{"title":"ENHANCEMENT OF VoIP PERFROMANCE IN MANET USING FUZZY LOGIC","authors":"Abdusalam Yahya, A. Abdalla","doi":"10.29284/IJASIS.6.2.2020.40-49","DOIUrl":null,"url":null,"abstract":"Voiceover Internet Protocol (VoIP) application is a vital technology that is quickly growing in the Mobile Ad hoc NETwork (MANET). Packet loss is a factor that can significantly affect the Quality of Service (QoS) for VoIP performance. Due to the dynamic nature of MANET, it is a challenging task to maintain the desired packet loss rate. This paper aims to enhance the performance of VoIP in the MANET using a fuzzy logic model. The input for the model is VoIP packet loss and the outputs are the optimal parameters of MANET (node number, pause time, maximum speed, and maximum connection).Network Simulator (NS2) was used to perform all simulations. MATLAB was used to implement the proposed fuzzy model. Moreover, the performance of the model was evaluated using NS2, and the results show that our proposed fuzzy model offers a significant enhancement in terms of the VoIP packet loss rate (P.LR).","PeriodicalId":411014,"journal":{"name":"INTERNATIONAL JOURNAL OF ADVANCES IN SIGNAL AND IMAGE SCIENCES","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"INTERNATIONAL JOURNAL OF ADVANCES IN SIGNAL AND IMAGE SCIENCES","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.29284/IJASIS.6.2.2020.40-49","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
Voiceover Internet Protocol (VoIP) application is a vital technology that is quickly growing in the Mobile Ad hoc NETwork (MANET). Packet loss is a factor that can significantly affect the Quality of Service (QoS) for VoIP performance. Due to the dynamic nature of MANET, it is a challenging task to maintain the desired packet loss rate. This paper aims to enhance the performance of VoIP in the MANET using a fuzzy logic model. The input for the model is VoIP packet loss and the outputs are the optimal parameters of MANET (node number, pause time, maximum speed, and maximum connection).Network Simulator (NS2) was used to perform all simulations. MATLAB was used to implement the proposed fuzzy model. Moreover, the performance of the model was evaluated using NS2, and the results show that our proposed fuzzy model offers a significant enhancement in terms of the VoIP packet loss rate (P.LR).
VoIP (Voiceover Internet Protocol)应用是移动自组网(MANET)中迅速发展起来的一项重要技术。丢包是影响VoIP服务质量的一个重要因素。由于MANET的动态特性,保持理想的丢包率是一项具有挑战性的任务。本文旨在利用模糊逻辑模型来提高VoIP在MANET中的性能。模型的输入为VoIP丢包,输出为MANET的最优参数(节点数、暂停时间、最大速度、最大连接数)。所有模拟均采用Network Simulator (NS2)进行。利用MATLAB实现了所提出的模糊模型。此外,使用NS2对模型的性能进行了评估,结果表明我们提出的模糊模型在VoIP丢包率(P.LR)方面有显著提高。