Title :
Stability of CDMA data networks with fixed and adaptive MMSE receivers
Author :
Mitra, Urbashi ; Vijayakumar, Rajiv ; Wasserman, Kimberly M.
Author_Institution :
Dept. of Electr. Eng., Ohio State Univ., Columbus, OH, USA
Abstract :
The stability of a direct-sequence code-division multiple-access (DS-CDMA) packet data network employing minimum-mean squared-error (MMSE) receivers is investigated. It is observed that, in contrast to prior work, conditions exist under which the MMSE receiver system exhibits bistable behavior. However, for a sufficiently large user population, it can be shown that the stochastic MMSE receiver system has a high probability in any given neighborhood of a single operating point, which can be shown to be a globally stable equilibrium point of an associated deterministic system. In addition, adaptive versions of the MMSE receiver based on least-mean squares and recursive least squares are considered. Again, if the adaptation parameters are properly chosen to ensure a limited amount of excess mean-squared error, the DS-CDMA packet data network with adaptive MMSE receivers is also stable in the sense defined herein.
Keywords :
adaptive systems; code division multiple access; data communication; land mobile radio; least mean squares methods; packet radio networks; probability; radio receivers; spread spectrum communication; stability; stochastic processes; DS-CDMA packet data networks; adaptation parameters; adaptive MMSE receiver; bistable behavior; deterministic system; excess mean-squared error; fixed MMSE receiver; globally stable equilibrium point; large user population; least-mean squares; minimum-mean squared-error; mobile wireless communication; packet data network stability; probability; recursive least squares; stochastic MMSE receiver system; Adaptive systems; Base stations; Least squares methods; Matched filters; Multiaccess communication; Random processes; Redundancy; Stability; Stochastic processes; Stochastic systems;
Conference_Titel :
Signals, Systems, and Computers, 1999. Conference Record of the Thirty-Third Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-5700-0
DOI :
10.1109/ACSSC.1999.832321