Title :
Eigenvalue Statistics and Spatial Characteristics in Hotspot Areas Based on Wideband MIMO Channel Measurements
Author :
Gao, Xinying ; Zhang, Jianhua ; Zhang, Yu
Author_Institution :
Key Lab. of Universal Wireless Commun., Beijing Univ. of Posts & Telecommun., Beijing
Abstract :
Wideband channel measurements have been performed at 5.25 GHz in hotspot areas in Beijing with a multiple- input multiple-output (MIMO) channel sounder. Based on the measured data in the indoor line-of-sight (LOS) and outdoor LOS/obstructed-line-of-sight (OLOS) scenarios, the frequency- dependent eigenvalues and average eigenvalue statistics are presented in this paper. In the indoor scenario, the probability density functions (PDFS) of the maximum and minimum eigenvalues are well fitted using the normal distribution. In the outdoor scenario, the log-normal distribution is proposed to model the pdfs of these two eigenvalues. As the indicator of spatial selectivity, the empirical cumulative distribution functions (CDFS) of condition number are obtained in two scenarios, indicating that the spatial multiplexing technique is more suitable in indoor LOS scenario than in the outdoor LOS/OLOS scenario. Additionally, the three-dimensional (3D) directional spread is calculated to illustrate the spatial dispersion of the multipath components. These information are of significance for the design and performance evaluation of MIMO communication systems employed in hotspot areas.
Keywords :
MIMO communication; broadband networks; eigenvalues and eigenfunctions; log normal distribution; multiplexing; probability; telecommunication channels; cumulative distribution functions; eigenvalue statistics; hotspot areas; indoor line-of-sight; log-normal distribution; multiple-input multiple-output channel sounder; performance evaluation; probability density functions; spatial characteristics; spatial multiplexing technique; wideband MIMO channel measurements; Area measurement; Eigenvalues and eigenfunctions; Frequency measurement; Gaussian distribution; MIMO; Performance evaluation; Probability density function; Statistical distributions; Statistics; Wideband;
Conference_Titel :
Vehicular Technology Conference, 2008. VTC 2008-Fall. IEEE 68th
Conference_Location :
Calgary, BC
Print_ISBN :
978-1-4244-1721-6
Electronic_ISBN :
1090-3038
DOI :
10.1109/VETECF.2008.41