Title :
Rapid detection and suppression of multi-user interference in DS-CDMA
Author :
Honig, Michael L.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Northwestern Univ., Evanston, IL, USA
Abstract :
Minimum mean squared error (MMSE) detection has been proposed for direct sequence-code division multiple access (DS-CDMA) systems. The MMSE detectors are near-far resistant, and can be adapted with standard adaptive algorithms without knowledge of user parameters (i.e., spreading codes). These algorithms rely on a known training sequence for initial adaptation, and subsequently switch to a decision-directed mode. After the switch, the performance of the adaptive algorithm may degrade substantially if a strong interferer suddenly appears (i.e., if power control is relaxed). We present a “rescue” algorithm that monitors for sudden changes in the signal space, which may be caused by the appearance of a strong interferer. If a new interferer is detected, decision-directed adaptation is suspended, and an estimate of the optimal filter coefficients is obtained without a training sequence. It is shown that in the presence of low-level background noise, a good estimate can be obtained within a few symbol intervals. A numerical example is given which illustrates the performance of the rescue algorithm in a synchronous DS-CDMA system
Keywords :
adaptive filters; adaptive signal detection; code division multiple access; filtering theory; interference suppression; pseudonoise codes; radiofrequency interference; spread spectrum communication; MMSE detectors; adaptive algorithms; decision-directed adaptation; decision-directed mode; low-level background noise; minimum mean squared error; multi-user interference detection; multi-user interference suppression; near-far resistant detectors; optimal filter coefficients estimation; performance; power control; rescue algorithm; signal space; spreading codes; strong interferer; symbol intervals; synchronous DS-CDMA system; training sequence; Adaptive algorithm; Background noise; Code standards; Degradation; Detectors; Filters; Interference suppression; Multiaccess communication; Power control; Switches;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on
Conference_Location :
Detroit, MI
Print_ISBN :
0-7803-2431-5
DOI :
10.1109/ICASSP.1995.480416