Title
Adaptive Widely Linear Constrained Constant Modulus Reduced-Rank Beamforming.
Abstract
We propose a blind adaptive reduced-rank widely linear beamforming algorithm using the generalized sidelobe canceller structure for interference suppression. A structured Krylov-subspace-based approach is devised to construct the dimensionality reducing transformation matrix, and a recursive least-squares algorithm is developed according to the widely linear constrained constant modulus criterion to update the reduced-rank filter. We analyze the convergence and complexity of the proposed algorithm and validate its performance gains through simulations.
Year
DOI
Venue
2017
10.1109/TAES.2017.2650838
IEEE Trans. Aerospace and Electronic Systems
Keywords
Field
DocType
Algorithm design and analysis,Antenna arrays,Array signal processing,Interference,Convergence,Covariance matrices,Signal to noise ratio
Convergence (routing),Beamforming,Mathematical optimization,Algorithm design,Control theory,Signal-to-noise ratio,Electronic engineering,Curse of dimensionality,Interference (wave propagation),Transformation matrix,Mathematics,Recursion
Journal
Volume
Issue
ISSN
53
1
0018-9251
Citations 
PageRank 
References 
2
0.37
29
Authors
5
Name
Order
Citations
PageRank
Xiaomin Wu131.06
Yunlong Cai28611.26
Minjian Zhao311827.18
Rodrigo C. de Lamare41461179.59
Benoît Champagne551067.66