Title :
Copula – to model multi-channel fading by correlated but arbitrary Weibull marginals, giving a closed-form outage probability of selection-combining reception
Author :
Shih-Hao Huang ; Mong-Na Lo Huang ; Wong, Kainam Thomas ; Tzu-Chiang Tseng
Author_Institution :
Dept. of Appl. Math., Nat. Sun Yat-sen Univ., Kaohsiung, Taiwan
Abstract :
This study introduces the mathematical paradigm of `copula´ to the technical field of channel modelling. Copula-based modelling allows each sensor of its distinct set of fading parameters, and allows cross-correlation among various sensors´ parameter sets. Hence, the branch statistics may be non-identical over various branches, yet cross-correlated between branches. This scenario is realistic especially for sensors of different polarisations/constructions and/or for sensors at widely separate locations - as increasingly common for wireless transceivers. Despite such versatility in modelling, this copula-based multivariate fading distribution may yet be so simple in mathematical form that the system´s outage probability can be analytically derived in a closed form, free of any infinite-term summation and free of any unsolved integration.
Keywords :
Weibull distribution; diversity reception; fading channels; radio transceivers; telecommunication network reliability; Weibull marginal; branch statistics; construction sensor; copula-based multivariate fading distribution; cross-correlation method; multichannel fading parameter; polarisation sensor; selection combining reception closed-form outage probability; wireless transceiver;
Journal_Title :
Microwaves, Antennas Propagation, IET
DOI :
10.1049/iet-map.2015.0094