Title :
Performance of adaptive linear interference suppression for DS-CDMA in the presence of flat Rayleigh fading
Author :
Honig, Michael L. ; Shensa, Mark J. ; Miller, Scott L. ; Milstein, Laurence B.
Author_Institution :
Dept. of ECE, Northwestern Univ., Evanston, IL, USA
Abstract :
The performance of adaptive linear interference suppression for direct-sequence code-division multiple-access is evaluated in the presence of flat Rayleigh fading. Interference suppression is achieved with an adaptive digital filter which attempts to minimize the mean squared estimation error. A model for the reverse link of a cellular system is assumed which accounts for both intra- and other-cell interference, and stochastic arrivals and departures of transmitted packets. All received signals experience both long-term shadowing and short-term Rayleigh fading. Variations on decision-directed and blind least squares adaptive algorithms are presented which are compatible with differential coding and detection. Computer simulation results are presented which compare the uncoded performance of the adaptive scheme with the conventional matched filter. These results indicate that the adaptive approach is insensitive to variations in received power (averaged over fades), and offers a significant gain in capacity (measured in Erlangs per cell) at modest to high error rates (5-15%)
Keywords :
Rayleigh channels; adaptive filters; cellular radio; code division multiple access; digital filters; fading; interference suppression; land mobile radio; least mean squares methods; packet radio networks; pseudonoise codes; radiofrequency interference; spread spectrum communication; DS-CDMA; adaptive digital filter; adaptive linear interference suppression; blind least squares adaptive algorithms; capacity gain; cellular system; decision-directed adaptive algorithms; departures; differential coding; differential detection; direct-sequence code-division multiple-access; flat Rayleigh fading; intra-cell interference; least mean squared estimation error; long-term shadowing; other-cell interference; performance; received power sensitivity; reverse link; stochastic arrivals; transmitted packets; uncoded performance; Adaptive algorithm; Computer simulation; Digital filters; Estimation error; Interference suppression; Least squares methods; Multiaccess communication; Rayleigh channels; Shadow mapping; Stochastic systems;
Conference_Titel :
Vehicular Technology Conference, 1997, IEEE 47th
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-3659-3
DOI :
10.1109/VETEC.1997.606013