Semi-blind multiuser detector for reverse link in CDMA systems

The blind multiuser detection techniques in DS-CDMA systems mainly deal with the demodulation of a desired user's data with the prior knowledge of only the signature sequence of that user. However, in the CDMA reverse link, the base station knows the signature sequences of users in its cell, but has no knowledge of interfering users from other cells. In this paper, we develop a class of novel semi-blind technique for multiuser detection in such a scenario. This approach fully utilizes all known users' information, performs multistage parallel or serial interference cancellation to suppress the interferers within the cell, and exploits a blind adaptive decision-feedback MMSE detector to suppress the inter-cell interference. The performance of the proposed detector is found to have significantly better performance than that of the purely blind detectors and the non-blind detectors.

[1]  H. Vincent Poor,et al.  Code-aided interference suppression for DS/CDMA communications. II. Parallel blind adaptive implementations , 1997, IEEE Trans. Commun..

[2]  Andrew J. Viterbi,et al.  Very Low Rate Convolutional Codes for Maximum Theoretical Performance of Spread-Spectrum Multiple-Access Channels , 1990, IEEE J. Sel. Areas Commun..

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

[4]  Sergio Verdú,et al.  Minimum probability of error for asynchronous Gaussian multiple-access channels , 1986, IEEE Trans. Inf. Theory.

[5]  Sergio Verdu Adaptive multiuser detection , 1994, ISSSTA 1994.

[6]  H. Vincent Poor,et al.  Probability of error in MMSE multiuser detection , 1997, IEEE Trans. Inf. Theory.

[7]  Sergio Verdú,et al.  Near-far resistance of multiuser detectors in asynchronous channels , 1990, IEEE Trans. Commun..

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

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

[10]  Hideki Imai,et al.  Cascaded Co-Channel Interference Cancelling and Diversity Combining for Spread-Spectrum Multi-Access over Multipath Fading Channels (Special Issue on Land Mobile/Portable Propagation) , 1993 .

[11]  E. S. Esteves,et al.  Bit error probability of linear multiuser detectors in the presence of unknown multiple access interference , 1997, GLOBECOM 97. IEEE Global Telecommunications Conference. Conference Record.

[12]  S. Haykin,et al.  Adaptive Filter Theory , 1986 .

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

[14]  Behnaam Aazhang,et al.  Multistage detection in asynchronous code-division multiple-access communications , 1990, IEEE Trans. Commun..