Title :
Channel shortened chip-level MMSE equalization for CDMA downlink
Author :
Zhang, Yi ; Gu, Jian ; Yang, Dacheng
Author_Institution :
Qualcomm Wireless Res. Center, Beijing Univ. of Posts & Telecommun., China
Abstract :
Previous work has shown that MMSE (minimum mean square error) equalizer has better performance than RAKE receiver and ZF (zero forcing) equalizer in high data rate systems. However, MMSE equalizer has a much higher complexity than RAKE receiver, especially when fading channel is sparse in high chip rate cases and the length of the channel becomes very long, which prohibits its applications. Our purpose of the paper is to reduce the length of the channel efficiently and thus to reduce the computation complexity of MMSE equalizer. A new algorithm for the optimal shortening of channel impulse response for MMSE equalizers is proposed. This algorithm, which uses eigenvalues and eigenvectors to generate the globally optimal coefficients of shortening impulse response filter (SIRF), has a lower complexity than the previous ones.
Keywords :
channel estimation; code division multiple access; computational complexity; equalisers; fading channels; least mean squares methods; radio links; transient response; CDMA downlink; MMSE equalization; channel equalization; channel impulse response; computation complexity; eigenvalues and eigenvectors; fading channel; high chip rate; high data rate systems; minimum mean square error; optimal shortening; shortening impulse response filter; Colored noise; Downlink; Eigenvalues and eigenfunctions; Equalizers; Fading; Filters; Interference elimination; Mean square error methods; Multiaccess communication; Multipath channels;
Conference_Titel :
Signal Processing and Its Applications, 2003. Proceedings. Seventh International Symposium on
Print_ISBN :
0-7803-7946-2
DOI :
10.1109/ISSPA.2003.1224881