A generalized minimum-mean-output-energy strategy for CDMA Systems with improper MAI

It has been shown that in a direct-sequence/code-division multiple-access (DS/CDMA) system employing binary phase-shift keying (BPSK) modulation the baseband equivalent of the CDMA multiplex is, under very mild assumptions, an improper complex random process, i.e., it has a nonzero pseudoautocorrelation function. The problem of linear multiuser detection for asynchronous DS/CDMA systems with improper multiaccess interference (MAI) is considered. A new mean-output-energy (MOE) cost function is introduced, whose constrained minimization leads to two new linear multiuser detectors, exploiting the information contained in the pseudoautocorrelation of the observables, and which generalize the classical decorrelating and minimum mean-square error (MMSE) receivers. The problem of blind adaptive receiver implementation based on subspace tracking is also tackled. Finally, the superiority of the new detectors with respect to the classical linear detection structures present in the literature is demonstrated through both theoretical considerations and computer simulations.

[1]  Antonia Maria Tulino,et al.  A new family of MMSE multiuser receivers for interference suppression in DS/CDMA systems employing BPSK modulation , 2001, IEEE Trans. Commun..

[2]  James L. Massey,et al.  Proper complex random processes with applications to information theory , 1993, IEEE Trans. Inf. Theory.

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

[4]  Antonia Maria Tulino,et al.  Asymptotic analysis of improved linear receivers for BPSK-CDMA subject to fading , 2001, IEEE J. Sel. Areas Commun..

[5]  Antonia Maria Tulino,et al.  Partially blind adaptive MMSE interference rejection in asynchronous DS/CDMA networks over frequency-selective fading channels , 2001, IEEE Trans. Commun..

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

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

[8]  Ramjee Prasad,et al.  An overview of air interface multiple access for IMT-2000/UMTS , 1998, IEEE Commun. Mag..

[9]  Bin Yang,et al.  Projection approximation subspace tracking , 1995, IEEE Trans. Signal Process..

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

[11]  Barry G. Evans,et al.  Satellite UMTS/IMT2000 W-CDMA air interfaces , 1999, IEEE Commun. Mag..

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

[13]  Harry Leib,et al.  Maximizing SNR in improper complex noise and applications to CDMA , 1997, IEEE Communications Letters.

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

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