Title :
Impact of channel sounder phase noise on directional channel estimation by space-alternating generalised expectation maximisation
Author :
Taparugssanagorn, A. ; Alatossava, M. ; Holappa, V.-M. ; Ylitalo, J.
Author_Institution :
Centre for Wireless Commun., Univ. of Oulu
fDate :
6/1/2007 12:00:00 AM
Abstract :
Multi-input multi-output (MIMO) radio channel sounders commonly employ time-division multiplexing (TDM) technique to switch between transmit and receive antennas. The TDM method offers single-input single-output sounders the MIMO capability in a cost-effective manner. However, the TDM approach leads to errors in MIMO channel measurements because of phase noise in local oscillators. Phase noise varies in the short term during the switching sequence for a MIMO channel sample. The high-resolution space-alternating generalised expectation maximisation (SAGE) algorithm has been efficiently applied for the estimation of the channel parameters. The impact of phase noise on the directional channel parameters, which are estimated by the SAGE algorithm, has been studied. Although the previous studies have investigated long-term random walk noise, we concentrate on the short-term noise which affects consecutive MIMO channel matrix measurements. It has been shown that errors in direction of arrival and direction of departure estimation because of the short-term phase noise can be effectively decreased by time domain filtering of the impulse responses prior to the SAGE processing
Keywords :
MIMO communication; antenna arrays; channel estimation; direction-of-arrival estimation; expectation-maximisation algorithm; filtering theory; phase noise; random noise; time division multiplexing; time-domain analysis; transient response; wireless channels; MIMO channel matrix measurement; TDM technique; channel sounder phase noise; direction-of-arrival estimation; direction-of-departure estimation; directional channel estimation; high-resolution SAGE algorithm; impulse response; local oscillator; multiinput multioutput radio channel; random walk noise; receive antenna; single-input single-output sounder; space-alternating generalised expectation maximisation; time domain filtering; time-division multiplexing; transmitting antenna;
Journal_Title :
Microwaves, Antennas & Propagation, IET
DOI :
10.1049/iet-map:20070001