Statistical characterization of the 5.2 GHz wideband directional indoor propagation channels with clustering and correlation properties

Chia-Chin Chong, David I. Laurenson, Steve McLaughlin

Research output: Chapter in Book/Report/Conference proceedingConference contribution

16 Citations (Scopus)

Abstract

This paper presents a statistical characterization of a wideband directional indoor propagation channel based on measurements conducted in two indoor environments. Results show that multipath components (MPCs) arrive in clusters in both the spatial and temporal domains. The aim here is to investigate in more detail the clustering and correlation between these two domains. MPC parameters are estimated using the super-resolution frequency domain Space-Alternating Generalized Expectation (FD-SAGE) algorithm and clusters are identified in the spatio-temporal domain by a non-parametric density estimation procedure. The description of the clustering observed within the channel relies on two classes of parameters, namely, inter- and intra-cluster parameters which characterize the cluster and MPC, respectively. All parameters are described statistically by a set of empirical probability density functions (PDFs) extracted from the measured data. The correlation properties are incorporated in two joint PDFs for cluster and MPC position, respectively. Channel power density spectra (PDS) are also derived and are shown to exhibit exponential and Laplacian functions in the delay and angular domains, respectively.

Original languageEnglish
Title of host publication2002 IEEE 56th Vehicular Technology Conference, 2002. Proceedings. VTC 2002-Fall
PublisherIEEE
Pages629-633
Number of pages5
Volume1
ISBN (Print)0-7803-7467-3
DOIs
Publication statusPublished - 2002
Event56th IEEE Vehicular Technology Conference - Vancouver, Canada
Duration: 24 Sep 200228 Sep 2002

Publication series

NameIEEE Vehicular Technology Conference : [papers]
PublisherIEEE
ISSN (Print)1090-3038

Conference

Conference56th IEEE Vehicular Technology Conference
Abbreviated titleVTC 2002-Spring
CountryCanada
CityVancouver
Period24/09/0228/09/02

Keywords

  • correlation methods, delays, frequency-domain analysis, indoor radio, microwave propagation, multipath channels, parameter estimation, statistical analysis, time-domain analysis 5.2 GHz, Laplacian functions, angular domain, correlation properties, delay

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  • Cite this

    Chong, C-C., Laurenson, D. I., & McLaughlin, S. (2002). Statistical characterization of the 5.2 GHz wideband directional indoor propagation channels with clustering and correlation properties. In 2002 IEEE 56th Vehicular Technology Conference, 2002. Proceedings. VTC 2002-Fall (Vol. 1, pp. 629-633). (IEEE Vehicular Technology Conference : [papers]). IEEE. https://doi.org/10.1109/VETECF.2002.1040421