Multichannel maximum-likelihood sequence estimation (MLSE) equalizer for GSM using a parametric channel model

Citation
Jt. Chen et al., Multichannel maximum-likelihood sequence estimation (MLSE) equalizer for GSM using a parametric channel model, IEEE COMMUN, 47(1), 1999, pp. 53-63
Citations number
27
Categorie Soggetti
Information Tecnology & Communication Systems
Journal title
IEEE TRANSACTIONS ON COMMUNICATIONS
ISSN journal
00906778 → ACNP
Volume
47
Issue
1
Year of publication
1999
Pages
53 - 63
Database
ISI
SICI code
0090-6778(199901)47:1<53:MMSE(E>2.0.ZU;2-H
Abstract
In this paper, we propose a novel algorithm for the maximum-likelihood sequ ence estimation (MLSE) equalizer for the Global System for Mobile Communica tions (GSM) system. Specifically, we use a parametric model for the channel , along with a modified phase pulse-shaping function of Gaussian minimum sh ift keying (GMSK) modulation to obtain the modified Viterbi equalizer which we refer to as the parametric channel-Viterbi equalizer (PC-VE), In contra st to the conventional Viterbi equalizer with a finite impulse response (FI R) channel description, the PC-VE avoids the linear approximation error. Th e PC-VE also has a lower computational complexity if the number of the prop agation paths is less than the number of the FIR channel taps multiplied by the number of antennas. The proposed algorithm is applicable to both singl e and multiantenna receivers. An analytical expression for the BER as a fun ction of the SNR, path delays, and path DOA's has been derived. Some simula tion results that illustrate the performance of the proposed algorithm are presented.