Blind Adaptive Algorithms for Decision Feedback DS-CDMA Receivers in Multipath Channels
Abstract
In this work we examine blind adaptive and iterative decision feedback (DF) receivers for direct sequence code division multiple access (DS-CDMA) systems in frequency selective channels. Code-constrained minimum variance (CMV) and constant modulus (CCM) design criteria for DF receivers based on constrained optimization techniques are investigated for scenarios subject to multipath. Computationally efficient blind adaptive stochastic gradient (SG) and recursive least squares (RLS) algorithms are developed for estimating the parameters of DF detectors along with successive, parallel and iterative DF structures. A novel successive parallel arbitrated DF scheme is presented and combined with iterative techniques for use with cascaded DF stages in order to mitigate the deleterious effects of error propagation. Simulation results for an uplink scenario assess the algorithms, the blind adaptive DF detectors against linear receivers and evaluate the effects of error propagation of the new cancellations techniques against previously reported approaches.
Cite
@article{arxiv.1301.5006,
title = {Blind Adaptive Algorithms for Decision Feedback DS-CDMA Receivers in Multipath Channels},
author = {Rodrigo C. de Lamare and Raimundo Sampaio-Neto},
journal= {arXiv preprint arXiv:1301.5006},
year = {2013}
}
Comments
10 figures; IEEE Transactions on Vehicular Technology, 2006. arXiv admin note: substantial text overlap with arXiv:1205.4389