Title :
A blind adaptive interference cancellation scheme for CDMA systems
Author :
Schodorf, Jeflrey B. ; Williams, Douglas B.
Author_Institution :
School of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
fDate :
Oct. 30 1995-Nov. 1 1995
Abstract :
An interference cancellation scheme for CDMA communication systems is presented. The algorithm is based on constrained optimization where receiver output power is minimized subject to the constraint that a desired code be passed with no distortion. Output power minimization (OPM) schemes have been shown to be equivalent to minimum mean square error (MMSE) approaches. Like MMSE approaches, OPM schemes do not require explicit knowledge of the interference structure. Unlike most MMSE approaches, however, OPM schemes do not require training. The algorithms are blind in the sense that only knowledge of the desired user´s code (not the actual transmitted bit sequence) and associated timing is necessary. Moreover, the algorithms are linear and, therefore, not susceptible to misconvergence. The particular OPM implementation presented is based on the generalized sidelobe canceller structure which was originally developed for adaptive cancellation of spatial interference in array signal processing applications. Algorithm performance results are presented in the form of signal to interference ratios and bit error rate curves.
Keywords :
code division multiple access; CDMA systems; MMSE; algorithm performance; array signal processing; bit error rate curves; blind adaptive interference cancellation; blind algorithms; code; constrained optimization; generalized sidelobe canceller structure; linear algorithms; minimum mean square error; output power minimization; receiver output power; signal to interference ratios; spatial interference; timing; Adaptive arrays; Adaptive signal processing; Constraint optimization; Interference cancellation; Interference constraints; Mean square error methods; Multiaccess communication; Power generation; Signal processing algorithms; Timing;
Conference_Titel :
Signals, Systems and Computers, 1995. 1995 Conference Record of the Twenty-Ninth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-8186-7370-2
DOI :
10.1109/ACSSC.1995.540554