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

项目编号

15-07-03051

立项年度

2015

立项时间

未公开

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.TIME-DEPENDENT ENERGY AND RESOURCE MANAGEMENT IN MOBILITY-AWARE D2D-EMPOWERED 5G SYSTEMS

    • 关键词:
    • HETEROGENEOUS NETWORKS; CHALLENGES; ACCESS
    • Orsino, Antonino;Samuylov, Andrey;Moltchanov, Dmitri;Andreev, Sergey;Militano, Leonardo;Araniti, Giuseppe;Koucheryavy, Yevgeni
    • 《IEEE WIRELESS COMMUNICATIONS》
    • 2017年
    • 24卷
    • 4期
    • 期刊

    The 5G mobile networks are expected to offer higher degrees of radio access heterogeneity across a wide range of technologies (LTE, WiFi, mmWave, etc.), which operate in both licensed and unlicensed spectrum providing dissimilar data rates and coverage. In light of the stringent requirements in terms of resource and energy efficiency, the performance optimization of such heterogeneous 5G systems becomes an involved task that demands abundant information on the states of users to solve a complex, large-scale optimization problem. However, the unpredictable mobility of communicating entities, including dual mobility of D2D partners, may lead to a rapid deviation from the initial, optimized system state and thus requires frequent re-optimizations of the entire network. In this article, we aim to deliver a comprehensive tutorial on the implications of system-wide energy and resource management with the emphasis on its time-dependent behavior. Proposing a novel network-centric 5G optimization framework, we employ insights from the random walk and Markov chain theories, and also confirm our findings with an extensive system-level simulation campaign. These results reveal an exponential performance degradation rate that primarily depends on the average user speeds. Together with reporting the divergence exponents for different 5G system configurations, we also provide practical insights into how to exploit them in order to non-incrementally improve the throughput and energy performance of the network.

    ...
  • 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.

    ...
  • 3.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.

    ...
  • 4.Analytical performance estimation of network-assisted D2D communications in urban scenarios with rectangular cells

    • 关键词:
    • TO-DEVICE COMMUNICATION; CELLULAR NETWORKS; WIRELESS NETWORKS;STOCHASTIC GEOMETRY; 5G; LTE; OPTIMIZATION; CAPACITY; DESIGN
    • Samuylov, Andrey;Ometov, Aleksandr;Begishev, Vyacheslav;Kovalchukov, Roman;Moltchanov, Dmitri;Gaidamaka, Yuliya;Samouylov, Konstantin;Andreev, Sergey;Koucheryavy, Yevgeni
    • 《TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES》
    • 2017年
    • 28卷
    • 2期
    • 期刊

    The aggressive spatial reuse of radio resources is considered today as one of the most promising avenues to achieve significant cellular capacity improvements in future fifth-generation networks. Accordingly, device-to-device (D2D) communications are an emerging paradigm that promises to offer these much expected gains without the need for additional investments into the network infrastructure. However, before this attractive technology can be deployed ubiquitously, the research community has to fully understand the extent of its potential performance benefits across typical scenarios of interest. In this work, we consider one such use case of rectangular cells (common for offices, shopping malls, dormitories, etc.) and develop the corresponding analytical methodology for D2D performance evaluation. As our target metric, we employ the signal-to-interference (SIR) ratio experienced by a D2D user. To this end, we propose two relatively simple approximations for SIR distribution and hence capture the related parameters, including user throughput. Further, we carefully investigate the most interesting numerical results by making important conclusions on the envisioned operation of our chosen scenario. In particular, we demonstrate that under certain conditions, the SIR behaviour is insensitive to the dimensions of cells, while different propagation exponents 'scale' its density function thus allowing to simplify the characterisation of SIR in a wide range of input parameters. Copyright (C) 2015 John Wiley & Sons, Ltd.

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  • 5.Simulation of Devices Mobility to Estimate Wireless Channel Quality Metrics in5G 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
    • 1863卷
    • 期刊

    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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  • 6.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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  • 7.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
    • 1863卷
    • 期刊

    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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  • 8.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
    • 1863卷
    • 期刊

    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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  • 9.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.

    ...
  • 10.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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