OFDM Joint Data Detection and Phase Noise Cancellation for Constant Modulus Modulations

被引:7
作者
Gong, Yu [1 ]
Hong, Xia [1 ]
机构
[1] Univ Reading, Sch Syst Engn, Reading RG6 6AY, Berks, England
关键词
Constant modulus modulation; OFDM; phase noise cancellation; FREQUENCY OFFSET; SYSTEMS;
D O I
10.1109/TSP.2009.2018362
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 correspondence proposes a new algorithm for the OFDM joint data detection and phase noise (PHN) cancellation for constant modulus modulations. We highlight that it is important to address the overfitting problem since this is a major detrimental factor impairing the joint detection process. In order to attack the overfitting problem we propose an iterative approach based on minimum mean square prediction error (MMSPE) subject to the constraint that the estimated data symbols have constant power. The proposed constrained MMSPE algorithm (C-MMSPE) significantly improves the performance of existing approaches with little extra complexity being imposed. Simulation results are also given to verify the proposed algorithm.
引用
收藏
页码:2864 / 2868
页数:5
相关论文
共 13 条
[1]   NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION [J].
AKAIKE, H .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) :716-723
[2]   Joint iterative transmitter and receiver phase noise correction using soft information [J].
Bittrier, Steffen ;
Rave, Wolfgang ;
Fettweis, Gerhard .
2007 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-14, 2007, :2847-2852
[4]  
GONG Y, 2008, P IEEE INT C COMM IC
[5]   OFDM joint data detection and phase noise cancellation based on minimum mean square prediction error [J].
Gong, Yu ;
Hong, Xia .
SIGNAL PROCESSING, 2009, 89 (04) :502-509
[6]   The variational inference approach to joint data detection and phase noise estimation in OFDM [J].
Lin, Darryl Deku ;
Lim, Teng Joon .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2007, 55 (05) :1862-1874
[7]   Joint estimation of channel response, frequency offset, and phase noise in OFDM [J].
Lin, Darryl Dexu ;
Pacheco, Ryan A. ;
Lim, Teng Joon ;
Hatzinakos, Dimitrios .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2006, 54 (09) :3542-3554
[8]   A PRACTICAL BAYESIAN FRAMEWORK FOR BACKPROPAGATION NETWORKS [J].
MACKAY, DJC .
NEURAL COMPUTATION, 1992, 4 (03) :448-472
[9]   Phase-impairment effects and compensation algorithms for OFDM systems [J].
Nikitopoulos, K ;
Polydoros, A .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2005, 53 (04) :698-707
[10]   Analysis of phase noise effects in OFDM modems [J].
Piazzo, L ;
Mandarini, P .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2002, 50 (10) :1696-1705