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Development of a learning-based framework for traffic estimation and admission control in two-way radio communication systems

双向无线电通信系统中基于学习的流量估计和准入控制框架的开发

基本信息

批准号：
512124-2017
负责人：
Hossain, Ekram
金额：
$ 1.82万
依托单位：
University of Manitoba
依托单位国家：
加拿大
项目类别：
Engage Grants Program
财政年份：
2017
资助国家：
加拿大
起止时间：
2017-01-01 至 2018-12-31
项目状态：
已结题

来源：
https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=640659
关键词：
Development learning based framework traffic

项目摘要

The demand for two-way radio communication has increased dramatically and this growth trend is expected tocontinue. Our industry partner for this project, Tridon Communications, operates a two-way radiocommunications network and currently it faces the challenge of optimizing the number of radio channels at thedifferent sites in order to maximize the satisfaction of its customers while efficiently utilizing the given totalnumber of radio channels. Also, it lacks a solid methodology to make decisions on network dimensioning andextending the network infrastructure in a cost-effective manner. The proposal is to develop a learning-basedmethod for traffic estimation and admission control for Tridon's two-way radio communication system. Thismethod, which will be delivered to Tridon as a set of algorithms and/or software modules, will be used byTridon to optimize its network performance by efficiently utilizing the radio channels and controllingadmission of the users into the network while satisfying their communication performance requirements. Also,the method will be used for network dimensioning and expansion of the currently deployed system. The projectwill benefit this Canadian Company to offer two-way radio communication services in a competitive price withcustomers' satisfaction.

对双向无线电通信的需求急剧增加，预计这种增长趋势将继续下去。我们在该项目中的行业合作伙伴Tridon Communications运营着一个双向无线电通信网络，目前它面临着优化不同站点的无线电信道数量的挑战，以便在有效利用给定的无线电信道总数的同时最大限度地提高客户满意度。此外，它缺乏一种可靠的方法来决定网络规模和以具有成本效益的方式扩展网络基础设施。该建议是开发一种基于学习的方法，用于Tridon的双向无线电通信系统的流量估计和准入控制。该方法将作为一组算法和/或软件模块交付给Tridon，Tridon将使用该方法通过有效利用无线电信道和在满足用户通信性能要求的同时允许用户进入网络来优化其网络性能。此外，该方法将用于网络规模和扩展目前部署的系统。该项目使这家加拿大公司能够以具有竞争力的价格提供双向无线电通信服务，并使客户满意。