Title :
Estimating the impulse response of indoor radio channels using signal subspace techniques
Author :
Lo, T. ; Litva, J. ; Leung, H.
Author_Institution :
Commun. Res. Lab., McMaster Univ., Hamilton, Ont., Canada
fDate :
6/1/1993 12:00:00 AM
Abstract :
The technique is based on the use of information-theoretic criteria, a high-resolution spectral analysis technique, and principal component analysis. It is shown that the new technique can be used to overcome difficulties experienced by conventional methods and, as a result, can produce more accurate estimates of the channel parameters. The use of this technique is demonstrated by data analysis using both simulated and measured indoor radio channel data.<>
Keywords :
information theory; radiowave propagation; spectral analysis; telecommunication channels; transient response; channel parameters; data analysis; high-resolution spectral analysis; impulse response; indoor radio channels; information theory; measured data; parameter estimation; principal component analysis; signal subspace techniques; simulated data;
Journal_Title :
Communications, Speech and Vision, IEE Proceedings I