Title :
Blind adaptive code-constrained constant modulus RLS algorithm for CDMA receivers in frequency selective channels
Author :
De Lamare, Rodrigo C. ; Sampaio-Neto, Raimundo
Author_Institution :
CETUC/PUC-RIO, Rio de Janeiro, Brazil
Abstract :
We investigate a code-constrained constant modulus (CM) design criterion for direct sequence code division multiple access (DS-CDMA) in frequency selective channels. We propose a closed-form solution for linear receivers based on constrained optimisation techniques that combine multipath signals using multiple constraints which are treated as variables and are jointly optimised with the receiver. We develop a code-constrained constant modulus (CCM) recursive least squares (RLS) type algorithm for jointly estimating the parameters of the channel and the receiver in order to suppress multi-access and intersymbol interference. Simulation experiments are carried out for various scenarios and show that the proposed CCM-RLS algorithm outperforms previously reported methods.
Keywords :
channel estimation; code division multiple access; digital radio; interference suppression; intersymbol interference; least squares approximations; multipath channels; radio receivers; recursive estimation; spread spectrum communication; CDMA receivers; DS-CDMA; RLS algorithm; channel estimation; closed-form solution; code-constrained constant modulus algorithm; direct sequence code division multiple access; frequency selective channels; interference suppression; intersymbol interference; linear receivers; multi-access interference; multipath signals; multiple constraints; recursive least squares algorithm; Closed-form solution; Constraint optimization; Direct-sequence code-division multiple access; Frequency conversion; Interference constraints; Least squares approximation; Multiaccess communication; Parameter estimation; Recursive estimation; Resonance light scattering;
Conference_Titel :
Vehicular Technology Conference, 2004. VTC 2004-Spring. 2004 IEEE 59th
Print_ISBN :
0-7803-8255-2
DOI :
10.1109/VETECS.2004.1390547