Blind Identification Channel Using Higher Order Cumulants with Application to Equalization for MC−CDMA System
Authors: Mohammed Zidane, Said Safi, Mohamed Sabri, Ahmed Boumezzough
Abstract:
In this paper we propose an algorithm based on higher order cumulants, for blind impulse response identification of frequency radio channels and downlink (MC−CDMA) system Equalization. In order to test its efficiency, we have compared with another algorithm proposed in the literature, for that we considered on theoretical channel as the Proakis’s ‘B’ channel and practical frequency selective fading channel, called Broadband Radio Access Network (BRAN C), normalized for (MC−CDMA) systems, excited by non-Gaussian sequences. In the part of (MC−CDMA), we use the Minimum Mean Square Error (MMSE) equalizer after the channel identification to correct the channel’s distortion. The simulation results, in noisy environment and for different signal to noise ratio (SNR), are presented to illustrate the accuracy of the proposed algorithm.
Keywords: Blind identification and equalization, Higher Order Cumulants, (MC−CDMA) system, MMSE equalizer.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1091694
Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1780References:
[1] D. P. Ruiz, M. C. Carrion, A. Gallego and J.A.Morent, "Identification of MA processes using cumulants: several sets of linear equations” IEE proc.-vis image signal process, vol. 143,No. 2. April 1996.
[2] M. Bakrim and D. Aboutajdine, "Cumulant-based identification of non gaussian moving average signals”, Traitement du Signal, vol. 16, No. 3, pp.175-186.1999.
[3] X. D. Zhang and Y. S. Zhang, "Fir system identication using higher order statistics alone”. IEEE Transaction on Signal Processing, 42(12):28542858, 1994.
[4] S. Safi, M. Frikel, M. M’Saad and A. Zeroual, "Blind Impulse Response Identication of frequency Radio Channels: Application to Bran A Channel”, Int. J. Sig. Proces., vol. 4 No. 1, pp. 201-206. 2007.
[5] S. Safi and A. Zeroual, "Blind non-minimum phase channel identication using 3rd and 4th order cumulants”, Int. J. Sig. Proces.,vol. 4 No. 1, pp. 158-168. 2007.
[6] M’hamed Bakrima and Driss Aboutajdine, "Higher-order statistics based blind estimation of non-Gaussian bidimensional moving average models” Signal Processing, Elsevier, Vol 86 pp. 30313042, 2006.
[7] M. Zidane, S. Safi, M. Sabri, and A. Boumezzough, "Impulse Response Identification of Minimum and Non Minimum Phase Channels” 4th Workshop on Codes, Cryptography and Communication Systems (WCCCS’13) 07-08 November 2013, Meknes, Morocco.
[8] K. Abderrahim, R. B. Abdennour, G. favier, M. Ksouri, and F. Msahli, "New results on FIR system identification using cumulants”, Vol 35 601-622, 2001.
[9] S. Safi, "Identication aveugle des canaux `a phase non minimale en utilisant les statistiques d’ordre sup´erieur: application aux r´eseaux mobiles”. Th`ese d’Habilit´e, Cadi Ayyad University, Marrakesh, Morocco, 2008.
[10] M. Zidane, S. Safi, M. Sabri, and A. Boumezzough, "Blind Identification of Minimum Phase Channels Based On Higher Order Cumulants” International Conference on Intelligent Information and Network Technology (IC2INT’13) 13-14 November 2013, Settat, Morocco.
[11] ETSI, "Broadband Radio Access Networks (BRAN), HIPERLAN Type 2, Physical (PHY) layer”, 2001.
[12] ETSI,"Broadband Radio Access Networks (BRAN), (HIPERLAN) Type 2”, Requirements and architectures for wireless broadband access, 1999.
[13] N.Yee, Jean-Paul M. G. Linnartz and G. Fettweis, "Multi-Carrier-CDMA in indoor wireless networks, Conference Proceedings PIMRC 93”, Yokohama, Sept, 1993. pp. 109-113.
[14] M. Frikel, B. Targui, M. M’Saad, and F. Hamon, "Bit error rate analysis of the controlled equalization for MC-CDMA”, in IEEE ICSPC’07 Conf., Dubai, United Arab Emirates, 2007.