MMSE/PIC multi-user detection for DS/CDMA systems with inter- and intra-cell interference

This paper analyses combinations of the linear MMSE detector and a non-linear parallel interference canceller (PIC) for multi-user CDMA detection. Both the case where all users' codes are known at the receiver, and the case where only some codes are known are considered. An upper bound and an approximate formula for the error probability are derived and verified through simulation It is shown that the combined MMSE/PIC detector can have a considerable performance gain over the MMSE. It is also shown that while the MMSE detector is sensitive to large code cross-correlation values, the combined MMSE/PIC detector is robust to code cross-correlations. Finally, use of the MMSE/PIC detector for cellular systems with both inter- and intra-cell interference is considered.

[1]  Sergio Verdú,et al.  Linear multiuser detectors for synchronous code-division multiple-access channels , 1989, IEEE Trans. Inf. Theory.

[2]  Alexandra Duel-Hallen,et al.  Decorrelating decision-feedback multiuser detector for synchronous code-division multiple-access channel , 1993, IEEE Trans. Commun..

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

[4]  Craig K. Rushforth,et al.  A Family of Suboptimum Detectors for Coherent Multiuser Communications , 1990, IEEE J. Sel. Areas Commun..

[5]  A. Host-Madsen Semi-blind decorrelating multi-user detectors for CDMA: subspace methods , 1998, Ninth IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (Cat. No.98TH8361).

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

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

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

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

[10]  S. Moshavi,et al.  Multi-user detection for DS-CDMA communications , 1996, IEEE Commun. Mag..

[11]  David Gesbert,et al.  Blind multi-user linear detection of CDMA signals in frequency selective channels , 1998, ICC '98. 1998 IEEE International Conference on Communications. Conference Record. Affiliated with SUPERCOMM'98 (Cat. No.98CH36220).

[12]  Urbashi Mitra,et al.  Blind channel estimation for multi-user CDMA systems , 1998, ICC '98. 1998 IEEE International Conference on Communications. Conference Record. Affiliated with SUPERCOMM'98 (Cat. No.98CH36220).

[13]  Mahesh K. Varanasi,et al.  Near-optimum detection in synchronous code-division multiple-access systems , 1991, IEEE Trans. Commun..

[14]  Douglas B. Williams,et al.  A constrained optimization approach to multiuser detection , 1997, IEEE Trans. Signal Process..

[15]  Upamanyu Madhow,et al.  MMSE interference suppression for direct-sequence spread-spectrum CDMA , 1994, IEEE Trans. Commun..

[16]  R. Michael Buehrer,et al.  Analysis of adaptive multistage interference cancellation for CDMA using an improved Gaussian approximation , 1996, IEEE Trans. Commun..

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

[18]  P. W. Baier,et al.  Zero forcing and minimum mean-square-error equalization for multiuser detection in code-division multiple-access channels , 1996 .

[19]  D.G.M. Cruickshank,et al.  Suppression of multiple access interference in a DS-CDMA system using Wiener filtering and parallel cancellation , 1996 .

[20]  Hideki Imai,et al.  An Adaptive Canceller of Cochannel Interference for Spread-Spectrum Multiple-Access Communication Networks in a Power Line , 1990, IEEE J. Sel. Areas Commun..