Performance Analysis of Near-Optimal Energy Buffer Aided Wireless Powered Communication

被引:33
|
作者
Morsi, Rania [1 ]
Michalopoulos, Diomidis S. [2 ]
Schober, Robert [1 ]
机构
[1] Friedrich Alexander Univ Erlangen Nurnberg, Inst Digital Commun, D-91058 Erlangen, Germany
[2] Nokia Bell Labs, D-81541 Munich, Germany
关键词
Energy harvesting; energy storage; Markov processes; wireless power transmission; THROUGHPUT MAXIMIZATION; SYSTEMS; INFORMATION; NETWORKS; STORAGE;
D O I
10.1109/TWC.2017.2772230
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 consider a wireless powered communication system, where an energy harvesting (EH) node harvests energy from a radio frequency (RF) signal broadcasted by an access point (AP) in the downlink (DL). The node stores the harvested energy in an energy buffer and uses the stored energy to transmit data to the AP in the uplink (UL). We investigate two simple online transmission policies for the EH node, namely a best-effort policy and an on-off policy, which do not require knowledge of the EH profile nor channel knowledge. In particular, for both policies, the EH node transmits in each time slot with a constant desired power if sufficient energy is available in its energy buffer. Otherwise, the node transmits with the maximumpossible power in the best-effort policy and remains silent in the on-off policy. For both policies, we use the theory of discrete-time continuous-state Markov chains to analyze the limiting distribution of the stored energy for finite-and infinite-size energy buffers. We provide this limiting distribution in closed form for a Nakagami-m fading DL channel and analyze the outage probability for a Nakagami-m fading UL channel. All derived analytical results are not limited to EH via RF WPT but are applicable for any independent and identically distributed EH process from e.g. solar and wind energy. Our results reveal that, for low-to-medium outage probabilities, the best-effort policy is superior to the on-off policy and the optimal UL transmit power of the EH node that minimizes the outage probability is always less than the average harvested power. The opposite behaviour is observed for high outage probabilities. Furthermore, we show that the minimum outage probability of the two proposed policies is near-optimal.
引用
收藏
页码:863 / 881
页数:19
相关论文
共 50 条
  • [41] Near-Optimal Communication Lower Bounds for Approximate Nash Equilibria
    Goos, Mika
    Rubinstein, Aviad
    [J]. 2018 IEEE 59TH ANNUAL SYMPOSIUM ON FOUNDATIONS OF COMPUTER SCIENCE (FOCS), 2018, : 397 - 403
  • [42] NEAR-OPTIMAL COMMUNICATION LOWER BOUNDS FOR APPROXIMATE NASH EQUILIBRIA
    Goos, Mika
    Rubinstein, Aviad
    [J]. SIAM JOURNAL ON COMPUTING, 2023, 52 (06) : 316 - 348
  • [43] Near-optimal service facility location in dynamic communication networks
    Liotta, A
    Ragusa, C
    Pavlou, G
    [J]. IEEE COMMUNICATIONS LETTERS, 2005, 9 (09) : 862 - 864
  • [44] A near-optimal noncoherent chaos-based communication scheme
    Tam, WM
    Tse, CK
    [J]. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2005, 24 (05) : 675 - 687
  • [45] On Buffer-Constrained Throughput of a Wireless-Powered Communication System
    Li, Zhidu
    Jiang, Yuming
    Gao, Yuehong
    Sang, Lin
    Yang, Dacheng
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2019, 37 (02) : 283 - 297
  • [46] Continuous Near-Optimal Control of Energy Storage Systems
    de Hoog, Julian
    Kolluri, Ramachandra Rao
    Ilfrich, Peter
    [J]. IFAC PAPERSONLINE, 2020, 53 (02): : 12471 - 12478
  • [47] Online chiller loading strategy based on the near-optimal performance map for energy conservation
    Wang, Yijun
    Jin, Xinqiao
    Shi, Wantao
    Wang, Jiangqing
    [J]. APPLIED ENERGY, 2019, 238 : 1444 - 1451
  • [48] Secure communication in wireless powered communication networks with energy accumulation
    Ding Xu
    [J]. Science China Information Sciences, 2021, 64
  • [49] Secure communication in wireless powered communication networks with energy accumulation
    Xu, Ding
    [J]. SCIENCE CHINA-INFORMATION SCIENCES, 2021, 64 (10)
  • [50] Fuel near-optimal guidance law for the powered descending phase of a lunar module
    Zhang, F.
    Duan, G.
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING, 2012, 226 (G1) : 108 - 120