Title :
On estimation of multipath channels and residual carriers in CDMA communications
Author :
Li, Kemin ; Liu, Hui
Author_Institution :
Dept. of Electr. Eng., Virginia Univ., Charlottesville, VA, USA
Abstract :
This paper addresses the problem of CDMA multiuser detection in the presence of unknown multipath channels and residual carriers. An analytic algorithm which provides closed-form channel and carrier offset estimates is proposed. The algorithm first converts the multiuser estimation problem into single-user problems, and then analytically solves the resulting multivariate parameter estimating problems utilizing a polynomial matrix projection property. The performance of proposed algorithm is investigated through first-order perturbation analysis. We also calculate the Cramer-Rao bound to illustrate the efficiency of the new algorithm. The analyses are supported by computer simulations
Keywords :
code division multiple access; multipath channels; parameter estimation; perturbation techniques; polynomial matrices; signal detection; CDMA communications; Cramer-Rao bound; analytic algorithm; carrier offset estimation; closed-form channel estimation; computer simulations; efficiency; first-order perturbation analysis; multipath channels; multiuser detection; multivariate parameter estimating problems; performance; polynomial matrix projection; residual carriers; single-user problems; Algorithm design and analysis; Finite impulse response filter; Maximum likelihood detection; Maximum likelihood estimation; Multiaccess communication; Multipath channels; Multiuser detection; Parameter estimation; Performance analysis; Polynomials;
Conference_Titel :
Vehicular Technology Conference, 1998. VTC 98. 48th IEEE
Conference_Location :
Ottawa, Ont.
Print_ISBN :
0-7803-4320-4
DOI :
10.1109/VETEC.1998.686636