{"title":"Impact of model uncertainties on quantitative evaluation of interference risks","authors":"Janne Riihijärvi, Daisy Maibam, P. Mähönen","doi":"10.1109/DySPAN.2017.7920776","DOIUrl":null,"url":null,"abstract":"We present a framework for including model uncertainty into Monte Carlo simulations used for estimating interference risks. Through case studies based on a proof of concept implementation using SEAMCAT, we also illustrate how large impact model uncertainties can have on estimated interference probabilities. We argue that especially propagation model related uncertainties can be severe, and should definitely be considered in any quantitative study of interference risks.","PeriodicalId":221877,"journal":{"name":"2017 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN)","volume":"94 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DySPAN.2017.7920776","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
We present a framework for including model uncertainty into Monte Carlo simulations used for estimating interference risks. Through case studies based on a proof of concept implementation using SEAMCAT, we also illustrate how large impact model uncertainties can have on estimated interference probabilities. We argue that especially propagation model related uncertainties can be severe, and should definitely be considered in any quantitative study of interference risks.
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