Title :
Blind identification of FIR channels with multiple users via spatio-temporal processing
Author :
Aghajan, H. ; Hassibi, B. ; Khalaj, B. ; Paulraj, A. ; Kailath, T.
Author_Institution :
Inf. Syst. Lab., Stanford Univ., CA, USA
fDate :
28 Nov- 2 Dec 1994
Abstract :
A new method is proposed for blind identification of possibly nonminimum phase FIR channels with multiple users. The technique exploits the structure of the signals received by an antenna array in both the temporal and spatial frequency domains. Although in the single antenna case it is necessary to use cyclostationary signals or higher order statistics to identify the magnitude and phase of the channel, the present authors circumvent such a requirement by exploiting certain multichannel features of the array. They show that if multiple users are present, the nonminimum phase channels associated with each user can still be identified from the second-order statistics, provided additional spatial structure exists
Keywords :
antenna arrays; antenna theory; array signal processing; frequency-domain analysis; identification; multi-access systems; telecommunication channels; time-domain analysis; transient response; FIR channels; antenna array; blind identification; finite impulse response; multichannel features; multiple users; nonminimum phase channels; possibly nonminimum phase FIR channels; second-order statistics; spatial frequency domain; spatial structure; spatio-temporal processing; temporal frequency domain; Antenna arrays; Antenna measurements; Diversity reception; Finite impulse response filter; Frequency domain analysis; Higher order statistics; Phased arrays; Receiving antennas; Signal processing; Spatial resolution;
Conference_Titel :
Global Telecommunications Conference, 1994. GLOBECOM '94. Communications: The Global Bridge., IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-1820-X
DOI :
10.1109/GLOCOM.1994.513200