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
  • [21] Comparison of Analysis Methods for the Joint Connection-Level and Packet-Level Performance Evaluation of VoIP Traffic Networks
    Ramirez-Reyna, Mario A.
    Cruz-Perez, Felipe A.
    Lirio Castellanos-Lopez, Sandra
    Hernandez-Valdez, Genaro
    IEEE ACCESS, 2024, 12 : 163349 - 163366
  • [22] Synchronization of Stochastic Complex Dynamical Networks Subject to Consecutive Packet Dropouts
    Hu, Zhipei
    Deng, Feiqi
    Wu, Zheng-Guang
    IEEE TRANSACTIONS ON CYBERNETICS, 2021, 51 (07) : 3779 - 3788
  • [23] Dynamic load balancing and sharing performance of integrated wireless networks
    Yanmaz, E
    Tonguz, OK
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2004, 22 (05) : 862 - 872
  • [24] A Cloud-Assisted Network Coded Packet Retransmission Approach for Wireless Multicasting
    Chen, Yu-Jia
    Ho, Wan-Ling
    Wang, Li-Chun
    Wang, Kuo-Chen
    2014 IEEE 6TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING TECHNOLOGY AND SCIENCE (CLOUDCOM), 2014, : 676 - 679
  • [25] Packet Retransmission in D2D Underlay Cellular Networks
    Cardieri, Paulo
    Brito, Jose M. C.
    IEEE COMMUNICATIONS LETTERS, 2018, 22 (09) : 1914 - 1917
  • [26] On Outage Probabilities With Correlated Locations, Channel, and Traffic in Wireless Networks
    Schilcher, Udo
    Toumpis, Stavros
    IEEE COMMUNICATIONS LETTERS, 2024, 28 (06) : 1293 - 1297
  • [27] On Beamforming Gain Models for Performance Evaluation and Analysis of Narrowband and Wideband Wireless Networks
    Chen, Yi
    Han, Chong
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2021, 69 (11) : 7864 - 7878
  • [28] Multi-UAV Enabled Aerial-Ground Integrated Networks: A Stochastic Geometry Analysis
    Zhang, Shangwei
    Zhu, Yajie
    Liu, Jiajia
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2022, 70 (10) : 7040 - 7054
  • [29] Retransmission performance in a stochastic geometric cellular network model
    Kaj, Ingemar
    Morozova, Taisiia
    PERFORMANCE EVALUATION, 2024, 165
  • [30] Heterogeneous Ultradense Networks With Traffic Hotspots: A Unified Handover Analysis
    Zhou, He
    Zhou, Haibo
    Li, Jianguo
    Yang, Kai
    An, Jianping
    Shen, Xuemin
    IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (10) : 8825 - 8838