Title :
Joint channel and space-time parameter estimation
Author :
Cedervall, Mats ; Paulraj, Arogyaswami
Author_Institution :
Inf. Syst. Lab., Stanford Univ., CA, USA
Abstract :
We propose an asymptotic concentrated maximum likelihood algorithm for the estimation of directions-of-arrival (DOAs) and time delays of known communication signals impinging on an array of antennas. The obtained parameter estimates can readily be used to estimate the communication vector channel. The approach is based on the assumption that the fading parameters of the channel vary rapidly from burst to burst, whilst the DOAs and delays are constant or slowly varying. Simulation results are included to numerically compare the proposed algorithm to the CRB and a previously proposed method.
Keywords :
antenna arrays; array signal processing; direction-of-arrival estimation; fading; maximum likelihood estimation; multipath channels; time-varying channels; DOA estimation; antenna array; array processing; asymptotic concentrated maximum likelihood algorithm; channel estimation; communication signals; communication vector channel; direction-of-arrival estimation; fading parameters; simulation results; space-time parameter estimation; specular multipaths; time delay estimation; Antenna arrays; Delay effects; Delay estimation; Direction of arrival estimation; Directive antennas; Fading; Information systems; Parameter estimation; Sensor arrays; Signal processing algorithms;
Conference_Titel :
Signals, Systems and Computers, 1996. Conference Record of the Thirtieth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-8186-7646-9
DOI :
10.1109/ACSSC.1996.600929