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Sparse Factorization-Based Detection of Off-the-Grid Moving Targets Using FMCW Radars

Sparse Factorization-Based Detection of Off-the-Grid Moving Targets Using FMCW Radars

In this paper, we investigate the application of continuous sparse signal reconstruction algorithms for the estimation of the ranges and speeds of multiple moving targets using an FMCW radar. Conventionally, to be reconstructed, continuous sparse signals are approximated by a discrete representation. This discretization of the signal's parameter domain leads …