Title :
The ultra-wide bandwidth indoor channel: from statistical model to simulations
Author :
Cassioli, Dajana ; Win, Moe Z. ; Molisch, Andreas F.
Author_Institution :
Dipt. di Ingegneria Elettronica, Rome Univ., Italy
fDate :
8/1/2002 12:00:00 AM
Abstract :
We establish a statistical model for the ultra-wide bandwidth (UWB) indoor channel based on an extensive measurement campaign in a typical modern office building with 2-ns delay resolution. The approach is based on the investigation of the statistical properties of the multipath profiles measured in different rooms over a finely spaced measurement grid. The analysis leads to the formulation of a stochastic tapped-delay-line (STDL) model of the UWB indoor channel. The averaged power delay profile can be well-modeled by a single exponential decay with a statistically distributed decay constant. The small-scale statistics of path energy gains follow Gamma distributions whose parameters m are truncated Gaussian variables with mean values and standard deviations decreasing with delay. The total received energy experiences a lognormal shadowing around the mean energy given by the path-loss power law. We also find that the correlation between multipath components is negligible. Finally, we propose an implementation of the STDL model and give a comparison between the experimental data and the simulation results.
Keywords :
delay lines; gamma distribution; indoor radio; log normal distribution; multipath channels; radiowave propagation; simulation; statistical analysis; Gamma distribution; STDL model; UWB indoor channel; averaged power delay profile; correlation; delay resolution; exponential decay; lognormal shadowing; mean energy; multipath profiles; office building; path energy gains; path-loss power law; rooms; simulations; small-scale statistics; standard deviations; statistical model; statistically distributed decay constant; stochastic tapped-delay-line model; total received energy; truncated Gaussian variables; ultra-wide bandwidth indoor channel; Area measurement; Bandwidth; Delay; Frequency; Pulse measurements; Shadow mapping; Signal resolution; Spread spectrum communication; Statistical distributions; Stochastic processes;
Journal_Title :
Selected Areas in Communications, IEEE Journal on
DOI :
10.1109/JSAC.2002.801228