Title :
High SNR Performance Analysis of Blind Minimum Output Energy Receivers for Large DS-CDMA Systems
Author :
Zarifi, Keyvan ; Gershman, Alex B.
Author_Institution :
INRS-EMT, Univ. du Quebec, Montreal, QC
fDate :
7/1/2008 12:00:00 AM
Abstract :
High signal-to-noise ratio (SNR) properties of the minimum output energy (MOE) receiver and the Capon channel estimation technique are analyzed in the case of large direct-sequence code-division multiple-access (DS-CDMA) systems. It is shown that if the noise power tends to zero and the system load is less than one, then the signal-to-interference-plus-noise ratio (SINR) of the MOE receiver tends to infinity and the Capon channel estimate converges to a scaled version of the channel vector of the user-of-interest. For the case when the system load is larger than one, an asymptotic SINR expression is obtained. Furthermore, expressions for the efficiency and asymptotic efficiency of the MOE receiver are derived. Simple approximations of (and upper/lower bounds on) these expressions are found and the effects of the system physical parameters on the performance of the MOE receiver are discussed.
Keywords :
channel estimation; code division multiple access; radio receivers; spread spectrum communication; Capon channel estimation technique; DS-CDMA systems; MOE; blind multiuser detection; direct-sequence code-division multiple-access systems; minimum output energy receiver; Channel estimation; Communication systems; Educational programs; H infinity control; Multiaccess communication; Multiuser detection; Performance analysis; Signal analysis; Signal to noise ratio; Sufficient conditions; Blind multiuser detection; Capon channel estimate; minimum output energy (MOE) multiuser receiver; random matrix theory;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2008.917426