{"title":"α−μ分布的和与比和及其应用","authors":"Faissal El Bouanani","doi":"10.1016/j.jfranklin.2025.108106","DOIUrl":null,"url":null,"abstract":"<div><div>This research presents closed-form statistical functions for three sums and sum-of-ratios of correlated or uncorrelated <span><math><mrow><mi>α</mi><mo>/</mo><mn>2</mn><mo>−</mo><mi>μ</mi></mrow></math></span> RVs. We evaluated the upper incomplete moment-generating function (UIMGF) and moment-generating function (MGF) of two sum-ratio distributions. The study offers an Erratum of [7] by extending the MGF and CDF of the sum <span><math><mrow><mi>α</mi><mo>−</mo><mi>μ</mi></mrow></math></span> RVs to the unanalyzed case <span><math><mrow><mi>α</mi><mo>></mo><mo>=</mo><mn>2</mn></mrow></math></span>. Using statistical features of signal-to-noise ratio (SNR) and signal-to-interference-to-noise ratio (SINR) at legitimate and wiretapper receiver outputs, we investigated the secrecy outage probability of two RF wireless communication schemes subject to <span><math><mrow><mi>α</mi><mo>−</mo><mi>μ</mi></mrow></math></span> fading and channel state information. Both receivers are equipped with multiple antennas and use the maximal-ratio combining diversity technique. Additionally, artificial noise is supplied from the primary source or a separate jammer transmitter. Using SINR’s UIMGF and MGF, closed-form secrecy outage probability (SOP) and intercept probability (IP) formulas were derived. The monotonicity of all analytical results vs. system settings has been thoroughly investigated. From a security perspective, the first scenario works better with high artificial noise power. Nevertheless, the output SNR of the legitimate end-user combiner decreases dramatically, reducing channel capacity and the average error rate. The framework might be utilized in full-duplex cooperative or multi-user interference systems. Monte Carlo simulation supports all analytical findings in all scenarios.</div></div>","PeriodicalId":17283,"journal":{"name":"Journal of The Franklin Institute-engineering and Applied Mathematics","volume":"362 16","pages":"Article 108106"},"PeriodicalIF":4.2000,"publicationDate":"2025-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"On the sum and sum-of-ratio of α−μ distributions and application\",\"authors\":\"Faissal El Bouanani\",\"doi\":\"10.1016/j.jfranklin.2025.108106\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This research presents closed-form statistical functions for three sums and sum-of-ratios of correlated or uncorrelated <span><math><mrow><mi>α</mi><mo>/</mo><mn>2</mn><mo>−</mo><mi>μ</mi></mrow></math></span> RVs. We evaluated the upper incomplete moment-generating function (UIMGF) and moment-generating function (MGF) of two sum-ratio distributions. The study offers an Erratum of [7] by extending the MGF and CDF of the sum <span><math><mrow><mi>α</mi><mo>−</mo><mi>μ</mi></mrow></math></span> RVs to the unanalyzed case <span><math><mrow><mi>α</mi><mo>></mo><mo>=</mo><mn>2</mn></mrow></math></span>. Using statistical features of signal-to-noise ratio (SNR) and signal-to-interference-to-noise ratio (SINR) at legitimate and wiretapper receiver outputs, we investigated the secrecy outage probability of two RF wireless communication schemes subject to <span><math><mrow><mi>α</mi><mo>−</mo><mi>μ</mi></mrow></math></span> fading and channel state information. Both receivers are equipped with multiple antennas and use the maximal-ratio combining diversity technique. Additionally, artificial noise is supplied from the primary source or a separate jammer transmitter. Using SINR’s UIMGF and MGF, closed-form secrecy outage probability (SOP) and intercept probability (IP) formulas were derived. The monotonicity of all analytical results vs. system settings has been thoroughly investigated. From a security perspective, the first scenario works better with high artificial noise power. Nevertheless, the output SNR of the legitimate end-user combiner decreases dramatically, reducing channel capacity and the average error rate. The framework might be utilized in full-duplex cooperative or multi-user interference systems. Monte Carlo simulation supports all analytical findings in all scenarios.</div></div>\",\"PeriodicalId\":17283,\"journal\":{\"name\":\"Journal of The Franklin Institute-engineering and Applied Mathematics\",\"volume\":\"362 16\",\"pages\":\"Article 108106\"},\"PeriodicalIF\":4.2000,\"publicationDate\":\"2025-09-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of The Franklin Institute-engineering and Applied Mathematics\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0016003225005988\",\"RegionNum\":3,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"AUTOMATION & CONTROL SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of The Franklin Institute-engineering and Applied Mathematics","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0016003225005988","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
On the sum and sum-of-ratio of α−μ distributions and application
This research presents closed-form statistical functions for three sums and sum-of-ratios of correlated or uncorrelated RVs. We evaluated the upper incomplete moment-generating function (UIMGF) and moment-generating function (MGF) of two sum-ratio distributions. The study offers an Erratum of [7] by extending the MGF and CDF of the sum RVs to the unanalyzed case . Using statistical features of signal-to-noise ratio (SNR) and signal-to-interference-to-noise ratio (SINR) at legitimate and wiretapper receiver outputs, we investigated the secrecy outage probability of two RF wireless communication schemes subject to fading and channel state information. Both receivers are equipped with multiple antennas and use the maximal-ratio combining diversity technique. Additionally, artificial noise is supplied from the primary source or a separate jammer transmitter. Using SINR’s UIMGF and MGF, closed-form secrecy outage probability (SOP) and intercept probability (IP) formulas were derived. The monotonicity of all analytical results vs. system settings has been thoroughly investigated. From a security perspective, the first scenario works better with high artificial noise power. Nevertheless, the output SNR of the legitimate end-user combiner decreases dramatically, reducing channel capacity and the average error rate. The framework might be utilized in full-duplex cooperative or multi-user interference systems. Monte Carlo simulation supports all analytical findings in all scenarios.
期刊介绍:
The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.