Controlling Status Updates in a Wireless System with Heterogeneous Traffic and Age of Information Constraints

被引:1
|
作者
Stamatakis, George [1 ]
Pappas, Nikolaos [2 ]
Traganitis, Apostolos [1 ]
机构
[1] Fdn Res & Technol Hellas FORTH, Inst Comp Sci, Iraklion, Greece
[2] Linkoping Univ, Dept Sci & Technol, Campus Norrkoping, Linkoping, Sweden
关键词
D O I
10.1109/globecom38437.2019.9014323
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this work, we derive optimal status update generation policies for a wireless source node that has a single queue which serves two applications, one that is Age of Information (AoI) sensitive and one that is not. Additionally, the AoI-sensitive application sets a strict upper bound on the AoI. The latter constraint is satisfied by utilizing an ultra-reliable low-latency communication link. We formulate a dynamic programming problem and utilize the framework of Markov Decision Processes to derive optimal policies for the generation of status update packets. We compare the derived optimal policies against baseline policies. Results indicate that existing status update policies fail to capture the effect of AoI insensitive traffic on queueing delay and AoI and thus perform suboptimally.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Wireless Caching Helper System with Heterogeneous Traffic and Secrecy Constraints
    Smpokos, Georgios
    Pappas, Nikolaos
    Chen, Zheng
    Mohapatra, Parthajit
    [J]. 2019 IEEE 20TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (SPAWC 2019), 2019,
  • [2] Age of Information for Updates With Distortion: Constant and Age-Dependent Distortion Constraints
    Bastopcu, Melih
    Ulukus, Sennur
    [J]. IEEE-ACM TRANSACTIONS ON NETWORKING, 2021, 29 (06) : 2425 - 2438
  • [3] The Age of Incorrect Information: A New Performance Metric for Status Updates
    Maatouk, Ali
    Kriouile, Saad
    Assaad, Mohamad
    Ephremides, Anthony
    [J]. IEEE-ACM TRANSACTIONS ON NETWORKING, 2020, 28 (05) : 2215 - 2228
  • [4] Cyclic Scheduling for Age of Information Minimization with Generate at Will Status Updates
    Gamgam, Ege Orkun
    Akar, Nail
    Ulukus, Sennur
    [J]. 2024 58TH ANNUAL CONFERENCE ON INFORMATION SCIENCES AND SYSTEMS, CISS, 2024,
  • [5] Optimal Age of Information and Throughput Scheduling in Heterogeneous Traffic Wireless Physical-Layer Security Communications
    Zhang, Qingquan
    Xu, Ziheng
    Lan, Xiaolong
    Chen, Jialin
    He, Junjiang
    Ma, Wengang
    Chen, Qingchun
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (13): : 23644 - 23660
  • [6] Quality of Information Maximization for Wireless Sensor Networks With Heterogeneous Traffic
    Feng, Chunhui
    Zhu, Peisheng
    Yang, Qinghai
    [J]. 2017 9TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP), 2017,
  • [7] Optimizing Age of Information in Wireless Networks with Throughput Constraints
    Kadota, Igor
    Sinha, Abhishek
    Modiano, Eytan
    [J]. IEEE CONFERENCE ON COMPUTER COMMUNICATIONS (IEEE INFOCOM 2018), 2018, : 1853 - 1861
  • [8] Age-Optimal Scheduling for Heterogeneous Traffic With Timely Throughput Constraints
    Sun, Jingzhou
    Wang, Lehan
    Jiang, Zhiyuan
    Zhou, Sheng
    Niu, Zhisheng
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2021, 39 (05) : 1485 - 1498
  • [9] Timely Device Status Updates in Industrial Wireless Monitoring Systems Under Resource Constraints
    Zhao, Junwei
    Wang, Ying
    Qin, Xiaoqi
    Fei, Zixuan
    Lu, Jiarong
    Wang, Xue
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (19) : 18791 - 18805
  • [10] Age of Information for Periodic Status Updates Under Sequence Based Scheduling
    Liu, Fang
    Wong, Wing Shing
    Lo, Yuan-Hsun
    Zhang, Yijin
    Chen, Chung Shue
    Xing, Guoliang
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2023, 71 (10) : 5963 - 5978