Approximate Method for Estimating Characteristics of Joint Service of Real-Time Traffic and Elastic Data Traffic in Multiservice Access Nodes

被引：1
|
作者：
Stepanov, S. N. [1 ]
Stepanov, M. S. [1 ]
机构：
[1] Moscow Tech Univ Commun & Informat, Moscow, Russia
来源：
AUTOMATION AND REMOTE CONTROL | 2023年 / 84卷 / 11期
关键词：
multiservice traffic; real-time traffic; elastic traffic; recursive algorithms; asymptotically exact characteristics; offloading of excess traffic; transmission resource planning; REQUIRED VOLUME; RESOURCE; COMMUNICATION; TRANSMISSION; SYSTEMS;
D O I：
10.1134/S0005117923110073
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
A mathematical model of joint servicing of priority real-time traffic and elastic data traffic in multiservice access nodes has been constructed and studied. Definitions of quality indicators for joint servicing of incoming requests for information services are provided. A system of statistical equilibrium equations is formed and its use for calculating the exact values of the introduced characteristics is considered. A method for approximate calculation of characteristics is proposed, based on the construction of a system of simplified equilibrium equations. It has been established that the obtained estimates of customer service indicators are asymptotically accurate in the region of large and small losses. The use of the developed method is shown to solve the problem of estimating the volume of traffic offloaded in an overload situation to other access nodes or to other frequency ranges in order to achieve values of specified QoS indicators and to solve the problem of planning the volume of required transmission resource of a multiservice access node.
引用
收藏
页码：1191 / 1207
页数：17
相关论文
共 50 条
  • [31] Real-time traffic estimation using data expansion
    Lederman, Roger
    Wynter, Laura
    TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2011, 45 (07) : 1062 - 1079
  • [32] Planning Transmission Resource at Joint Servicing of the Multiservice Real Time and Elastic Data Traffics
    Stepanov, S. N.
    Stepanov, M. S.
    AUTOMATION AND REMOTE CONTROL, 2017, 78 (11) : 2004 - 2015
  • [33] Real-Time Evaluation Method for Road Service Level Based on Traffic Model Driven
    Qian, Kui
    Yan, Hong
    2018 IEEE 18TH INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY (ICCT), 2018, : 500 - 504
  • [34] Map-Matching in a Real-Time Traffic Monitoring Service
    Szwed, Piotr
    Pekala, Kamil
    BEYOND DATABASES, ARCHITECTURES AND STRUCTURES, BDAS 2014, 2014, 424 : 425 - 434
  • [35] Planning transmission resource at joint servicing of the multiservice real time and elastic data traffics
    S. N. Stepanov
    M. S. Stepanov
    Automation and Remote Control, 2017, 78 : 2004 - 2015
  • [36] Real-time detection method for network traffic anomalies
    Zou, Bai-Xian
    Jisuanji Xuebao/Chinese Journal of Computers, 2003, 26 (08): : 940 - 947
  • [37] Real-time traffic data: estimating noise and air pollution, comparative ML techniques analysis
    Madhu, Kavitha
    Athira, P. R.
    Rohini, S.
    Sikhin, V. C.
    Balakrishnan, Srijith
    PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-TRANSPORT, 2025,
  • [38] Comprehensive Traffic Management System: Real-time traffic data analysis using RFID
    Meghana, B. S.
    Kumari, Santoshi
    Pushphavathi, T. P.
    2017 INTERNATIONAL CONFERENCE OF ELECTRONICS, COMMUNICATION AND AEROSPACE TECHNOLOGY (ICECA), VOL 2, 2017, : 168 - 171
  • [39] An Approach for Real-time Urban Traffic State Estimation by Fusing Multisource Traffic Data
    Zhang Ning
    Xu Jianmin
    Lin PeiQun
    Zhang Minjie
    PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012), 2012, : 4077 - 4081
  • [40] A Metamodel for Estimating Error Bounds in Real-Time Traffic Prediction Systems
    Pereira, Francisco C.
    Antoniou, Constantinos
    Fargas, Joan Aguilar
    Ben-Akiva, Moshe
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2014, 15 (03) : 1310 - 1322
12345