On the Moment-Determinance and Random Mixture of Nakagami-m Variates

被引:8
作者
de Abreu, Giuseppe Thadeu Freitas [1 ]
机构
[1] Univ Oulu, Ctr Wireless Commun, Dept Elect & Informat Engn, FIN-90014 Oulu, Finland
关键词
Statistics; functional analysis; fading channels; communication channels; TIGHT ERROR-BOUNDS; COMPUTER-GENERATION; FADING CHANNELS; M PARAMETER; PROBABILITY; PERFORMANCE; SIMULATION; ESTIMATORS; SPECTRUM; MODEL;
D O I
10.1109/TCOMM.2010.080310.090560
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We study complex-valued Nakagami-m variates, establishing the moment determinance of the envelope, phase and joint envelope-phase Nakagami-m probability density functions (pdf's). Inspired by that result, we then show that Nakagami-m variates with arbitrary fading figure.. can be accurately decomposed onto a mixture of Nakagami-m variates with integer or half-integer m, i.e, 2m is an element of N+. The latter has the immediate theoretical implication that results currently known to hold for Nakagami-m channels under the constraint 2m is an element of N+ can accurately be extended to arbitrary.. via simple linear decomposition, with weights given by the random mixture probabilities, for which formulas are provided. The latter is illustrated with an example of the application of the random mixture decomposition to the simplification and generalization of bit error rate (BER) expressions for PSK modulation in the Nakagami-m relay channel. For completeness, implications on possible extensions and improvements of existing methods to generate Nakagami-m variates is also briefly discussed in the form of further examples.
引用
收藏
页码:1 / 15
页数:15
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