Adaptive soft-decision algorithms for mobile fading channels

被引:8
作者
Anastasopoulos, A [1 ]
Polydoros, A [1 ]
机构
[1] Univ So Calif, Inst Commun Sci, Dept Elect Engn Syst, Los Angeles, CA 90089 USA
来源
EUROPEAN TRANSACTIONS ON TELECOMMUNICATIONS | 1998年 / 9卷 / 02期
关键词
D O I
10.1002/ett.4460090208
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
This paper addresses the task of joint symbol-by-symbol decisions and channel estimation in a coded/interleaved/frequency-selective fading channel. Based on two popular soft-decision algorithms, namely OSA and SSA, which have an inherent trellis structure, several adaptive derivatives are proposed. In particular. by extending the concept of Conventional Adaptive MLSE (CA-MLSE) receiver to the soft-decision case, the CA-OSA and CA-SSA algorithms are derived. Moreover, using the Per-Survivor Processing (PSP) concept, two new adaptive extensions are presented, namely PSP-OSA and PSP-SSA. The latter of these algorithms (PSP-SSA) has a simplified form with complexity comparable to PSP-MLSE. Simulation results show a significant improvement of the suggested adaptive soft-decision algorithms over the standard configuration, which consists of a hard-decision channel equalizer followed by a convolutional decoder.
引用
收藏
页码:183 / 190
页数:8
相关论文
共 18 条
[1]   STATISTICAL DETECTION FOR COMMUNICATION CHANNELS WITH INTERSYMBOL INTERFERENCE [J].
ABEND, K ;
FRITCHMA.BD .
PROCEEDINGS OF THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, 1970, 58 (05) :779-+
[2]  
ANASTASOPOULOS A, 1997, P VTC 97 MAY, P705
[3]  
[Anonymous], P GLOB DEC
[4]   MLSE for an unknown channel .1. Optimality considerations [J].
Chugg, KM ;
Polydoros, A .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1996, 44 (07) :836-846
[5]   ALGEBRAIC SURVIVOR MEMORY MANAGEMENT DESIGN FOR VITERBI DETECTORS [J].
FETTWEIS, G .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1995, 43 (09) :2458-2463
[6]   VITERBI ALGORITHM [J].
FORNEY, GD .
PROCEEDINGS OF THE IEEE, 1973, 61 (03) :268-278
[7]  
HANSSON U, 1994, P ISITA 94, P875
[8]  
Haykin S., 1991, ADAPTIVE FILTER THEO
[9]   SIMULTANEOUS ADAPTIVE ESTIMATION AND DECISION ALGORITHM FOR CARRIER MODULATED DATA TRANSMISSION SYSTEMS [J].
KOBAYASHI, H .
IEEE TRANSACTIONS ON COMMUNICATION TECHNOLOGY, 1971, CO19 (03) :268-+
[10]   AN ADAPTIVE MAXIMUM-LIKELIHOOD SEQUENCE-ESTIMATOR FOR FAST TIME-VARYING INTERSYMBOL INTERFERENCE CHANNELS [J].
KUBO, H ;
MURAKAMI, K ;
FUJINO, T .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1994, 42 (2-4) :1872-1880