Abstract
In this paper we propose the use of a turbo receiver for the uplink of a MIMO CDMA system employing layered space-time transmission. The proposed receiver consists of a low complexity layered space-time multi-user detector using minimum mean squared error (MMSE) filtering with a-priori information and a bank of MAP SISO decoders. Using the soft estimates from a bank of MAP decoders we obtain soft values of the interfering symbols. The SISO multiuser detector subtracts the vector of the interfering symbols from the incoming signal. The resulting vector is then filtered by an adaptive MMSE filter to reduce the residual MAI. This process iterates by exchanging extrinsic informations between the bank of MAP decoders and the SISO multiuser detector. Turbo Trellis Coded Modulation (TTCM) is used as Forward Error Correcting (FEC) code due to its high bandwidth efficiency. Our computer simulations show that the proposed structure outperforms a classical iterative receiver based on parallel interference cancellation (PIC) as well as a non-iterative MMSE receiver. Furthermore, in a multiuser context, the proposed receiver offers an error performance similar to that of single-user case at high SNR.
Similar content being viewed by others
References
S. Verdu, “Minimum Probability of Error for Asynchronous Gaussian Multiple-Access Channels”, IEEE Trans. Inform. Theory, Vol. IT-32, pp. 85–96, Jan. 86.
T.R. Giallorenzi and S.G. Wilson, “Multiuser ML Sequence Estimation for Convolutional Coded Asynchronous DS-CDMA systems”, IEEE Trans. Commun., Vol. COM-44, No. 9, pp. 1183–1196, Sep. 96.
M.C. Valenti, B.D. Woerner, “Combined Mutiuser Reception and Channel Decoding for TDMA Cellular Systems”, Proc. IEEE Vehicular Technology Conf., pp. 1915–1919, Ottawa 98.
J. Hagenauer, “Forward Error Correcting for CDMA Systems”, in Proc. IEEE Int. Symp. Spread Spectrum Techniques and Applications, Mainz, Germany, pp. 566–569, Sep. 96.
P.D. Alexander, A.J. Grant, and M.C. Reed, “Iterative Detection in Code-Division Multiple-Access with Error Control Coding”, European Trans. Telecommun. Special Issue CDMA Techniques Wireless Commun. Syst., Vol. 9, pp. 419–425, Sept./Oct. 98.
P.D. Alexander, M.C. Reed, J.A. Asenstorfer, and C. B. Schlegel, “Iterative Multiuser Interference Reduction: Turbo CDMA”, IEEE Trans. Commun., Vol. COM-47, No.7, pp. 1008–1014, July 99.
C. Laot, “Egalisation Autodidacte et Turbo-Égalisation: Application aux canaux sélectifs en fréquence”, PhD Thesis, Rennes I University, July 97.
C. Douillard, C.B. Michel Jezequel, A. Picart, P. Didier, and A. Glavieux, “Iterative Correction of Intersymbol interference: Turbo-Equalization”, European Trans. Telecommun., Vol. 6, pp. 507–511, Sept. 95.
X.Wang, H.V. Poor, “Iterative (Turbo) Soft Interference Cancellation and Decoding for Coded CDMA”, IEEE Trans. Commun., Vol. COM-47, No. 7, pp. 1046–1061, July 99.
B. Lu and X. Wang, “Iterative Receivers for Multi-User Space-Time Coding Systems”, IEEE J. Select. Areas Commun., Vol. 18, pp. 2322–2335, Nov. 2000.
S. Sfar, R.D. Murch, and K.B. Letaief, “Layered Space-Time Mmultiuser Detection Over Wireless Uplink Systems”, IEEE Trans. Wireless Commun., Vol. 2, pp. 653–668, July 2003.
P. Rao and V.K. Prabhu, “A Successive Interference Cancellation Multi-user Detector for MIMO CDMA Systems”, in Proc. of IEEE VTC'03, pp. 1075–1079, Oct. 2003.
J. Shen and A.G. Burr, “Iteraive Multi-user Antenna Detector for MIMO CDMA Employing Space-time Turbo codes”, in Proc. of IEEE Globecom'02, pp. 419–423, Nov. 2002.
P. Robertson and T. Woerz, “Bandwidth Efficient Turbo Trellis-Coded Modulation using Punctured Component Codes”, IEEE Journal on Selected Areas in Commun., Vol. 16, No. 2, pp. 206–218, Feb. 1998.
P. Robertson and T. Woerz, “Novel Coded Modulation Scheme Employing Turbo Codes”, Electronics Letters, Vol. 31, No. 18, pp. 1546–1547, Aug. 1995.
M. Tuchler, A.C. Singer and R. Koetter, “Minimum Mean Squared Error Equalization Using a Priori Information”, IEEE Trans. Signal Processing, Vol. 50, pp. 673–683, March 2002.
L.U Wachsmann and J. Huber, “Power and Bandwidth Efficient Digital Communication Using Turbo Codes in Multilevel Codes”, European Trans. Telecommun., Vol. 6, No. 5, pp. 557–567, Sept./Oct. 1995.
B.A. Bjerke and J.G. Proakis, “Multiple-Antenna Diversity Techniques for Transmission Over Fading Channels”, in Proc. of IEEE WCNC'99, pp. 1038–1042, Sep. 1999.
Author information
Authors and Affiliations
Corresponding author
Additional information
Jean-Pierre Cances graduated in electrical engineering from ENST Bretagne in 1990. He received his Ph.D degree from Télécom Paris in satellite communication engineering in 1993. He is now an assistant Professor at the Ecole Nationale Supérieure d'Ingénieurs de Limoges (ENSIL). His current research interests include satellite communication systems, multicarrier detection and synchronization algorithms, MIMO communication systems.
Gholam Reza Mohammad-khani received his BSc. and MSc. degrees in communication engineering from Sharif University of Technology, Tehran, Iran, respectively in 1992 and 1994. He worked as a lecturer in Mashhad University in 1997. His current research interests include satellite communication systems, multiuser detection and synchronization algorithms.
Vahid Meghdadi received his BSc. and MSc. degrees in communication engineering from Sharif University of Technology, Tehran, Iran, respectively in 1989 and 1992. He worked as a lecturer in Mashhad University in 1993. Since 1994, he has been a Ph.D. student inEcole nationale Supérieure d'Ingenieurs de Limoges (ENSIL) where he is now an assistant professor. His current research interests include satellite communication systems, multiuserdetection and synchronization algorithms, MIMO communication systems.
Rights and permissions
About this article
Cite this article
Cances, J.P., Mohammadkhani, G.R. & Meghdadi, V. Turbo Interference Mitigation in Layered Space-Time MIMO DS-CDMA Uplink with TTCM(Turbo Trellis Coded Modulation). Wireless Pers Commun 37, 105–121 (2006). https://doi.org/10.1007/s11277-006-1078-3
Issue Date:
DOI: https://doi.org/10.1007/s11277-006-1078-3