A MULTIUSER RECEIVER FOR CODE-DIVISION MULTIPLE-ACCESS COMMUNICATIONS OVER MULTIPATH CHANNELS

被引:77
作者
FAWER, U
AAZHANG, B
机构
[1] SWISS FED INST TECHNOL,INST KOMMUNIKAT TECH,COMMUN TECHNOL LAB,ZURICH,SWITZERLAND
[2] RICE UNIV,DEPT ELECT & COMP ENGN,HOUSTON,TX 77251
关键词
MULTIUSER DETECTION; CODE DIVISION MULTIPLE ACCESS (CDMA); RAKE; GAUSS-SEIDEL ITERATION; EXPECTATION MAXIMIZATION (EM);
D O I
10.1109/26.380205
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A multiuser communication system is considered where K users share a channel with multipath propagation by using code division for multiple access. Data modulation is carried out by binary phase shift keying and direct sequence spread spectrum signaling. The microcellular communication media is modeled as a frequency selective fading channel with multipath propagation. The multipath diversity of the received signals from the K users is exploited by a bank of K Rake correlators. Algorithms based on the maximum likelihood rule have been developed for estimating the complex channel coefficients as well as for detection of the desired data packets from the sufficient statistics provided by the Rake correlators. The performance of the resulting multiuser detector is evaluated analytically and via Monte Carlo simulations. The results indicate that the estimator of the channel coefficients has a variance close to the Cramer-Rao lower bound, and that the proposed multiuser detector is capable of eliminating the near-far effect as well as processing the signals propagated through multiple paths.
引用
收藏
页码:1556 / 1565
页数:10
相关论文
共 31 条
[1]   NEURAL NETWORKS FOR MULTIUSER DETECTION IN CODE-DIVISION MULTIPLE-ACCESS COMMUNICATIONS [J].
AAZHANG, B ;
PARIS, BP ;
ORSAK, GC .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1992, 40 (07) :1212-1222
[2]  
BENSLEY SE, 1994, JUN P INT S INF THEO, P138
[3]   A COHERENT SPREAD-SPECTRUM DIVERSITY-RECEIVER WITH AFC FOR MULTIPATH-FADING CHANNELS [J].
FAWER, U .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1994, 42 (2-4) :1300-1311
[4]   PARAMETER-ESTIMATION OF SUPERIMPOSED SIGNALS USING THE EM ALGORITHM [J].
FEDER, M ;
WEINSTEIN, E .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1988, 36 (04) :477-489
[5]   ALGORITHMS FOR JOINT CHANNEL ESTIMATION AND DATA RECOVERY - APPLICATION TO EQUALIZATION IN UNDERWATER COMMUNICATIONS [J].
FEDER, M ;
CATIPOVIC, JA .
IEEE JOURNAL OF OCEANIC ENGINEERING, 1991, 16 (01) :42-55
[6]  
FEDER M, 1988, APR P ICASSP 88 NEW, P557
[7]   THE EXPECTATION-MAXIMIZATION ALGORITHM FOR SYMBOL UNSYNCHRONIZED SEQUENCE DETECTION [J].
GEORGHIADES, CN ;
SNYDER, DL .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1991, 39 (01) :54-61
[8]   ON THE CAPACITY OF A CELLULAR CDMA SYSTEM [J].
GILHOUSEN, KS ;
JACOBS, IM ;
PADOVANI, R ;
VITERBI, AJ ;
WEAVER, LA ;
WHEATLEY, CE .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 1991, 40 (02) :303-312
[9]  
HONIG ML, 1984, ADAPTIVE FILTERS
[10]   LINEAR UNBIASED DATA ESTIMATION IN MOBILE RADIO SYSTEMS APPLYING CDMA [J].
KLEIN, A ;
BAIER, PW .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 1993, 11 (07) :1058-1066