AoI-Based Transmission Scheduling for Cyber Physical Systems Over Fading Channel Against Eavesdropping

被引:6
|
作者
Yuan, Fenying [1 ]
Tang, Shengda [1 ]
Liu, Didi [2 ]
机构
[1] Guangxi Normal Univ, Sch Math & Stat, Guilin 541001, Guangxi, Peoples R China
[2] Guangxi Normal Univ, Sch Elect & Informat Engn, Guilin 541001, Guangxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Optimal scheduling; Eavesdropping; Logic gates; Communication systems; Wireless sensor networks; Processor scheduling; Markov processes; Age of information (AoI); backward induction algorithm; cyber physical system (CPS); Markov decision process (MDP); transmission scheduling problem; REMOTE STATE ESTIMATION; INFORMATION; AGE; COLLECTION;
D O I
10.1109/JIOT.2023.3307351
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article investigates the transmission scheduling problem of cyber physical systems (CPSs). Specifically, in a CPS, a sensor collects real-time data of the monitoring area and at each decision epoch, the system must determine whether to transmit data packets to the gateway through an unreliable wireless channel. Furthermore, we assume that the CPS is subject to an energy-harvesting (EH) eavesdropper, and the communication channel is wiretapped randomly when the harvested energy of the eavesdropper is sufficient. The objective is to obtain the optimal transmission scheduling to minimize the Age of Information (AoI) of the CPS while keeping the AoI of eavesdropper above a certain level. To achieve this, we first transform the system model into a Markov decision process (MDP). We then prove that the optimal transmission scheduling policy is a threshold behavior on the AoI of both the CPS and the eavesdropper, respectively. Based on the structural properties of the optimal policy, we have developed a new backward induction algorithm to compute the optimal AoI-based transmission scheduling and the performance index function with lower computational costs compared to the conventional induction algorithm. Finally, we verify the validity of the algorithm and the correctness of the theoretical results through simulations.
引用
收藏
页码:5455 / 5466
页数:12
相关论文
共 50 条
  • [41] Metaheuristics Based Energy Efficient Task Scheduling Scheme for Cyber-Physical Systems Environment
    Hilal, Anwer Mustafa
    Abdalla Hashim, Aisha Hassan
    Obayya, Marwa
    Gaddah, Abdulbaset
    Mohamed, Abdullah
    Yaseen, Ishfaq
    Rizwanullah, Mohammed
    Zamani, Abu Sarwar
    SUSTAINABILITY, 2022, 14 (24)
  • [42] Computational-Intelligence-Based Scheduling with Edge Computing in Cyber-Physical Production Systems
    Xia, Changqing
    Jin, Xi
    Xu, Chi
    Zeng, Peng
    ENTROPY, 2023, 25 (12)
  • [43] Optimal cooperative multiple-attackers scheduling against remote state estimation of cyber-physical systems
    Zhang, Junhui
    Sun, Jitao
    SYSTEMS & CONTROL LETTERS, 2020, 144
  • [44] Stochastic Event-Based Physical Watermarks Against Replay Attacks in Cyber-Physical Systems
    Zhao, Xudong
    Liu, Le
    Xing, Wei
    Xu, Ning
    IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2024, 11 (02): : 1035 - 1045
  • [45] Detection-based resilient control for cyber-physical systems against two-channel false data injection attacks
    Li, Jinyan
    Li, Xiaomeng
    Ren, Hongru
    Li, Hongyi
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2024, 34 (17) : 11604 - 11622
  • [46] Optimal Transmition Energy Scheduling in Event-triggered Redundant Channel of Cyber-Physical System Against DoS Attack
    Pei, Xinyu
    Lian, Jie
    2022 41ST CHINESE CONTROL CONFERENCE (CCC), 2022, : 157 - 162
  • [47] Q-learning-based energy transmission scheduling over a fading channel; [衰落信道下基于Q学习的能量调度方案]
    Wang Z.
    Wang J.
    Yang F.
    Lin M.
    Journal of Southeast University (English Edition), 2020, 36 (04) : 393 - 398
  • [48] Two-Layer Deception Model Based on Signaling Games Against Cyber Attacks on Cyber-Physical Systems
    Kamdem, Priva Chassem
    Zemkoho, Alain B.
    Njilla, Laurent
    Nkenlifack, Marcellin
    Kamhoua, Charles A.
    IEEE ACCESS, 2024, 12 : 171559 - 171570
  • [49] Joint source-channel coding based on adaptive wavelet pretreatment for image transmission over frequency selective fading channel
    Guo, Rui
    Zhou, Pino
    Liu, Ji-Lin
    2006 IEEE INTERNATIONAL CONFERENCE ON INFORMATION ACQUISITION, VOLS 1 AND 2, CONFERENCE PROCEEDINGS, 2006, : 1411 - 1415
  • [50] An Analysis on Optimal Attack Schedule Based on Channel Hopping Scheme in Cyber-Physical Systems
    Gan, Ruimeng
    Xiao, Yue
    Shao, Jinliang
    Qin, Jiahu
    IEEE TRANSACTIONS ON CYBERNETICS, 2021, 51 (02) : 994 - 1003