Title :
Cramer-Rao bound for angular propagation parameter estimation in MIMO systems
Author :
Ribeiro, Cássio B. ; Ollila, Esa ; Koivunen, Visa
Abstract :
Realistic channel models are crucial in developing future wireless systems. Channel sounding and consequently propagation parameter estimation are key tasks in creating such models. In this paper we present an estimator for the angular distribution of the diffuse scattering component that is frequently observed in channel sounding measurements. Finding the Cramer-Rao lower bound and comparing the variances study the large sample performance of the estimator. The simulations show that the variance of the proposed estimation technique closely reaches the Cramer-Rao lower bound for small sample size and for any number of antennas.
Keywords :
MIMO systems; antenna arrays; channel estimation; 3G communication system; Cramer-Rao bound; MIMO systems; angular propagation parameter estimation; antennas; channel sounding measurement; propagation parameter estimation; scattering component; wireless systems; Acoustic noise; Acoustic propagation; Acoustic scattering; Antenna measurements; MIMO; Parameter estimation; Power system modeling; Transmission line matrix methods; Transmitters; Yield estimation;
Conference_Titel :
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Eighth Asilomar Conference on
Print_ISBN :
0-7803-8622-1
DOI :
10.1109/ACSSC.2004.1399469