Novel semi-blind 10 equalization algorithm for wireless OFDM systems

被引:30
|
作者
Wu, Hsiao-Chun
Huang, Xiaozhou [1 ]
Xu, Dongxin
机构
[1] Louisiana State Univ, Dept Elect & Comp Engn, Commun & Signal Proc Lab, Baton Rouge, LA 70803 USA
[2] Infoture Inc, Boulder, CO 80302 USA
关键词
blind ICI equalization; DVB; ICI mitigation; OFDM; throughput enhancement; wireless communications;
D O I
10.1109/TBC.2006.875652
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
Intercarrier interference is deemed as one of the crucial problems in the wireless orthogonal frequency division multiplexing (OFDM) systems. The, conventional ICI mitigation schemes involve the frequency-domain channel estimation or the additional coding, both of which require the spectral overhead and hence lead to the significant throughput reduction. Besides, the OFDM receivers using the ICI estimation rely on a large-dimensional matrix inverter with high computational complexity especially for many subcarriers such as digital video broadcasting (DVB) systems and wireless metropolitan-area networks (WMAN). To the best of our knowledge, no semi-blind ICI equalization has been addressed in the existing literature. Thus, in this paper, we propose a novel semi-blind ICI equalization scheme using the joint multiple matrix diagonalization (JMMD) algorithm to greatly reduce the intercarrier interference in OFDM. However, the well-known phase and permutation indeterminacies. emerge in all blind equalization schemes. Hence we also design a few OFDM pilot blocks and propose an iterative identification method to determine the corresponding phase and permutation variants in our semi-blind scheme. Our semi-blind ICI equalization algorithm integrating the JMMD with the additional pilot-based iterative identification is very promising for the future high-throughput OFDM systems. Through Monte Carlo simulations, the QPSK-OFDM system with our proposed semi-blind ICI equalizer can achieve significantly better performance with symbol error rate reduction in several orders-of-magnitude. For the 16QAM-OFDM system, our scheme can also improve the performance over the plain OFDM system to some extent.
引用
收藏
页码:211 / 218
页数:8
相关论文
共 50 条
  • [41] Fast Convergence on Blind and Semi-Blind Channel Estimation for MIMO–OFDM Systems
    Biling Zhang
    Jung-Lang Yu
    Wan-Ru Kuo
    Circuits, Systems, and Signal Processing, 2015, 34 : 1993 - 2013
  • [42] A Low-Complexity Semi-Blind Joint CFO and Data Estimation Algorithm for OFDM systems
    Lee, Kilbom
    Moon, Sung-Hyun
    Lee, Inkyu
    2012 IEEE 75TH VEHICULAR TECHNOLOGY CONFERENCE (VTC SPRING), 2012,
  • [43] SAGE Algorithm for Semi-Blind Channel Estimation and Symbol Detection for STBC MIMO OFDM Systems
    Mohsen Keshavarz Hedayati
    Hamidreza Bakhshi
    Mehdi Cheraghi
    Wireless Personal Communications, 2013, 71 : 1541 - 1555
  • [44] DECISION FEEDBACK SEMI-BLIND ESTIMATION ALGORITHM FOR SPECULAR OFDM CHANNELS
    Ladaycia, Abdelhamid
    Pesavento, Marius
    Mokraoui, Anissa
    Abed-Meraim, Karim
    Belouchrani, Adel
    2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2019, : 4664 - 4668
  • [45] Direct semi-blind MMSE equalization for STBC
    Ding, ZG
    Ward, DB
    IEEE SIGNAL PROCESSING LETTERS, 2005, 12 (05) : 380 - 383
  • [46] SAGE Algorithm for Semi-Blind Channel Estimation and Symbol Detection for STBC MIMO OFDM Systems
    Hedayati, Mohsen Keshavarz
    Bakhshi, Hamidreza
    Cheraghi, Mehdi
    WIRELESS PERSONAL COMMUNICATIONS, 2013, 71 (02) : 1541 - 1555
  • [47] Semi-blind equalization by least squares smoothing
    Zhao, Q
    Tong, L
    CONFERENCE RECORD OF THE THIRTY-SECOND ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1 AND 2, 1998, : 645 - 649
  • [48] A semi-blind approach to structured channel equalization
    Ng, BC
    Gesbert, D
    Paulraj, A
    PROCEEDINGS OF THE 1998 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-6, 1998, : 3385 - 3388
  • [49] Blind and semi-blind equalization based on the constant power criterion
    Zarzoso, V
    Comon, P
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2005, 53 (11) : 4363 - 4375
  • [50] A new semi-blind channel estimation for ZP-OFDM systems
    Lin, Wang
    Yanfen, Li
    ICEMI 2007: PROCEEDINGS OF 2007 8TH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOL II, 2007, : 167 - 171