Title :
Adaptive signal processing techniques for short-code CDMA
Author :
Honig, Michael L.
Author_Institution :
Dept. of Electr. & Comput. Eng., Northwestern Univ., Evanston, IL, USA
Abstract :
The use of short, or repeated, spreading codes for direct-sequence (DS)-code-division multiple access (CDMA) enables the application of adaptive filtering techniques for interference mitigation. An attractive property of these techniques is that given a training sequence, little additional side information is required for estimation of the optimal filter. We describe some previously proposed adaptive filtering methods for short-code DS-CDMA, including reduced-rank filtering for fast convergence and tracking, adaptive decision-feedback multiuser detectors, and joint transmitter-receiver adaptation
Keywords :
adaptive filters; adaptive signal detection; adaptive signal processing; cellular radio; code division multiple access; convergence of numerical methods; encoding; filtering theory; interference suppression; multiuser channels; radio receivers; radio transmitters; radiofrequency interference; spread spectrum communication; tracking filters; adaptive decision-feedback multiuser detectors; adaptive filtering; adaptive signal processing; cellular radio; code-division multiple access; direct-sequence code-division multiple access; fast convergence; fast tracking; interference mitigation; joint transmitter-receiver adaptation; optimal filter estimation; reduced-rank filtering; repeated spreading codes; short spreading codes; short-code DS-CDMA; side information; training sequence; Adaptive filters; Adaptive signal processing; Covariance matrix; Detectors; Information filtering; Information filters; Interference suppression; Multiaccess communication; Parameter estimation; Signal processing;
Conference_Titel :
Adaptive Systems for Signal Processing, Communications, and Control Symposium 2000. AS-SPCC. The IEEE 2000
Conference_Location :
Lake Louise, Alta.
Print_ISBN :
0-7803-5800-7
DOI :
10.1109/ASSPCC.2000.882450