DocumentCode :
70107
Title :
Approximate distribution of log2(A + x2)
Author :
Yuan Qi ; Rongrong Qian ; Tao Peng ; Wenbo Wang
Author_Institution :
Sch. of Electron. Eng., Beijing Univ. of Posts & Telecommun. (BUPT), Beijing, China
Volume :
7
Issue :
10
fYear :
2013
fDate :
July 2 2013
Firstpage :
931
Lastpage :
941
Abstract :
This study concerns the approximate distribution of the random variable log2(A + χ2) and its applications in the performance analysis of communication systems where A is 0 or 1 and χ2 a chi-square distributed random variable. The authors prove that log2(A + χ2) is approximately Gaussian distributed and derive the expressions of the mean and variance of the approximate distribution. The approximate Gaussian distribution provides a new way to simplify the derivation of performance metrics and obtain analytical results. Then the authors utilise the approximate results in two applications, which are the approximation of the Gaussian Q-function and capacity analysis, respectively. For one thing, the approximate distribution can be explored to deduce a new approximate equivalent expression of the Q-function on the basis of which an accurate approximation of the Gaussian Q-function can be developed. For another, the approximate Gaussian distribution provides an intuitive approach to analyse the channel capacity of Rayleigh-fading multiple antenna systems. The approximate statistical distributions of the channel capacities of orthogonal space-time block codes, single-input multiple-output, multiple-input single-output, transmit antenna selection with maximal-ratio combining and multiple-input multiple-output systems are presented. The applicability of the approximate distribution can be demonstrated through simulation results in both applications.
Keywords :
Gaussian distribution; MIMO communication; Rayleigh channels; antenna arrays; channel capacity; channel coding; diversity reception; space-time block codes; transmitting antennas; Gaussian Q-function; Rayleigh-fading multiple antenna systems; approximate Gaussian distribution; approximate equivalent expression; approximate statistical distributions; capacity analysis; channel capacity; communication systems; distributed random variable; maximal-ratio combining; multiple-input multiple-output systems; multiple-input single-output transmit antenna selection; orthogonal space-time block codes; random variable log2(A + χ2) approximate distribution; single-input multiple-output transmit antenna selection;
fLanguage :
English
Journal_Title :
Communications, IET
Publisher :
iet
ISSN :
1751-8628
Type :
jour
DOI :
10.1049/iet-com.2012.0597
Filename :
6574795
Link To Document :
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