Modified adaptive LMMSE receiver for DS-CDMA systems in fading channels

Linear minimum mean squared error (LMMSE) criterion can be used to obtain near-far resistant receivers in direct-sequence code-division multiple-access (DS-CDMA) systems. The standard version of the LMMSE detector depends on the channel coefficients of all users and cannot be used in frequency-selective fading channels due to fast changes of channel phases which demands for continuous detector updating. In this paper, a modified criterion for deriving LMMSE receivers in fading channels is used, which effectively converts the pathological Rayleigh fading channel to an equivalent fixed AWGN channel from the detector point of view. Thus, the detector is independent from the user's complex channel coefficients. Adaptive versions of the modified LMMSE receiver require estimation of channel delays and complex coefficients. An adaptive least mean squares (LMS) algorithm for DS-CDMA downlink receivers utilizing a pilot channel for channel estimation is presented as an example of a practical implementation of the scheme. The numerical results show that the modified criterion can be applied in downlink receivers in fading channels and the adaptive version converges close to the optimal LMMSE solution.

[1]  Antti Toskala,et al.  FRAMES multiple access mode 2-wideband CDMA , 1997, Proceedings of 8th International Symposium on Personal, Indoor and Mobile Radio Communications - PIMRC '97.

[2]  Markku J. Juntti,et al.  Finite memory-length linear multiuser detection for asynchronous CDMA communications , 1997, IEEE Trans. Commun..

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

[4]  M. Luise,et al.  Blind adaptive interference-reject linear detectors for CDMA receivers , 1996, Proceedings of ISSSTA'95 International Symposium on Spread Spectrum Techniques and Applications.

[5]  Scott L. Miller,et al.  A modified MMSE receiver for detection of DS-CDMA signals in fading channels , 1996, Proceedings of MILCOM '96 IEEE Military Communications Conference.

[6]  Zoran Zvonar,et al.  Multiuser detection for CDMA systems , 1995, IEEE Wirel. Commun..

[7]  S. C. Park,et al.  A constrained adaptive algorithm for multiple access interference suppression in DS/CDMA communication systems , 1996, Proceedings of MILCOM '96 IEEE Military Communications Conference.

[8]  Jeffrey H. Reed,et al.  Blind CDMA interference rejection in multipath channels , 1997, 1997 IEEE 47th Vehicular Technology Conference. Technology in Motion.

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

[10]  Scott L. Miller An adaptive direct-sequence code-division multiple-access receiver for multiuser interference rejection , 1995, IEEE Trans. Commun..

[11]  S. Kay Fundamentals of statistical signal processing: estimation theory , 1993 .

[12]  Branka Vucetic,et al.  Adaptive receiver structures for asynchronous CDMA systems , 1994, IEEE J. Sel. Areas Commun..

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

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