462 citations · 628 across the 2 of their papers we have counts for
2 papers
cs.IT2013★ 462 cited
l_0 Norm Constraint LMS Algorithm for Sparse System Identification
Yuantao Gu, Jian Jin, Shunliang Mei
In order to improve the performance of Least Mean Square (LMS) based system identification of sparse systems, a new adaptive algorithm is proposed which utilizes the sparsity prope…
cs.IT2013★ 166 cited
A stochastic gradient approach on compressive sensing signal reconstruction based on adaptive filtering framework
Jian Jin, Yuantao Gu, Shunliang Mei
Based on the methodological similarity between sparse signal reconstruction and system identification, a new approach for sparse signal reconstruction in compressive sensing (CS) i…