Title :
Blind adaptive multiuser detection for code division multiple access using Cimmino´s reflection method
Author :
Quddus, A.U. ; Evans, B.G. ; Tafazolli, R.
Author_Institution :
Centre for Commun. Syst. Res., Univ. of Surrey, Guildford, UK
Abstract :
This paper investigates adaptive implementation of the linear minimum mean square error (MMSE) detector in code division multiple access (CDMA). From linear algebra, Cimmino´s reflection method is proposed as a possible way of achieving the MMSE solution blindly. Simulation results indicate that the proposed method converges four times faster than the blind least mean squares (LMS) algorithm and has roughly the same convergence performance as the blind recursive least squares (RLS) algorithm. Moreover the proposed algorithm is numerically more stable than the RLS algorithm and also exhibits parallelism for pipelined implementation.
Keywords :
blind source separation; code division multiple access; least mean squares methods; linear algebra; multiuser detection; recursive estimation; CDMA; Cimmino reflection method; MMSE detector; blind adaptive multiuser detection; blind least mean squares algorithm; blind recursive least squares algorithm; code division multiple access; linear algebra; linear minimum mean square error detector; Adaptation model; Europe; Least squares approximation; Numerical models; Rendering (computer graphics); Satellites;
Conference_Titel :
Applied Sciences and Technology (IBCAST), 2009 6th International Bhurban Conference on
Conference_Location :
Islamabad
Print_ISBN :
978-1-4244-8650-2
Electronic_ISBN :
978-969-8741-07-5