Title :
Blind Source Separation for DS-CDMA with filtering colored noise
Author :
Sriyananda, M.G.S. ; Joutsensalo, J. ; Hämäläinen, T.
Author_Institution :
Dept. of Math. Inf. Technol., Univ. of Jyvaskyla, Jyvaskyla, Finland
fDate :
Nov. 29 2011-Dec. 1 2011
Abstract :
Code Division Multiple Access (CDMA) techniques are a group of governing technologies used in multiple access communication. One of the premier mechanisms used in extracting unobserved signals from observed mixtures in signal processing is employing a Blind Source Separation (BSS) algorithm. Two solutions of a series taken to mitigate deteriorative effects caused within the air interface of a basic CDMA system with aid of BSS schemes is presented in this paper. In the short code model, time correlation properties of the channel is taken advantage for BSS and it is tried to remove the noise. A scalar energy function of receive signal is used with the iterative fixed point rule in determining the filter coefficients at the receiver. A system model with a slow fading downlink channel is used for testing purposes. Path gain values are treated with Equal Gain Combining (EGC). They can be pronounced as low computational complexity mechanisms.
Keywords :
blind source separation; code division multiple access; filtering theory; BSS schemes; CDMA system; DS-CDMA; EGC; blind source separation; code division multiple access; colored noise filtering; computational complexity mechanisms; equal gain combining; filter coefficients; iterative fixed point rule; receive signal; scalar energy function; short code model; slow fading downlink channel; time correlation properties; Blind source separation; Correlation; Multiaccess communication; Noise; Receivers; Signal processing algorithms; Blind Source Separation; Downlink; Slow Fading; Synchronous DS-CDMA;
Conference_Titel :
Computer Sciences and Convergence Information Technology (ICCIT), 2011 6th International Conference on
Conference_Location :
Seogwipo
Print_ISBN :
978-1-4577-0472-7