Sparse Semi-Parametric Estimation of Harmonic Chirp Signals

作者:Sward Johan*; Brynolfsson Johan*; Jakobsson Andreas*; Hansson Sandsten Maria*
来源:IEEE Transactions on Signal Processing, 2016, 64(7): 1798-1807.
DOI:10.1109/TSP.2015.2507538

摘要

In this paper, we present a method for estimating the parameters detailing an unknown number of linear, possibly harmonically related, chirp signals, using an iterative sparse reconstruction framework. The proposed method is initiated by a re-weighted group-sparsity approach, followed by an iterative relaxation-based refining step, to allow for high-resolution estimates. Numerical simulations illustrate the achievable performance, offering a notable improvement as compared to other recent approaches. The resulting estimates are found to be statistically efficient, achieving the corresponding Cramer-Rao lower bound.

  • 出版日期2016-4-1