Joint MAP equalization and channel estimation for frequency-selective and frequency-flat fast-fading channels

被引:58
作者
Davis, LM [1 ]
Collings, IB
Hoeher, P
机构
[1] Lucent Technol, Bell Labs, Lucent Ctr, N Ryde, NSW 2113, Australia
[2] Univ Sydney, Sch Elect & Informat Engn, Sydney, NSW 2006, Australia
[3] Univ Kiel, Informat & Coding Theory Lab, Fac Engn, D-24143 Kiel, Germany
关键词
communication systems; fading channels; MAP estimation; equalization;
D O I
10.1109/26.974257
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
This paper presents a new fractionally-spaced maximum a posteriori (MAP) equalizer for data transmission over frequency-selective fading channels. The technique is applicable to any standard modulation technique. The MAP equalizer uses an expanded hypothesis trellis for the purpose of joint channel estimation and equalization. The fading channel is estimated by coupling minimum mean square error techniques with the (fixed size) expanded trellis. The new MAP equalizer is also presented in an iterative (turbo) receiver structure. Both uncoded and conventionally coded systems (including iterative processing) are studied. Even on frequency-flat fading channels, the proposed receiver outperforms conventional techniques. Simulations demonstrate the performance of the proposed equalizer.
引用
收藏
页码:2106 / 2114
页数:9
相关论文
共 29 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]   Adaptive soft-input soft-output algorithms for iterative detection with parametric uncertainty [J].
Anastasopoulos, A ;
Chugg, K .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2000, 48 (10) :1638-1649
[3]  
[Anonymous], 1993, PROC IEEE INT C COMM, DOI 10.1109/ICC.1993.397441
[4]   Combined channel estimation and data detection using soft statistics for frequency-selective fast-fading digital links [J].
Baccarelli, E ;
Cusani, R .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1998, 46 (04) :424-427
[5]   OPTIMAL DECODING OF LINEAR CODES FOR MINIMIZING SYMBOL ERROR RATE [J].
BAHL, LR ;
COCKE, J ;
JELINEK, F ;
RAVIV, J .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1974, 20 (02) :284-287
[6]   AN ANALYSIS OF PILOT SYMBOL ASSISTED MODULATION FOR RAYLEIGH FADING CHANNELS [J].
CAVERS, JK .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 1991, 40 (04) :686-693
[7]   ON RECEIVER STRUCTURES OF CHANNELS HAVING MEMORY [J].
CHANG, RW ;
HANCOCK, JC .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1966, 12 (04) :463-+
[8]   An adaptive hidden Markov model approach to FM and M-ary DPSK demodulation in noisy fading channels [J].
Collings, IB ;
Moore, JB .
SIGNAL PROCESSING, 1995, 47 (01) :71-84
[9]   DETECTION OF BAND-LIMITED SIGNALS OVER FREQUENCY-SELECTIVE RAYLEIGH FADING CHANNELS [J].
DAI, QY ;
SHWEDYK, E .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1994, 42 (2-4) :941-950
[10]  
DAVIS LM, 1997, P INT C TEL ICT 97 M, V3, P1023