Farshad Rostami Ghadi, F. J. López-Martínez, G. Hodtani
{"title":"基于copula的干扰信道分析:中断概率","authors":"Farshad Rostami Ghadi, F. J. López-Martínez, G. Hodtani","doi":"10.1109/IWCIT57101.2022.10206634","DOIUrl":null,"url":null,"abstract":"In this paper, we investigate the impact of fading correlation on the performance of interference channels. To this end, we exploit the Copula theory as a flexible approach to model the dependence structure between channel fading coefficients. We determine a general closed-form expression of the outage probability (OP) for any choice of fading distributions under correlated conditions. In addition, for exemplary purposes, we obtain the closed-form expression of the OP under correlated/independent Rayleigh fading channels by exploiting the lower/upper Fréchet-Hoeffding and product Copulas, which provide the negative/positive perfect correlations and the independent case, respectively. Results show that the OP performance improves under the positive dependence structure compared with the independent case.","PeriodicalId":446341,"journal":{"name":"2022 10th Iran Workshop on Communication and Information Theory (IWCIT)","volume":"152 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Copula-based Analysis of Interference Channels: Outage Probability\",\"authors\":\"Farshad Rostami Ghadi, F. J. López-Martínez, G. Hodtani\",\"doi\":\"10.1109/IWCIT57101.2022.10206634\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we investigate the impact of fading correlation on the performance of interference channels. To this end, we exploit the Copula theory as a flexible approach to model the dependence structure between channel fading coefficients. We determine a general closed-form expression of the outage probability (OP) for any choice of fading distributions under correlated conditions. In addition, for exemplary purposes, we obtain the closed-form expression of the OP under correlated/independent Rayleigh fading channels by exploiting the lower/upper Fréchet-Hoeffding and product Copulas, which provide the negative/positive perfect correlations and the independent case, respectively. Results show that the OP performance improves under the positive dependence structure compared with the independent case.\",\"PeriodicalId\":446341,\"journal\":{\"name\":\"2022 10th Iran Workshop on Communication and Information Theory (IWCIT)\",\"volume\":\"152 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-05-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 10th Iran Workshop on Communication and Information Theory (IWCIT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IWCIT57101.2022.10206634\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 10th Iran Workshop on Communication and Information Theory (IWCIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IWCIT57101.2022.10206634","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Copula-based Analysis of Interference Channels: Outage Probability
In this paper, we investigate the impact of fading correlation on the performance of interference channels. To this end, we exploit the Copula theory as a flexible approach to model the dependence structure between channel fading coefficients. We determine a general closed-form expression of the outage probability (OP) for any choice of fading distributions under correlated conditions. In addition, for exemplary purposes, we obtain the closed-form expression of the OP under correlated/independent Rayleigh fading channels by exploiting the lower/upper Fréchet-Hoeffding and product Copulas, which provide the negative/positive perfect correlations and the independent case, respectively. Results show that the OP performance improves under the positive dependence structure compared with the independent case.