Multiuser MIMO system using block space-time spreading and tensor modeling

In this paper, we consider a point-to-multipoint downlink multiuser wireless communication system, where a multiple-antenna base station simultaneously transmits data to several users equipped with multiple receive antennas. The transmit antenna array is partitioned into transmission blocks, each one being associated with a given user. Space-time spreading is performed within each block using a transmit antenna subset. We formulate block space-time spreading using a tensor modeling. We show that the tensor-based block space-time spreading model has the distinguishing feature of modeling a multiuser space-time transmission with different spatial spreading factors (diversity gains) as well as different multiplexing factors (code rates) for the users. The space-time spreading structure is chosen to allow a deterministic multiuser interference (MUI) elimination by each user. A block-constrained tensor model is then presented for the received signal, which is characterized by fixed constraint matrices that reveal the overall space-time spreading pattern. At each receiver, blind joint channel and symbol recovery is performed using an alternating least squares algorithm. Simulation results illustrate the performance of the proposed transceiver model in terms of bit-error-rate, channel/symbol estimation accuracy and link-level throughput.

[1]  M. J. Gans,et al.  On Limits of Wireless Communications in a Fading Environment when Using Multiple Antennas , 1998, Wirel. Pers. Commun..

[2]  Richard A. Harshman,et al.  Foundations of the PARAFAC procedure: Models and conditions for an "explanatory" multi-model factor analysis , 1970 .

[3]  André Lima Férrer de Almeida,et al.  PARAFAC-based unified tensor modeling for wireless communication systems with application to blind multiuser equalization , 2007, Signal Process..

[4]  Teng Joon Lim,et al.  Space-time spreading codes for a multiuser MIMO system , 2002, Conference Record of the Thirty-Sixth Asilomar Conference on Signals, Systems and Computers, 2002..

[5]  Lieven De Lathauwer,et al.  A Block Factor Analysis Based Receiver for Blind Multi-User Access in Wireless Communications , 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

[6]  Georgios B. Giannakis,et al.  Space-time diversity systems based on linear constellation precoding , 2003, IEEE Trans. Wirel. Commun..

[7]  Nikos D. Sidiropoulos,et al.  Blind PARAFAC receivers for DS-CDMA systems , 2000, IEEE Trans. Signal Process..

[8]  Robert W. Heath,et al.  Multimode antenna selection for spatial multiplexing systems with linear receivers , 2005, IEEE Trans. Signal Process..

[9]  A. Robert Calderbank,et al.  Space-Time Codes for High Data Rate Wireless Communications : Performance criterion and Code Construction , 1998, IEEE Trans. Inf. Theory.

[10]  Babak Hassibi,et al.  High-rate codes that are linear in space and time , 2002, IEEE Trans. Inf. Theory.

[11]  Helmut Bölcskei,et al.  An overview of MIMO communications - a key to gigabit wireless , 2004, Proceedings of the IEEE.

[12]  G. Favier,et al.  Space-Time Multiplexing Codes: A Tensor Modeling Approach , 2006, 2006 IEEE 7th Workshop on Signal Processing Advances in Wireless Communications.

[13]  Lieven De Lathauwer,et al.  Détection autodidacte pour des systèmes à accès multiple basée sur l'analyse PARAFAC , 2003 .

[14]  Rohit U. Nabar,et al.  Introduction to Space-Time Wireless Communications , 2003 .

[15]  R.W. Heath,et al.  Multimode precoding for MIMO wireless systems , 2005, IEEE Transactions on Signal Processing.

[16]  A. de Baynast,et al.  Blind PARAFAC receivers for multiple access-multiple antenna systems , 2003, 2003 IEEE 58th Vehicular Technology Conference. VTC 2003-Fall (IEEE Cat. No.03CH37484).

[17]  Emre Telatar,et al.  Capacity of Multi-antenna Gaussian Channels , 1999, Eur. Trans. Telecommun..

[18]  Wilhelm Keusgen On limits of wireless communications when using multiple dual-polarized antennas , 2003, 10th International Conference on Telecommunications, 2003. ICT 2003..

[19]  Benjamin K. Ng,et al.  Space-time spreading multilayered CDMA system , 2000, Globecom '00 - IEEE. Global Telecommunications Conference. Conference Record (Cat. No.00CH37137).

[20]  André Lima Férrer de Almeida,et al.  Tensor-Based Space-Time Multiplexing Codes for MIMO-OFDM Systems with Blind Detection , 2006, 2006 IEEE 17th International Symposium on Personal, Indoor and Mobile Radio Communications.

[21]  A.L.F. de Almeida,et al.  Generalized PARAFAC Model for Multidimensional Wireless Communications with Application to Blind Multiuser Equalization , 2005, Conference Record of the Thirty-Ninth Asilomar Conference onSignals, Systems and Computers, 2005..

[22]  Nikos D. Sidiropoulos,et al.  Identifiability results for blind beamforming in incoherent multipath with small delay spread , 2001, IEEE Trans. Signal Process..

[23]  Nikos D. Sidiropoulos,et al.  Khatri-Rao space-time codes , 2002, IEEE Trans. Signal Process..

[24]  Georgios B. Giannakis,et al.  Space-time block-coded multiple access through frequency-selective fading channels , 2001, IEEE Trans. Commun..

[25]  Karim Abed-Meraim,et al.  Diagonal algebraic space-time block codes , 2002, IEEE Trans. Inf. Theory.

[26]  Teng Joon Lim,et al.  Space-time multiplexing for mimo multiuser downlink channels , 2006, IEEE Transactions on Wireless Communications.

[27]  Pranav Dayal,et al.  Algebraic space-time codes with full diversity and low peak-to-mean power ratio , 2003, GLOBECOM '03. IEEE Global Telecommunications Conference (IEEE Cat. No.03CH37489).

[28]  Mohamed Oussama Damen,et al.  Universal space-time coding , 2003, IEEE Trans. Inf. Theory.

[29]  N.D. Sidiropoulos,et al.  Blind multiuser detection in W-CDMA systems with large delay spread , 2001, IEEE Signal Processing Letters.

[30]  Karim Abed-Meraim,et al.  On CDMA with space-time codes over multipath fading channels , 2003, IEEE Trans. Wirel. Commun..

[31]  Siavash M. Alamouti,et al.  A simple transmit diversity technique for wireless communications , 1998, IEEE J. Sel. Areas Commun..

[32]  André Lima Férrer de Almeida,et al.  PARAFAC receiver for blind multiuser equalization in wireless communication systems with temporal oversampling , 2005, 2005 13th European Signal Processing Conference.

[33]  Gerard J. Foschini,et al.  Layered space-time architecture for wireless communication in a fading environment when using multi-element antennas , 1996, Bell Labs Technical Journal.

[34]  Andrea J. Goldsmith,et al.  Capacity limits of MIMO channels , 2003, IEEE J. Sel. Areas Commun..