Blind detection of asynchronous CDMA signals in multipath channels using code-constrained inverse filter criteria

A code-constrained inverse filter criteria based approach is presented for blind detection of asynchronous short-code DS-CDMA (direct sequence code division multiple access) signals in multipath channels. Only the spreading code of the desired user is assumed to be known; its transmission delay may be unknown. We focus on maximization of the normalized fourth cumulant of inverse filtered (equalized) data w.r.t. the equalizer coefficients subject to the equalizer lying in a subspace associated with the desired user's code sequence. Constrained maximization leads to extraction of the desired user's signal whereas unconstrained maximization leads to the extraction of any one of the existing users. An illustrative simulation example is provided.

[1]  Upamanyu Madhow Blind adaptive interference suppression for direct-sequence CDMA , 1998 .

[2]  David Gesbert,et al.  Blind multi-user MMSE detection of CDMA signals , 1998, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181).

[3]  Jitendra K. Tugnait,et al.  Blind spatio-temporal equalization and impulse response estimation for MIMO channels using a Godard cost function , 1997, IEEE Trans. Signal Process..

[4]  Philip Schniter,et al.  On the robustness of blind linear receivers for short-code CDMA , 1999, 1999 2nd IEEE Workshop on Signal Processing Advances in Wireless Communications (Cat. No.99EX304).

[5]  Vijay K. Bhargava,et al.  Recent advances in cellular wireless communications , 1999, IEEE Commun. Mag..

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

[7]  M.K. Tsatsanis,et al.  Performance analysis of minimum variance CDMA receivers , 1998, IEEE Trans. Signal Process..

[8]  Jitendra K. Tugnait,et al.  Identification and deconvolution of multichannel linear non-Gaussian processes using higher order statistics and inverse filter criteria , 1997, IEEE Trans. Signal Process..

[9]  Yu Song,et al.  Subspace blind detection of asynchronous CDMA signals in multipath channels , 1999, 1999 2nd IEEE Workshop on Signal Processing Advances in Wireless Communications (Cat. No.99EX304).

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

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

[12]  D. Luenberger Optimization by Vector Space Methods , 1968 .