Lenin Patricio Jiménez Jiménez;Fernando Darío Almeida García;Maria Cecilia Luna Alvarado;José Cândido S. Santos Filho;Michel Daoud Yacoub;Gustavo Fraidenraich
{"title":"$\\alpha$ - $\\mu$变量比值和在复合衰落信道中的应用","authors":"Lenin Patricio Jiménez Jiménez;Fernando Darío Almeida García;Maria Cecilia Luna Alvarado;José Cândido S. Santos Filho;Michel Daoud Yacoub;Gustavo Fraidenraich","doi":"10.1109/TVT.2024.3509132","DOIUrl":null,"url":null,"abstract":"Sums of random variables play a fundamental role in assessing the performance of wireless communication systems. This work introduces novel and exact formulations for the probability density function and the cumulative distribution function of the sum of ratios of <inline-formula><tex-math>$L$</tex-math></inline-formula> independent <inline-formula><tex-math>$\\alpha$</tex-math></inline-formula>-<inline-formula><tex-math>$\\mu$</tex-math></inline-formula> variates. These formulations are presented in terms of tractable fast-converging series. To the best of the author's knowledge, these are the first reported <italic>exact</i> solutions for the sum statistics of ratios of <inline-formula><tex-math>$\\alpha$</tex-math></inline-formula>-<inline-formula><tex-math>$\\mu$</tex-math></inline-formula> variates. Based upon these expressions, we analyze the performance of equal-gain combining and maximal-ratio combining diversity receivers operating over composite fading channels, i.e., in the presence of both multipath and shadowing fading effects. For the analysis, we consider that multiphath fading follows an <inline-formula><tex-math>$\\alpha$</tex-math></inline-formula>-<inline-formula><tex-math>$\\mu$</tex-math></inline-formula> distribution, whereas shadowing fading is governed by an inverse <inline-formula><tex-math>$\\alpha$</tex-math></inline-formula>-<inline-formula><tex-math>$\\mu$</tex-math></inline-formula> distribution. Exact and asymptotic expressions are obtained for the key performance metrics of the system, specifically the outage probability and the average-symbol error rate. Interestingly, the derived performance metrics demonstrated that the system's diversity gain solely depends on the multipath distribution parameters and the number of branches of the combining receivers. The validity of all our findings is confirmed via Monte Carlo simulations.","PeriodicalId":13421,"journal":{"name":"IEEE Transactions on Vehicular Technology","volume":"74 4","pages":"6638-6643"},"PeriodicalIF":7.5000,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"On the Sum of Ratios of $\\\\alpha$-$\\\\mu$ Variates With Application to Composite Fading Channels\",\"authors\":\"Lenin Patricio Jiménez Jiménez;Fernando Darío Almeida García;Maria Cecilia Luna Alvarado;José Cândido S. Santos Filho;Michel Daoud Yacoub;Gustavo Fraidenraich\",\"doi\":\"10.1109/TVT.2024.3509132\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Sums of random variables play a fundamental role in assessing the performance of wireless communication systems. This work introduces novel and exact formulations for the probability density function and the cumulative distribution function of the sum of ratios of <inline-formula><tex-math>$L$</tex-math></inline-formula> independent <inline-formula><tex-math>$\\\\alpha$</tex-math></inline-formula>-<inline-formula><tex-math>$\\\\mu$</tex-math></inline-formula> variates. These formulations are presented in terms of tractable fast-converging series. To the best of the author's knowledge, these are the first reported <italic>exact</i> solutions for the sum statistics of ratios of <inline-formula><tex-math>$\\\\alpha$</tex-math></inline-formula>-<inline-formula><tex-math>$\\\\mu$</tex-math></inline-formula> variates. Based upon these expressions, we analyze the performance of equal-gain combining and maximal-ratio combining diversity receivers operating over composite fading channels, i.e., in the presence of both multipath and shadowing fading effects. For the analysis, we consider that multiphath fading follows an <inline-formula><tex-math>$\\\\alpha$</tex-math></inline-formula>-<inline-formula><tex-math>$\\\\mu$</tex-math></inline-formula> distribution, whereas shadowing fading is governed by an inverse <inline-formula><tex-math>$\\\\alpha$</tex-math></inline-formula>-<inline-formula><tex-math>$\\\\mu$</tex-math></inline-formula> distribution. Exact and asymptotic expressions are obtained for the key performance metrics of the system, specifically the outage probability and the average-symbol error rate. Interestingly, the derived performance metrics demonstrated that the system's diversity gain solely depends on the multipath distribution parameters and the number of branches of the combining receivers. 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On the Sum of Ratios of $\alpha$-$\mu$ Variates With Application to Composite Fading Channels
Sums of random variables play a fundamental role in assessing the performance of wireless communication systems. This work introduces novel and exact formulations for the probability density function and the cumulative distribution function of the sum of ratios of $L$ independent $\alpha$-$\mu$ variates. These formulations are presented in terms of tractable fast-converging series. To the best of the author's knowledge, these are the first reported exact solutions for the sum statistics of ratios of $\alpha$-$\mu$ variates. Based upon these expressions, we analyze the performance of equal-gain combining and maximal-ratio combining diversity receivers operating over composite fading channels, i.e., in the presence of both multipath and shadowing fading effects. For the analysis, we consider that multiphath fading follows an $\alpha$-$\mu$ distribution, whereas shadowing fading is governed by an inverse $\alpha$-$\mu$ distribution. Exact and asymptotic expressions are obtained for the key performance metrics of the system, specifically the outage probability and the average-symbol error rate. Interestingly, the derived performance metrics demonstrated that the system's diversity gain solely depends on the multipath distribution parameters and the number of branches of the combining receivers. The validity of all our findings is confirmed via Monte Carlo simulations.
期刊介绍:
The scope of the Transactions is threefold (which was approved by the IEEE Periodicals Committee in 1967) and is published on the journal website as follows: Communications: The use of mobile radio on land, sea, and air, including cellular radio, two-way radio, and one-way radio, with applications to dispatch and control vehicles, mobile radiotelephone, radio paging, and status monitoring and reporting. Related areas include spectrum usage, component radio equipment such as cavities and antennas, compute control for radio systems, digital modulation and transmission techniques, mobile radio circuit design, radio propagation for vehicular communications, effects of ignition noise and radio frequency interference, and consideration of the vehicle as part of the radio operating environment. Transportation Systems: The use of electronic technology for the control of ground transportation systems including, but not limited to, traffic aid systems; traffic control systems; automatic vehicle identification, location, and monitoring systems; automated transport systems, with single and multiple vehicle control; and moving walkways or people-movers. Vehicular Electronics: The use of electronic or electrical components and systems for control, propulsion, or auxiliary functions, including but not limited to, electronic controls for engineer, drive train, convenience, safety, and other vehicle systems; sensors, actuators, and microprocessors for onboard use; electronic fuel control systems; vehicle electrical components and systems collision avoidance systems; electromagnetic compatibility in the vehicle environment; and electric vehicles and controls.