
Blind adaptive algorithm for sparse channel equalisation using projections onto ℓ p ‐ball
Author(s) -
Khalid S.S.,
Abrar S.
Publication year - 2015
Publication title -
electronics letters
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.375
H-Index - 146
ISSN - 1350-911X
DOI - 10.1049/el.2015.1103
Subject(s) - algorithm , channel (broadcasting) , computer science , mathematics , telecommunications
A fractional‐norm constrained blind adaptive algorithm is presented for sparse channel equalisation. In essence, the algorithm improves on the minimisation of the constant modulus criteria by adding a sparsity‐inducing ℓ p ‐norm penalty (0 < p ≤ 1). The simulation results demonstrate that the proposed equaliser exploits the inherent channel sparsity effectively and exhibits faster convergence compared with its counterparts.