Yuanxin Sun, Ruoxin Kuai, Wanbin Tang, Xiaoping Li
{"title":"Latency Performance Analysis of Predictive Resource Allocation","authors":"Yuanxin Sun, Ruoxin Kuai, Wanbin Tang, Xiaoping Li","doi":"10.1109/WCSP.2019.8927921","DOIUrl":null,"url":null,"abstract":"Ultra low latency is one of the most significant requirements in machine type communications and intelligent transport systems. Predictive resource allocation is one of the promising candidates to provide ultra low latency communications. In this paper, we analyze the latency performance of the predictive resource allocation with different parameter configurations. The performance metric is proposed by the Mobile and wireless communication Enablers for the Twenty-twenty Information Society (METIS). Simulations demonstrate the correctness of the theoretical results. The result can be used for find the optimal algorithm parameter and examine whether the performance satisfies the requirement or not. Furthermore, we discuss other factors that is possible to improve the latency performance.","PeriodicalId":108635,"journal":{"name":"2019 11th International Conference on Wireless Communications and Signal Processing (WCSP)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 11th International Conference on Wireless Communications and Signal Processing (WCSP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WCSP.2019.8927921","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Ultra low latency is one of the most significant requirements in machine type communications and intelligent transport systems. Predictive resource allocation is one of the promising candidates to provide ultra low latency communications. In this paper, we analyze the latency performance of the predictive resource allocation with different parameter configurations. The performance metric is proposed by the Mobile and wireless communication Enablers for the Twenty-twenty Information Society (METIS). Simulations demonstrate the correctness of the theoretical results. The result can be used for find the optimal algorithm parameter and examine whether the performance satisfies the requirement or not. Furthermore, we discuss other factors that is possible to improve the latency performance.