Title :
Signature optimization for DS-CDMA with limited feedback
Author :
Santipach, Wiroonsak ; Honig, Michael L.
Author_Institution :
Dept. of Electr. & Comput. Eng., Northwestern Univ., Evanston, IL, USA
Abstract :
We examine a direct sequence (DS)-code division multiple access (CDMA) system with signature optimization for interference avoidance. Reduced-rank signature optimization, in which each signature is constrained to lie in a lower-dimensional subspace is analyzed with a matched filter receiver. Performance is studied assuming that the signature coefficients are quantized for transmission over a feedback channel with limited bandwidth. Assuming scalar quantization of each reduced-rank coefficient, the dimension which maximizes the output signal-to-interference plus noise ratio depends on the load and number of feedback bits, and can be much less than the number of signature coefficients. The performance of quantized reduced-rank signature optimization is compared with a random vector quantization scheme, which gives an upper bound on performance.
Keywords :
code division multiple access; interference suppression; matched filters; optimisation; quantisation (signal); receivers; spread spectrum communication; DS-CDMA; direct sequence-code division multiple access; interference avoidance; limited feedback; lower-dimensional subspace; matched filter receiver; output signal-to-interference plus noise ratio; reduced-rank coefficient; reduced-rank signature optimization; scalar quantization; Bandwidth; Constraint optimization; Feedback; Interference constraints; Matched filters; Multiaccess communication; Noise reduction; Quantization; Signal to noise ratio; Subspace constraints;
Conference_Titel :
Spread Spectrum Techniques and Applications, 2002 IEEE Seventh International Symposium on
Print_ISBN :
0-7803-7627-7
DOI :
10.1109/ISSSTA.2002.1049310