Delay-Optimal Scheduling in WPTNs with Adaptive Transmission over Fading Channels

被引:0
|
作者
Mohammed, Hoshyar [1 ]
Han, Di [1 ]
Chen, Wei [1 ]
机构
[1] Tsinghua Univ, Dept Elect Engn, Beijing Natl Res Ctr Informat Sci & Technol BNRis, Beijing 100084, Peoples R China
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
D O I
10.1109/icc40277.2020.9149209
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
Wireless power transfer (WPT) is an effective approach to enhance sustainability of mobile devices. In this context, we consider a system composed of a hybrid access point (HAP) that powers a wireless device (WD), provisioned with a finite energy storage and data buffer. The WD uses the harvested energy to perform data transmission. We assume that both HAP and WD can perform power adaptation to save energy. Unlike most existing works, we focus on delay minimization in transmitting an arbitrary data arrival packets over wireless fading channels, which is extremely important for time-sensitive applications. Previous works mainly focused on slot-oriented optimization, where the harvested energy is consumed in the same slot, without considering the possibility of storing energy for future use. In contrast, we consider a long-term average delay minimization under average power consumption constraint at the HAP. This requires to consider the data arrival process, data and energy queue evolution, and the channel state statistics, thus, greatly increasing the optimization complexity. Our goal is to determine the optimal delay-power tradeoff and its corresponding scheduling strategy to decide the operations, e.g., data transmission by the WD and power transfer by the HAP, for arbitrary i.i.d arrival process and adaptive transmissions. Through two-dimensional Markov chain modeling and linear programming, we provide the optimal scheduling strategy. We corroborate the theoretical analysis by simulation results.
引用
收藏
页数:6
相关论文
共 50 条
  • [31] Optimal and suboptimal scheduling over time varying flat fading channels
    Djonin, DV
    Karmokar, AK
    Bhargava, VK
    2004 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-7, 2004, : 906 - 910
  • [32] Optimal power allocation over fading channels with stringent delay constraints
    Liu, XG
    Goldsmith, AJ
    2002 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-5, CONFERENCE PROCEEDINGS, 2002, : 1413 - 1418
  • [33] Adaptive modulation and scheduling for fading channels
    Ericsson, NC
    GLOBECOM'99: SEAMLESS INTERCONNECTION FOR UNIVERSAL SERVICES, VOL 1-5, 1999, : 2668 - 2672
  • [34] Cross-layer adaptive transmission: Optimal strategies in fading channels
    Hoang, Anh Tuan
    Motani, Mehul
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2008, 56 (05) : 799 - 807
  • [35] Energy-efficient Scheduling of Delay Constrained Traffic over Fading Channels
    Lee, Juyul
    Jindal, Nihar
    2008 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS, VOLS 1-6, 2008, : 604 - 608
  • [36] Energy-Efficient Scheduling of Delay Constrained Traffic over Fading Channels
    Lee, Juyul
    Jindal, Nihar
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2009, 8 (04) : 1866 - 1875
  • [37] Structural results on optimal transmission scheduling over dynamical fading channels: A Constrained Markov Decision Process approach
    Djonin, Dejan V.
    Krishnamurthy, Vikram
    WIRELESS COMMUNICATIONS, 2007, 143 : 75 - +
  • [38] Adaptive transmission scheduling over fading channels for energy-efficient cognitive radio networks by reinforcement learning
    Zhu, Jiang
    Wang, Jun
    Luo, Tao
    Li, Shaoqian
    TELECOMMUNICATION SYSTEMS, 2009, 42 (1-2) : 123 - 138
  • [39] Adaptive transmission scheduling over fading channels for energy-efficient cognitive radio networks by reinforcement learning
    Jiang Zhu
    Jun Wang
    Tao Luo
    Shaoqian Li
    Telecommunication Systems, 2009, 42 : 123 - 138
  • [40] Optimal transmission scheduling over a fading channel with energy and deadline constraints
    Laboratory for Information and Decision Systems, MIT
    不详
    不详
    不详
    不详
    IEEE Trans. Wireless Commun., 2006, 3 (630-641):