Comparison of methods of computing correlated lognormal sum distributions and outages for digital wireless applications

Adnan A. Abu-Dayya*, Norman C. Beaulieu

*Corresponding author for this work

Research output: Contribution to journalConference articlepeer-review

50 Citations (Scopus)

Abstract

Several approaches that can be used to compute the distribution of a sum of correlated lognormal RVs are investigated. The aim is to determine which method is best for computing the complementary distribution function (CDF) of a sum of correlated lognormal RVs considering both accuracy and computational effort. Then, using these techniques, we compute the outage probability of a desired lognormal shadowed signal in the presence of multiple correlated lognormal cochannel interferers. The outage results are presented as a function of the reuse factor. Simulation results are used for verification and comparison. Overall, the results obtained in this paper show that among the three methods considered in this paper Wilkinson's approach may be the best method to compute the CDF of sums of correlated lognormal RVs (and hence the outage probability in correlated lognormal shadowed mobile radio environments). This is due to both its accuracy and computational simplicity over the range of parameters valid for practical applications.

Original languageEnglish
Pages (from-to)175-178
Number of pages4
JournalIEEE Vehicular Technology Conference
Volume1
Publication statusPublished - Jun 1994
Externally publishedYes
EventProceedings of the 1994 IEEE 44th Vehicular Technology Conference. Part 2 (of 3) - Stockholm, Swed
Duration: 8 Jun 199410 Jun 1994

Fingerprint

Dive into the research topics of 'Comparison of methods of computing correlated lognormal sum distributions and outages for digital wireless applications'. Together they form a unique fingerprint.

Cite this