Формализация моделей и развитие методов анализа вероятностных характеристик инфокоммуникационных межмашинных беспроводных сетей пятого поколения

项目来源

俄罗斯基础研究基金(RFBR)

项目主持人

Шоргин СергейЯковлевич

项目受资助机构

未公开

立项年度

2015

立项时间

未公开

项目编号

15-07-03051

项目级别

国家级

研究期限

未知 / 未知

受资助金额

未知

学科

未公开

学科代码

未公开

基金类别

(а)(а) конкурс проектов фундаментальных научных исследований

关键词

未公开

参与者

未公开

参与机构

未公开

项目标书摘要:Аннотация к заявке: Множество различных технологических устройств (датчики контроля, интеллектуальные счётчики, смартфоны, и др.) осуществляют передачу данных в автоматическом режиме, генерируя трафик межмашинного взаимодействия (М2М) и трафик соединений устройства с устройством (D2D). Существующие (3G и 4G) и перспективные (5G) беспроводные сети с трудом справляются с обслуживанием трафика нового типа, при этом в случае M2M-трафика проблему представляет не объем данных M2M, а огромное количество соответствующих соединений, а в случае D2D-трафика – алгоритмы управления обменом данными между устройствами, а также возникающая при этом интерференция. Ситуация усугубляется быстрым распространением мобильных облачных приложений (MCC) и услуг. Для эффективного обслуживания трафика нового типа в сетях беспроводной связи 5G необходимо разработать новые механизмы управления радиоресурсами, учитывающие особенности межмашинного взаимодействия, что в свою очередь требует создания новых математических моделей и методов анализа их вероятностных характеристик. Таким образом, актуальной является проблема формализации моделей и развития методов анализа вероятностных характеристик инфокоммуникационных межмашинных беспроводных сетей 5G. Анализ литературных и интернет источников показал острую необходимость в новой информационной технологии – комплексе моделей, методах их анализа и расчета вероятностных характеристик, позволяющих адекватно отражать процесс эволюции и механизмы управления радиоресурсами сетей последующих поколений и планировать их эффективное развитие. Исполнителями проекта проблема будет формализована и всесторонне исследована с учетом особенностей межмашинного взаимодействия в беспроводных сетях, соединений устройства с устройством, протоколов управления установлением соединения, а также систем мобильных облачных вычислений. Решение задачи достигается зарекомендовавшим себя на международном уровне математическим аппаратом случайных процессов, теории массового обслуживания, математической теории телетрафика и теории оптимального управления. Результатом будет информационная технология в виде комплекса моделей, методов анализа и расчета механизмов управления радиоресурсами межмашинных беспроводных сетей пятого поколения.

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  • 1.Modeling of vertical handover from 3GPP LTE to cognitive wireless regional area network

    • 关键词:
    • IEEE Standards;Software radio;Decision making;Wireless networks;Radio systems;Managers;Network architecture;Mobile telecommunication systems;Customer premise equipments;IEEE 802.22;Software-defined radios;Sojourn time;WRAN
    • Grebeshkov, Alexander;Gaidamaka, Yuliya;Zaripova, Elvira;Pshenichnikov, Anatoly
    • 《9th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, ICUMT 2017》
    • 2017年
    • November 6, 2017 - November 8, 2017
    • Munich, Germany
    • 会议

    The first wireless regional area network standard with a cognitive radio (CR) framework for a broadband fixed or mobile access is IEEE 802.22. This standard based at the concept of sensing and utilizing temporary vacant radio channel in the frequency range from 54 MHz to 862 MHz. The IEEE 802.22 WRAN architectures includes decentralized collection of data about power level and time-dependent spectrum availability with help of customer premise equipment (CPE). The CPE sojourn time at the IEEE 802.22 WRAN is a key performance index for a making decision about vertical handover (VHO) from a current wireless access network as 3GPP LTE to the 802.22 WRAN. This paper present the sojourn time procedure from IEEE 802.22 discovery by CPE to a new IP-session establishment on WRAN. A new integrated architecture is offered for a coordinate access network creation on the base of integrated 3GPP access network discovery and selection function (ANDSF) and IEEE 802.22 Spectrum Manager (SM). © 2017 IEEE.

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  • 2.Modeling of vertical handover from 3GPP LTE to cognitive wireless regional area network

    • 关键词:
    • IEEE Standards;Software radio;Decision making;Wireless networks;Radio systems;Managers;Network architecture;Mobile telecommunication systems;Customer premise equipments;IEEE 802.22;Software-defined radios;Sojourn time;WRAN
    • Grebeshkov, Alexander;Gaidamaka, Yuliya;Zaripova, Elvira;Pshenichnikov, Anatoly
    • 《9th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, ICUMT 2017》
    • 2017年
    • November 6, 2017 - November 8, 2017
    • Munich, Germany
    • 会议

    The first wireless regional area network standard with a cognitive radio (CR) framework for a broadband fixed or mobile access is IEEE 802.22. This standard based at the concept of sensing and utilizing temporary vacant radio channel in the frequency range from 54 MHz to 862 MHz. The IEEE 802.22 WRAN architectures includes decentralized collection of data about power level and time-dependent spectrum availability with help of customer premise equipment (CPE). The CPE sojourn time at the IEEE 802.22 WRAN is a key performance index for a making decision about vertical handover (VHO) from a current wireless access network as 3GPP LTE to the 802.22 WRAN. This paper present the sojourn time procedure from IEEE 802.22 discovery by CPE to a new IP-session establishment on WRAN. A new integrated architecture is offered for a coordinate access network creation on the base of integrated 3GPP access network discovery and selection function (ANDSF) and IEEE 802.22 Spectrum Manager (SM). © 2017 IEEE.

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  • 3.Simulation of Devices Mobility to Estimate Wireless Channel Quality Metrics in 5G Networks

    • Orlov, Yu.;Fedorov, S.;Samuylov, A.;Gaidamaka, Yu.;Molchanov, D.
    • 《PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2016 》
    • 2017年
    • 会议

    The problem of channel quality estimation for devices in a wireless 5G network is formulated. As a performance metrics of interest we choose the signal-to-interference-plus-noise ratio, which depends essentially on the distance between the communicating devices. A model with a plurality of moving devices in a bounded three-dimensional space and a simulation algorithm to determine the distances between the devices for a given motion model are devised.

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  • 4.Modeling and Analysis of the Effectiveness of Two Redistributing Schemes in P2P Streaming Network

    • Gaidamaka, Yu.;Medvedeva, E.;Adamu, A.
    • 《PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2016 》
    • 2017年
    • 会议

    This paper explores so called "View-Upload Decoupling scheme" which strictly decouples data to what peer uploads and what it personally views. It is based on the split of downloaded user data streams into two types: the stream of the chosen TV channel and the stream (one or more) of the other TV channel, exclusively, to deliver it to other users. We developed a method for calculating one of the key QoS characteristics in P2P streaming network - the probability of universal streaming for each channel and a system-wide universal streaming across all channels. The statistical probability results of universal streaming for the VUD scheme compared to the traditional redistributing ISO scheme are presented.

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  • 5.Convolution Algorithm for Normalization Constant Evaluation in Queuing System with Random Requirements

    • Samouylov, K.;Sopin, E.;Vikhrova, O.;Shorgin, S.
    • 《PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2016 》
    • 2017年
    • 会议

    We suggest a convolution algorithm for calculating the normalization constant for stationary probabilities of a multiserver queuing system with random resource requirements. Our algorithm significantly reduces computing time of the stationary probabilities and system characteristics such as blocking probabilities and average number of occupied resources. The algorithm aims to avoid calculation of k-fold convolutions and reasonably use memory resources.

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  • 6.LTE performance analysis using queuing systems with finite resources and random requirements

    • 关键词:
    • Probability distributions;Queueing networks;Resource allocation;Queueing theory;Accurate performance;finite resources;Heavy traffic load;Performance analysis;Queuing systems;Radio resource allocation;random requirements;Random resources
    • Naumov, V.;Samouylov, K.;Yarkina, N.;Sopin, E.;Andreev, S.;Samuylov, A.
    • 《7th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, ICUMT 2015》
    • 2016年
    • October 6, 2015 - October 8, 2015
    • Brno, Czech republic
    • 会议

    Heavy traffic load in current LTE networks calls for effective radio resource allocation methods and tools for performance evaluation. In this work, we provide an analytical framework for LTE resource allocation in terms of queuing theory. We consider a multiservice queuing system with a finite amount of resources of several types, and allow the customers occupy a random amount of resources upon their arrival. Random resource requirements lead to more accurate performance evaluation compared to conventional multiservice models. For the considered model, we prove that the stationary probability distribution has a multiplicative form. Our findings are illustrated with a numerical example. © 2015 IEEE.

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  • 7.The estimation of probability characteristics of cloud computing systems with splitting of requests

    • 关键词:
    • Cloud computing;Quality control;Distributed database systems;Costs;Web services;Cloud providers;Cloud service providers;Fork-join queues;Optimal performance;Queuing systems;Service Level Agreements;Service Quality;Synchronization time
    • Gorbunova, Anastasia;Zaryadov, Ivan;Matyushenko, Sergey;Sopin, Eduard
    • 《19th International Conference on Distributed Computer and Communication Networks, DCCN 2016》
    • 2016年
    • November 21, 2016 - November 25, 2016
    • Moscow, Russia
    • 会议

    Growing popularity of cloud services is explained by many advantages of them. The accessibility, flexibility, scalability, ease of management, the relatively low cost of implementation can be listed among the main advantages. The demand for cloud services with the ability to change one cloud service provider to another one without any significant cost for a user result in a high competition between cloud providers. Due to this reason, it became important to find the optimal performance measures of cloud systems. These measures, on the one hand, must meet all the requirements of Service Level Agreement (SLA), on the other hand, do not lead to excessive costs for provider. The paper presents the evaluation of the main service quality characteristics of cloud systems, including formulas for variance of residence time in the synchronization buffer. For the analysis of a cloud system, fork-join queues with corresponding methods of its approximation were used. © Springer International Publishing AG 2016.

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  • 8.Design and software architecture of buffering mechanism for peer-to-peer streaming network simulation

    • Gaidamaka, Yuliya V. ; Samuylov, Andrey K. ; Medvedeva, Ekaterina G. ; Vasiliev, Ivan Yu. ; Abaev, Pavel O. ; Shorgin, Sergey Ya.
    • 《Proceedings - 29th European Conference on Modelling and Simulation, ECMS 2015》
    • 2015年
    • 会议

    The rapid development of P2P technologies and appearing scope of applications involving it will help to solve a lot of optimization problems and improve the QoS for data delivery services. This paper is an extension of previous papers devoted to modelling P2P media streaming service and describes the design and simulation software architecture of P2P streaming network with buffering mechanism for a single media stream. We consider mathematical model in the form of discrete Markov chain taking into account the so-called lag-the time delay of data transfer between peers, download strategies and possible peer groups according to distances between them. Program algorithm is presented using UML activity diagram and the simulation results are shown. © ECMS Valeri M. Mladenov, Petia Georgieva, Grisha Spasov, Galidiya Petrova (Editors).

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  • 9.Comparison of polling disciplines when analyzing waiting time for signaling message processing at SIP-server

    • Gaidamaka, Yuliya ; Zaripova, Elvira
    • 《Communications in Computer and Information Science》
    • 2015年
    • 会议

    The main signaling protocol for IP Multimedia Subsystem is Session Initiation Protocol. A typical procedure for a session establishment involves two types of signaling messages with different priority: Invite message, which initiate a session, and non-Invite messages, which continue session establishment. In the paper for the analysis of two types signaling messages service process the single server asymmetric polling system with two infinite queues and a non-zero switching time is proposed. We estimate the waiting time for the gated and the exhaustive service disciplines using input data applicable to signaling traffic analysis. For the exhaustive discipline the formulas for the second moments of the waiting time were obtained and calculation of the first and the second moments of the waiting time was carried out. © Springer International Publishing Switzerland 2015.

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