Generating correlated Nakagami fading signals with arbitrary correlation and fading parameters

Nakagami's (1960) fading model is widely adopted for analyzing wireless communication systems and diversity combining techniques, hence the ability to generate Nakagami fading signals with arbitrary parameters is important for system design and simulations. In the literature, there are only alg...

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Bibliographic Details
Main Authors: Zhefeng Song, Keli Zhang, Yong Liang Guan
Format: Conference Proceeding
Language:English
Subjects:
Analytical models
Design engineering
Diversity reception
Fading
Nakagami distribution
Random variables
Rayleigh channels
Signal analysis
Signal generators
Wireless communication
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Summary:Nakagami's (1960) fading model is widely adopted for analyzing wireless communication systems and diversity combining techniques, hence the ability to generate Nakagami fading signals with arbitrary parameters is important for system design and simulations. In the literature, there are only algorithms for generating correlated Nakagami branches with the same fading parameter. We adopt a novel approach to generate Nakagami fading signals with arbitrary fading parameters and any correlation structure. The correlated Nakagami fading variables are generated from the corresponding uncorrelated gamma random variables (RVs). To achieve this, we propose a new decomposition method, and introduce Sim's (1992)method as a complementary approach, to generate correlated gamma RVs. The former is an approximate approach but can deal with any general correlation structures efficiently, while the latter is exact but has some constraints.
DOI:10.1109/ICC.2002.997073