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

基本信息

  • 批准号:
    RGPIN-2016-06277
  • 负责人:
  • 金额:
    $ 3.06万
  • 依托单位:
  • 依托单位国家:
    加拿大
  • 项目类别:
    Discovery Grants Program - Individual
  • 财政年份:
    2019
  • 资助国家:
    加拿大
  • 起止时间:
    2019-01-01 至 2020-12-31
  • 项目状态:
    已结题

项目摘要

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.******The objective of this proposed research program is to reveal patterns, structures and properties, search for new approaches, develop and extend advanced methods, and propose efficient approximations and computational procedures. We expect that new discoveries can be employed in both modelling and analysis, and control and optimization, for various two-or higher-dimensional stochastic systems, including parallel queues, tandem queues, and multi-input, multistage queueing networks which are incorporated with mechanisms such as bulk arrivals, bulk services, coupled servers, feedback, adaptive services, and priorities. ******When explicit properties are still expected, explicit solutions for probability distributions are not, in general, available for the complex systems proposed in this research. Therefore, approximations, asymptotics properties, performance bounds, and efficient computational solutions become key components in the study. The proposed research is to address these issues. New discoveries made and new results obtained from the proposed program, from extending the kernel method to random walks with killing or absorbing states, to more general structured walks and to high-dimensional models; from generalizing the matrix-analytic method for dealing with processes with infinitely many phase states; from exploring the limit of the power of the BVPs, and parametrization and algebraic methods for explicit solutions; from studying the decay rate in quasi-stationary distributions by spectral properties; from applying mean-fields limit, or mean-field game model for optimal control of queues; from developing efficient simulation and computational schemes and others, are expected to result in advances in queueing theory, stochastic modelling and analysis, and produce a profound impact on system design, performance evaluation, control, and parameter optimization in wireless telecommunications and other applications**
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。******这项研究计划的目标是揭示模式、结构和性质,寻找新的方法,发展和扩展先进的方法,并提出有效的近似和计算程序。我们期望新的发现可以用于各种二维或高维随机系统的建模和分析,以及控制和优化,包括并行队列,串联队列和多输入,多阶段队列网络,这些网络与诸如批量到达,批量服务,耦合服务器,反馈,自适应服务和优先级等机制相结合。******当仍然期望显式性质时,对于本研究中提出的复杂系统,概率分布的显式解通常不可用。因此,近似、渐近性质、性能界限和有效的计算解成为研究的关键组成部分。提出的研究就是要解决这些问题。从核方法扩展到具有杀伤或吸收状态的随机漫步,到更一般的结构化漫步和高维模型,提出了新的发现和新的结果;推广了处理无穷多相态过程的矩阵解析方法从探索bvp的幂极限,以及显式解的参数化和代数方法;从光谱性质研究准平稳分布的衰减率应用平均域极限或平均域博弈模型进行队列最优控制通过开发高效的仿真和计算方案等,有望在排队理论、随机建模和分析方面取得进展,并对无线通信和其他应用中的系统设计、性能评估、控制和参数优化产生深远影响**

项目成果

期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)

数据更新时间:{{ journalArticles.updateTime }}

{{ item.title }}
{{ item.translation_title }}
  • DOI:
    {{ item.doi }}
  • 发表时间:
    {{ item.publish_year }}
  • 期刊:
  • 影响因子:
    {{ item.factor }}
  • 作者:
    {{ item.authors }}
  • 通讯作者:
    {{ item.author }}

数据更新时间:{{ journalArticles.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ monograph.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ sciAawards.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ conferencePapers.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ patent.updateTime }}

Zhao, Yiqiang其他文献

Tail asymptotics for M/M/c retrial queues with non-persistent customers
具有非持久客户的 M/M/c 重试队列的尾部渐近
Hardware Trojan Detection Leveraging a Novel Golden Layout Model Towards Practical Applications
COMPUTABLE STRONGLY ERGODIC RATES OF CONVERGENCE FOR CONTINUOUS-TIME MARKOV CHAINS
连续时间马尔可夫链的可计算强遍历收敛率
  • DOI:
    10.1017/s1446181108000114
  • 发表时间:
    2008-04
  • 期刊:
  • 影响因子:
    0.9
  • 作者:
    Zhao, Yiqiang;Liu, Yuanyuan;Zhang, Hanjun
  • 通讯作者:
    Zhang, Hanjun
A 12.1bit-ENOB noise shaping SAR ADC for biosensor applications
  • DOI:
    10.1016/j.mejo.2021.105292
  • 发表时间:
    2021-10-28
  • 期刊:
  • 影响因子:
    2.2
  • 作者:
    Li, Yao;Zhao, Yiqiang;Ye, Mao
  • 通讯作者:
    Ye, Mao
A novel base editor SpRY-ABE8e(F148A) mediates efficient A-to-G base editing with a reduced off-target effect.
  • DOI:
    10.1016/j.omtn.2022.12.001
  • 发表时间:
    2023-03-14
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Li, Guo;Cheng, Yaxian;Li, Yeqiu;Ma, Hongru;Pu, Zhongji;Li, Sa;Zhao, Yiqiang;Huang, Xingxu;Yao, Yuan
  • 通讯作者:
    Yao, Yuan

Zhao, Yiqiang的其他文献

{{ item.title }}
{{ item.translation_title }}
  • DOI:
    {{ item.doi }}
  • 发表时间:
    {{ item.publish_year }}
  • 期刊:
  • 影响因子:
    {{ item.factor }}
  • 作者:
    {{ item.authors }}
  • 通讯作者:
    {{ item.author }}

{{ truncateString('Zhao, Yiqiang', 18)}}的其他基金

Modelling, Performance, and Decision Making of Queues for Wireless Networks and Beyond
无线网络及其他网络的队列建模、性能和决策
  • 批准号:
    RGPIN-2022-04915
  • 财政年份:
    2022
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Discovery Grants Program - Individual
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
  • 财政年份:
    2021
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Discovery Grants Program - Individual
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
  • 财政年份:
    2020
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Discovery Grants Program - Individual
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
  • 财政年份:
    2018
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Discovery Grants Program - Individual
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:
    493006-2016
  • 财政年份:
    2018
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Discovery Grants Program - Accelerator Supplements
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:
    493006-2016
  • 财政年份:
    2017
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Discovery Grants Program - Accelerator Supplements
Workshop for addressing industrial challenges - data analytics and support for
解决工业挑战的研讨会 - 数据分析和支持
  • 批准号:
    521072-2017
  • 财政年份:
    2017
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Connect Grants Level 2
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
  • 财政年份:
    2017
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Discovery Grants Program - Individual
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
  • 财政年份:
    2016
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Discovery Grants Program - Individual
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:
    493006-2016
  • 财政年份:
    2016
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Discovery Grants Program - Accelerator Supplements

相似海外基金

Realization of sparse control with model predictive control and guarantee of its performance
模型预测控制稀疏控制的实现及其性能保证
  • 批准号:
    23K03916
  • 财政年份:
    2023
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Grant-in-Aid for Scientific Research (C)
Collaborative Research: CPS: Medium: Co-Designed Control and Scheduling Adaptation for Assured Cyber-Physical System Safety and Performance
协作研究:CPS:中:共同设计控制和调度适应,以确保网络物理系统的安全和性能
  • 批准号:
    2229290
  • 财政年份:
    2023
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Standard Grant
From lab to math classroom: Utilizing eye gaze and cognitive control tasks to examine the effects of perceptual cues and structure on mathematical performance
从实验室到数学课堂:利用目光注视和认知控制任务来检查感知线索和结构对数学表现的影响
  • 批准号:
    2320053
  • 财政年份:
    2023
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Standard Grant
An empirical study for utilizing BI to improve the quality of management control and organizational performance
利用BI提高管理控制质量和组织绩效的实证研究
  • 批准号:
    23K12584
  • 财政年份:
    2023
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Grant-in-Aid for Early-Career Scientists
Space performance correction for micro gas jet nozzles contributing to precise position control of spacecraft
微型气体喷嘴的空间性能校正有助于航天器的精确位置控制
  • 批准号:
    23K19099
  • 财政年份:
    2023
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Grant-in-Aid for Research Activity Start-up
Relationship between occlusion and postural control in physical performance
身体表现中咬合与姿势控制之间的关系
  • 批准号:
    23K10617
  • 财政年份:
    2023
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Grant-in-Aid for Scientific Research (C)
Modulator-free Performance-Oriented Control (MfPOC) for Direct Electric Drives
用于直接电力驱动的无调制器性能导向控制 (MfPOC)
  • 批准号:
    EP/W027283/1
  • 财政年份:
    2023
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Research Grant
Emission wavelength control and device performance improvement of OLEDs based on plasmon-microcavity coupling
基于等离子体-微腔耦合的OLED发射波长控制和器件性能改进
  • 批准号:
    23K04658
  • 财政年份:
    2023
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Grant-in-Aid for Scientific Research (C)
CSR: Small: Squeezing More Performance Out of Distributed Storage Systems With a Transparent Ordering-Control Layer
CSR:小:通过透明排序控制层从分布式存储系统中榨取更多性能
  • 批准号:
    2327609
  • 财政年份:
    2023
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Standard Grant
Collaborative Research: CPS: Medium: Co-Designed Control and Scheduling Adaptation for Assured Cyber-Physical System Safety and Performance
协作研究:CPS:中:共同设计控制和调度适应,以确保网络物理系统的安全和性能
  • 批准号:
    2229136
  • 财政年份:
    2023
  • 资助金额:
    $ 3.06万
  • 项目类别:
    Standard Grant
{{ showInfoDetail.title }}

作者:{{ showInfoDetail.author }}

知道了