Title :
Structured MMSE equalization for synchronous CDMA with sparse multipath channels
Author :
Chowdhury, Samina ; Zoltowski, Michael D. ; Goldstein, J.Scott
Author_Institution :
Sch. of Electr. Eng., Purdue Univ., West Lafayette, IN, USA
Abstract :
We present chip-level MMSE equalizers for the forward link in CDMA that exploit the underlying channel structure, specifically the fact that the channel impulse response is sparse. The assumption we make is that the channel vector lies in the subspace associated with the pulse shaping filter convolution matrix. We can then project the chip-level MMSE equalizers onto a much lower dimensional subspace due to the sparseness of the channel. The simulations demonstrate that this low-rank MMSE equalizer converges very quickly to the asymptotic SINR, even where the underlying assumption is not valid
Keywords :
code division multiple access; convergence of numerical methods; convolution; delay estimation; equalisers; least mean squares methods; low-pass filters; matched filters; multipath channels; pulse shaping; radio links; sparse matrices; transient response; MMSE; asymptotic SINR; channel structure; channel vector subspace; chip-level equalizers; convergence; convolution matrix; forward link; low-rank equalizer; pulse shaping filter; sparse channel impulse response; sparse multipath channels; synchronous CDMA; Code division multiplexing; Convolution; Delay; Equalizers; Fading; Filters; Multiaccess communication; Multipath channels; Pulse shaping methods; Receiving antennas;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location :
Salt Lake City, UT
Print_ISBN :
0-7803-7041-4
DOI :
10.1109/ICASSP.2001.940410