Title :
Delay and Doppler Spreads of Nonstationary Vehicular Channels for Safety-Relevant Scenarios
Author :
Bernado, Laura ; Zemen, Thomas ; Tufvesson, Fredrik ; Molisch, Andreas F. ; Mecklenbrauker, Christoph F.
Author_Institution :
Telecommun. Res. Center Vienna (FTW), Vienna, Austria
Abstract :
Vehicular communication channels are characterized by a nonstationary time-frequency-selective fading process due to rapid changes in the environment. The nonstationary fading process can be characterized by assuming local stationarity for a region with finite extent in time and frequency. For this finite region, the wide-sense stationarity and uncorrelated scattering assumption approximately holds, and we are able to calculate a time-frequency-dependent local scattering function (LSF). In this paper, we estimate the LSF from a large set of measurements collected in the DRIVEWAY´09 measurement campaign, which focuses on scenarios for intelligent transportation systems (ITSs). We then obtain the time-frequency-varying power delay profile (PDP) and the time-frequency-varying Doppler power spectral density (DSD) from the LSF. Based on the PDP and the DSD, we analyze the time-frequency-varying root-mean-square (RMS) delay spread and the RMS Doppler spread. We show that the distribution of these channel parameters follows a bimodal Gaussian mixture distribution. High RMS delay spread values are observed in situations with rich scattering, whereas high RMS Doppler spreads are obtained in drive-by scenarios.
Keywords :
Gaussian distribution; delays; fading channels; mean square error methods; mobile communication; time-frequency analysis; Doppler spreads; RMS Doppler spread; RMS delay spread values; bimodal Gaussian mixture distribution; channel parameters; intelligent transportation systems; local stationarity; nonstationary time-frequency-selective fading process; nonstationary vehicular channels; safety-relevant scenarios; time-frequency-dependent local scattering function; time-frequency-varying Doppler power spectral density; time-frequency-varying power delay profile; time-frequency-varying root-mean-square delay spread; uncorrelated scattering assumption; vehicular communication channels; wide-sense stationarity; Channel characterization; RMS Doppler spread; RMS delay spread; channel measurements; non-WSSUS; vehicle-to-vehicle; vehicular communications;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2013.2271956