On a Ratio of Functions of Exponential Random Variables and Some Applications

被引:12
|
作者
Annavajjala, Ramesh [1 ]
Chockalingam, A. [2 ]
Mohammed, Saif. K. [2 ]
机构
[1] MERL, Cambridge, MA USA
[2] Indian Inst Sci, Dept Elect Commun Engn, Bangalore 560012, Karnataka, India
关键词
Exponential random variables; distribution of ratio of two random variables; bivariate Laplace transform; mismatched statistics; partial-band interference; MULTICARRIER DS-CDMA; MULTIPATH-FADING CHANNEL; PERFORMANCE ANALYSIS; SYSTEMS;
D O I
10.1109/TCOMM.2010.091710.100038
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
Consider L independent and identically distributed exponential random variables (r.vs) X(1), X(2) ,..., X(L) and positive scalars b(1), b(2) ,..., b(L). In this letter, we present the probability density function (pdf), cumulative distribution function and the Laplace transform of the pdf of the composite r.v Z = (Sigma(L)(j=1) X(j))(2) / (Sigma(L)(j=1) b(j)X(j)). We show that the r.v Z appears in various communication systems such as i) maximal ratio combining of signals received over multiple channels with mismatched noise variances, ii)M-ary phase-shift keying with spatial diversity and imperfect channel estimation, and iii) coded multi-carrier code-division multiple access reception affected by an unknown narrow-band interference, and the statistics of the r.v Z derived here enable us to carry out the performance analysis of such systems in closed-form.
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页码:3091 / 3097
页数:7
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