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Reseach Article

Blind Equalization in OFDM Systems by Channel Shortening and Channel Diversity Exploitation

by Cang Yan, Emmanuel A Mwangosi, Naveed Ur Rehman
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 113 - Number 1
Year of Publication: 2015
Authors: Cang Yan, Emmanuel A Mwangosi, Naveed Ur Rehman
10.5120/19793-1573

Cang Yan, Emmanuel A Mwangosi, Naveed Ur Rehman . Blind Equalization in OFDM Systems by Channel Shortening and Channel Diversity Exploitation. International Journal of Computer Applications. 113, 1 ( March 2015), 28-32. DOI=10.5120/19793-1573

@article{ 10.5120/19793-1573,
author = { Cang Yan, Emmanuel A Mwangosi, Naveed Ur Rehman },
title = { Blind Equalization in OFDM Systems by Channel Shortening and Channel Diversity Exploitation },
journal = { International Journal of Computer Applications },
issue_date = { March 2015 },
volume = { 113 },
number = { 1 },
month = { March },
year = { 2015 },
issn = { 0975-8887 },
pages = { 28-32 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume113/number1/19793-1573/ },
doi = { 10.5120/19793-1573 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:49:51.581975+05:30
%A Cang Yan
%A Emmanuel A Mwangosi
%A Naveed Ur Rehman
%T Blind Equalization in OFDM Systems by Channel Shortening and Channel Diversity Exploitation
%J International Journal of Computer Applications
%@ 0975-8887
%V 113
%N 1
%P 28-32
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

We propose two alternative approaches for blind channel shortening to design time domain finite impulse response equalizer (TDE) in multicarrier single input, multiple output systems. The first approach we utilize the constant envelop of the transmitted signal called constant modulus (CM). Second approach is based on decision directed algorithm, where we update time domain equalizer using decision directed cost function. These cost function have been widely studied for single carrier systems, implementing them in multicarrier scenario is of great importance. Simulations shows they outperform classical multicarrier equalization by restoration of redundancy (MERRY) and Carrier nulling algorithm (CNA) that utilizes redundancies inherent in carriers in terms of bit error rate.

References
  1. Z. wang and G. B Giannakis, "Wireless Multicarrier Communication" IEEE Signal Processing Mag. , vol 17 no. 3, pp 29-48, may 2000.
  2. J. M. Walsh, R. K. Martin, and C. R. Johnson, Jr. "Convergence and performance issues for autocorrelation based adaptive channel shortening," in Asilomar Conference on Signals, Systems, and Computers, Nov, 2006.
  3. Balakrishnan J. , Martin, R. K. , and Johnson, C. R. : "Blind, adaptive channel shortening by sum-squared auto-correlation minimization (SAM)", IEEE Trans. Signal Process. , 2003, 51, (12), pp. 3086–3093
  4. P. J. W. Melsa, R. C. Younce, and C. E. Rohrs, "Impulse response shortening for discrete multitone transceivers," IEEE Trans. Commun. , vol. 44, pp. 1662-1672, Dec. 1996
  5. D. D. Falconer and F. R. Magee, "Adaptive Channel Memory Truncation for Maximum Likelihood Sequence Estimation," Bell Sys. Tech. Journal, pp. 1541–1562, Nov. 1973.
  6. R. K. Martin, "Blind, adaptive equalization for multicarrier receivers," Ph. D. Thesis, Cornell University, US 2004.
  7. G. Arslan, M. Ding, B. Lu, Z. Shen, and B. L. Evans, "TEQ Design Toolbox. Univ. Texas, Austin, TX. [Online. ] Available:http://www. ece. utexas. edu/bevans/projects/adsl/dmtteq/dmtteq. html,"
  8. N. Al-Dhahir and J. Cioffi,"The combination of Finite Length Geometric Equalization and Bandwidth Optimization for Multicarrier Transceivers" in International conf. on Acoustic, Speech and Signal Processing, May 1995 pp. 1201-1204.
  9. R. k Martin, J Balakrishnan, W. A Sethares, and CR Johnson, Jr "A blind adaptive TQE for Multicarrier Systems", IEEE Trans. Commn. Vol 49, no 11, Nov 2002 pp. 341-343.
  10. R. k Martin, "Fast-Converging Blind Adaptive Channel-Shortening and Frequency- Domain Equalization" IEEE Trans. on Signal Processing Vol. 55, No 1, Jan 2007, pp 102-110
  11. R. K. Martin, J. M. Walsh, and C. R. Johnson, Jr. ,"Low complexity MIMO blind, adaptive channel shortening," IEEE Trans. Signal Process. , vol. 53, no. 4, pp. 1324–1334, Apr. 2005
  12. R. Nawaz and J. A. Chambers, "Blind Adaptive Channel Shortening by Single Lag Autocorrelation Minimization (SLAM)," Electronics Letters, vol. 40, pp. 1609–1611, December 2004.
  13. J. Balakrishnan, R. K. Martin, and C. R. Johnson, Jr. , "Blind, adaptive channel shortening by sum-squared auto-correlation minimization (SAM),"IEEE Trans. Signal Process. vol. 51, no. 12, pp. 3086–3093,Dec. 2003
  14. M. Yamin and R. Nawaz, "A Blind adaptive channel shortening algorithm using any lag auto correlation minimization" Emerging Technologies (ICET) Sept. 2011.
  15. M. Grira, J. A Chambers "A blind lag-hopping adaptive channel shortening algorithm based upon sum-squared autocorrelation minimization (LHSAM)" Acoustic speech and signal processing 2008 pp. 3569-3572.
  16. K. Maatong, J. A Chambers "Blind adaptive channel shortening with a Generalized Lag hopping which employs sum-squared autocorrelation minimization GLHSAM" ICSNC 2008, pp. 75-78
  17. F. Romano and S. Barbarossa, "Non-data aided adaptive channel shortening for efficient multi-carrier systems," in Proc. of Intl. Conf. on Acoustics, Speech and Signal Proc. , pp. 233–236 Apr. 2003.
  18. T. B. Jabeur, K. Abed-Meraim, and H. Boujemaa, "Blind channel shortening in OFDM systems using nulltones and cyclic prefix," in Proc. of ICASSP, pp. 3041–3044, 2008.
  19. M. de Courville, P. Duhamel, P. Madec, and J. Palicot,"Blind equalization of OFDM systems based on the minimization of a quadratic criterion,"inProc. IEEE Int. Conf. Communications, Dallas, TX, Jun. 1996, pp. 1318–1321.
  20. E. B. Salem, H. Besbes "Maximization of useful-to-null subcarrier energy ratio for blind multicarrier SIMO channel shortening" 7th European Signal Processing Conference (EUSIPCO 2009)
Index Terms

Computer Science
Information Sciences

Keywords

Blind equalization Constant modulus algorithm decision directed algorithm SIMO OFDM.