Performance Analysis for Wireless Stochastic Networks With Dynamic Traffic and Packet Retransmission

被引:4
|
作者
Xu, Dingjie [1 ,2 ]
Wang, Jinglun [1 ,3 ]
Cao, Tianyu [1 ,4 ]
Yang, Chenchen [1 ,3 ]
Xia, Bin [1 ]
机构
[1] Shanghai Jiao Tong Univ, Inst Wireless Commun Technol, Shanghai Inst Adv Commun & Data Sci, Dept Elect Engn, Shanghai 200240, Peoples R China
[2] Beijing Inst Appl Sci & Technol, Beijing 100080, Peoples R China
[3] Huawei Technol Co Ltd, Shanghai 201206, Peoples R China
[4] Rice Univ, Dept Elect & Comp Engn, Houston, TX 77251 USA
基金
中国国家自然科学基金;
关键词
Interference; Stochastic processes; Probability; Power system reliability; Analytical models; Wireless communication; System performance; Stochastic networks; packet retransmission; dynamic traffic; inter-cell interference; INTERCELL INTERFERENCE; CELLULAR NETWORKS; GEOMETRY;
D O I
10.1109/TCOMM.2020.2967368
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, we analyze the system performance of a stochastic network, which is in the stationary state. Different from previous full-loaded assumptions that base stations (BSs) are always transmitting signals, which overestimates the inter-cell interference (ICI), dynamic traffic is considered in our model and BSs can be silent in some time slots. Packet retransmission is adopted, which brings a coupled relationship between the outage probability and the buffer empty probability. That is, as the outage probability increases, packets that are not successfully received will remain at the head of the buffer and be retransmitted until they are successfully received, which increases the proportion of active BSs and aggravates the ICI in turn. To better analyze this coupled relationship, the ICI is analyzed with the aid of the probability generating function and the Laplace transform. Then a queuing model is established to depict the packet arrival and departure processes. Some important system metrics, including the outage probability, the buffer empty probability, and the stable throughput region, are derived. Numerical results verify our theoretical analysis, and it is revealed that packet retransmission can enhance the system performance when the packet request rate is within the stable throughput region.
引用
收藏
页码:2370 / 2380
页数:11
相关论文
共 50 条
  • [41] Modeling and Analysis of mmWave UAV Swarm Networks: A Stochastic Geometry Approach
    Shi, Xiaoming
    Deng, Na
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2022, 21 (11) : 9447 - 9459
  • [42] Performance Analysis of Cellular Ultradense IoT Networks With Wireless Backhauls
    Elbayoumi, Mohammed
    Ibrahim, Mohamed
    Elhoushy, Salah
    Hamouda, Walaa
    Youssef, Amr
    IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (17) : 15774 - 15787
  • [43] Performance Analysis and Optimization of Caching Placement in Heterogeneous Wireless Networks
    Wang, Rui
    Li, Ruyu
    Liu, Erwu
    Wang, Ping
    IEEE COMMUNICATIONS LETTERS, 2019, 23 (10) : 1883 - 1887
  • [44] Short packet communication in IoT networks: performance analysis
    Vo, Dinh-Tung
    Thi-Pham, Thu Ha
    Tran, Minh
    Kim, Byung-Seo
    Kharel, Rupak
    Voznak, Miroslav
    JOURNAL OF INFORMATION AND TELECOMMUNICATION, 2025,
  • [45] mmWave Wireless Backhaul Scheduling of Stochastic Packet Arrivals
    Garncarek, Pawel
    Jurdzinski, Tomasz
    Kowalski, Dariusz R.
    Mosteiro, Miguel A.
    2019 IEEE 33RD INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM (IPDPS 2019), 2019, : 708 - 717
  • [46] Performance Evaluation of TOA Positioning in Asynchronous Cellular Networks Using Stochastic Geometry Models
    Khalife, Joe
    Sevinc, Ceren
    Kassas, Zaher M.
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2020, 9 (09) : 1422 - 1426
  • [47] A Stochastic Dynamic Traffic Assignment Model for Emergency Evacuations That Considers Background Traffic
    Zhang, Tao
    Ren, Gang
    Cheng, Gang
    Yang, Yang
    Jin, Minjie
    IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2022, 14 (06) : 206 - 220
  • [48] Dynamic Channel Allocation Scheme Based on Traffic Prediction in Dense Wireless Networks
    Sun, Kai
    Zhang, Jie
    Gao, Xueliang
    Huang, Wei
    Zhang, Haijun
    Leung, Victor C. M.
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23 (09) : 12331 - 12342
  • [49] Performance evaluation of photonic networks under dynamic traffic conditions
    Spath, J
    Bodamer, S
    OPTICAL NETWORKS: DESIGN AND MODELLING, 1999, 19 : 13 - 21
  • [50] Traffic Characteristics Based Dynamic Radio Resource Management in Heterogeneous Wireless Networks
    Wen Juan
    Sheng Min
    Zhang Yan
    Wang Xijun
    Li Yuzhou
    CHINA COMMUNICATIONS, 2014, 11 (01) : 1 - 11