channel matrix, we obtain a signal model which can be solved by conventional compressive sensing (CS) techniques. Parameter estimation methods based on a 1-D CS algorithm are proposed and their effectiveness is validated by provided simulation results.
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Shihao Ji, Ya Xue, Lawrence Carin · IEEE Transactions on Signal Processing · 2008 · 2.4K citations