Group-blind multiuser detection for uplink CDMA

The blind techniques for multiuser detection in CDMA systems lead to several near-far resistant adaptive receivers for demodulating a given user's data with the prior knowledge of only the spreading sequence of that user. In the CDMA uplink, however, typically the base station receiver has the knowledge of the spreading sequences of all the users within the cell, but not that of the users from other cells. In this paper group-blind techniques are developed for multiuser detection in such scenarios. These new techniques make use of the spreading sequences and the estimated multipath channels of all known users to suppress the intra-cell interference, while blindly suppressing the inter-cell interference. Simulation results demonstrate that the proposed group-blind linear multiuser detection techniques offer substantial performance gains over the blind linear multiuser detection methods in a CDMA uplink environment.

[1]  Georgios B. Giannakis,et al.  Blind estimation of direct sequence spread spectrum signals in multipath , 1995, Conference Record of The Twenty-Ninth Asilomar Conference on Signals, Systems and Computers.

[2]  Scott L. Miller,et al.  Adaptive detection of DS/CDMA signals in fading channels , 1998, IEEE Trans. Commun..

[3]  H. Vincent Poor,et al.  Blind Multiuser Detection: A Subspace Approach , 1998, IEEE Trans. Inf. Theory.

[4]  T. W. Anderson An Introduction to Multivariate Statistical Analysis , 1959 .

[5]  Upamanyu Madhow,et al.  Adaptive interference suppression for direct sequence CDMA over severely time-varying channels , 1997, GLOBECOM 97. IEEE Global Telecommunications Conference. Conference Record.

[6]  Michail K. Tsatsanis Inverse filtering criteria for CDMA systems , 1997, IEEE Trans. Signal Process..

[7]  Gene H. Golub,et al.  Matrix computations , 1983 .

[8]  Kon Max Wong,et al.  UN-MUSIC and UN-CLE: an application of generalized correlation analysis to the estimation of the direction of arrival of signals in unknown correlated noise , 1994, IEEE Trans. Signal Process..

[9]  H. Vincent Poor,et al.  Blind equalization and multiuser detection in dispersive CDMA channels , 1998, IEEE Trans. Commun..

[10]  Upamanyu Madhow,et al.  Blind adaptive multiuser detection , 1995, IEEE Trans. Inf. Theory.

[11]  Sergio Verdú,et al.  Linear Differentially Coherent Multiuser Detection for Multipath Channels , 1998, Wirel. Pers. Commun..

[12]  H. Vincent Poor,et al.  Adaptive joint multiuser detection and channel estimation in multipath fading CDMA channels , 1998, Wirel. Networks.

[13]  Murat Torlak,et al.  Blind multiuser channel estimation in asynchronous CDMA systems , 1997, IEEE Trans. Signal Process..

[14]  Anders Høst-Madsen,et al.  Group-blind multiuser detection for uplink CDMA , 1999, IEEE J. Sel. Areas Commun..

[15]  Behnaam Aazhang,et al.  Subspace-based channel estimation for code division multiple access communication systems , 1996, IEEE Trans. Commun..

[16]  Anders Høst-Madsen,et al.  MMSE/PIC multiuser detection for DS/CDMA systems with inter- and intra-cell interference , 1999, IEEE Trans. Commun..

[17]  Sergio Verdu,et al.  Multiuser Detection , 1998 .

[18]  Upamanyu Madhow Blind adaptive interference suppression for the near-far resistant acquisition and demodulation of direct-sequence CDMA signals , 1997, IEEE Trans. Signal Process..