Title :
Performance of adaptive linear interference suppression in the presence of dynamic fading
Author :
Honig, Michael L. ; Miller, Scott L. ; Shensa, Mark J. ; Milstein, Lawrence B.
Author_Institution :
Dept. of Electr. & Comput. Eng., Northwestern Univ., Evanston, IL, USA
fDate :
4/1/2001 12:00:00 AM
Abstract :
Adaptive linear interference suppression for direct-sequence (DS) code-division multiple access (CDMA) is studied in the presence of time- and frequency-selective fading. Interference suppression is achieved with an adaptive digital filter which spans a single symbol interval. Both decision-directed and blind adaptive algorithms, which do not require a training sequence, are considered. Modifications to least squares adaptive algorithms are presented which are compatible with differential coding and detection. For frequency-selective fading, adaptive algorithms are presented based upon different assumptions concerning knowledge of the desired user´s channel. Specifically, the cases considered are as follows: (1) perfect knowledge of the desired channel; (2) knowledge of only the relative path delays; and (3) knowledge of only one delay corresponding to the strongest path. Computer simulation results are presented which compare the performance of these algorithms with the analogous RAKE receivers. These results show that for case (3), even slow fading can cause a significant degradation in performance. Effective use of channel parameters in the adaptive algorithm reduces the sensitivity to fade rate, although moderate to fast fading can significantly compromise the associated performance gain relative to the RAKE receiver
Keywords :
Rayleigh channels; adaptive filters; adaptive signal processing; code division multiple access; differential detection; digital filters; filtering theory; interference suppression; land mobile radio; least squares approximations; multipath channels; multiuser channels; parameter estimation; radio receivers; spread spectrum communication; DS-CDMA; RAKE receivers; Rayleigh fading; adaptive algorithms; adaptive digital filter; adaptive linear interference suppression; blind adaptive algorithms; channel parameters; coherent detection; computer simulation results; decision-directed algorithms; differential coding; direct-sequence code-division multiple access; dynamic fading; fade rate; frequency-selective fading; least squares adaptive algorithms; mobile radio; multipath fading; noncoherent differential detection; performance; relative path delays; symbol interval; time-selective fading; Adaptive algorithm; Computer simulation; Delay; Digital filters; Fading; Frequency; Interference suppression; Least squares methods; Multiaccess communication; Multipath channels;
Journal_Title :
Communications, IEEE Transactions on