Modelling, Performance, and Control of Queues for Wireless Networks and Other Applications

无线网络和其他应用的队列建模、性能和控制

• 批准号: RGPIN-2016-06277
• 负责人: Zhao, Yiqiang
• 金额: $ 3.06万
• 依托单位: Carleton University
• 依托单位国家: 加拿大
• 项目类别: Discovery Grants Program - Individual
• 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=636807
• 关键词: Modelling; Performance; Control; Queues; Wireless

In the most recent two decades, with the proliferation of technologies, the development of the internet, and the explosion of wireless communications, everybody's daily life and society, as a whole, have been profoundly impacted. These advancements and effects have greatly motivated studies and research on large-scaled complex systems, multi-dimensional processes, adaptive models, and parallel processing and computing, while simultaneously raising further challenges on advanced methods needed in the study and research. Queueing theory is such an example. Well-developed classical queueing theory and approaches for modelling, analysis, control and optimization are not sufficient for this demand, primarily due to the large scale and complexity of the system, such as multi-dimensional state spaces, strong dependence in system variables, heterogeneous traffic, and non-Poisson behaviour, among other properties.

近二十年来，随着技术的扩散，互联网的发展，无线通信的爆炸式增长，每个人的日常生活和整个社会都受到了深刻的影响。这些进展和影响极大地推动了对大规模复杂系统、多维过程、自适应模型、并行处理和计算的研究，同时也对研究所需的先进方法提出了进一步的挑战。排队理论就是这样一个例子。发展良好的经典排队理论和建模、分析、控制和优化方法不足以满足这种需求，主要是由于系统的大规模和复杂性，例如多维状态空间、系统变量的强依赖性、异构流量和非泊松行为等特性。