Energy Harvesting Cooperative Communication Systems

被引:68
作者
Minasian, Arin [1 ]
ShahbazPanahi, Shahram [2 ]
Adve, Raviraj S. [1 ]
机构
[1] Univ Toronto, Edward S Rogers Sr Dept Elect & Comp Engn, Toronto, ON M5S 3G4, Canada
[2] Univ Ontario, Inst Technol, Fac Engn & Appl Sci, Dept Elect Comp & Software Engn, Oshawa, ON L1H 7K4, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Energy harvesting; cooperative communications; green networks; resource allocation; relay networks; dynamic programming; POWER ALLOCATION; TRANSMISSION; MODEL;
D O I
10.1109/TWC.2014.2320977
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
This paper addresses the problem of throughput maximization in an energy-harvesting two-hop amplify-and-forward relay network. We obtain optimal policies for transmission power for two cases. First, we assume non-causal knowledge of the harvested energy and that of the fading channel states. Then, we assume that this information is known only causally. We propose an effective algorithm to solve the power-use problem in the non-causal (offline) case. For the causal (online) case, we cast the problem as a Markov decision process (MDP) and solve the resulting optimization problem using only causal knowledge of the fading and the harvested energy. This MDP approach yields good performance, but at the cost of computational complexity. To address this issue, we consider the case where the power control at the transmitting nodes is limited to on-off switching. We derive interesting properties for the optimal solutions to the MDP formulation for this special case. Furthermore, using these properties, we propose a computationally simple power allocation scheme. The performances of the proposed schemes are evaluated using computer simulations and are compared to existing methods which address the same problem.
引用
收藏
页码:6118 / 6131
页数:14
相关论文
共 27 条
  • [1] Power Allocation for Conventional and Buffer-Aided Link Adaptive Relaying Systems with Energy Harvesting Nodes
    Ahmed, Imtiaz
    Ikhlef, Aissa
    Schober, Robert
    Mallik, Ranjan K.
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2014, 13 (03) : 1182 - 1195
  • [2] Joint Power Allocation and Relay Selection in Energy Harvesting AF Relay Systems
    Ahmed, Imtiaz
    Ikhlef, Aissa
    Schober, Robert
    Mallik, Ranjan K.
    [J]. IEEE WIRELESS COMMUNICATIONS LETTERS, 2013, 2 (02) : 239 - 242
  • [3] [Anonymous], 2006, Elements of Information Theory
  • [4] [Anonymous], 2012, PROC ANN C INFORM SC
  • [5] [Anonymous], 1964, APPL MATH SERIES
  • [6] Transmit Power Control Policies for Energy Harvesting Sensors With Retransmissions
    Aprem, Anup
    Murthy, Chandra R.
    Mehta, Neelesh B.
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2013, 7 (05) : 895 - 906
  • [7] Biconvex sets and optimization with biconvex functions: a survey and extensions
    Gorski, Jochen
    Pfeuffer, Frank
    Klamroth, Kathrin
    [J]. MATHEMATICAL METHODS OF OPERATIONS RESEARCH, 2007, 66 (03) : 373 - 407
  • [8] Gunduz D., 2011, 2011 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), P201, DOI 10.1109/CAMSAP.2011.6135982
  • [9] End-to-end performance of transmission systems with relays over Rayleigh-Fading channels
    Hasna, MO
    Alouini, MS
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2003, 2 (06) : 1126 - 1131
  • [10] Optimal Energy Allocation for Wireless Communications With Energy Harvesting Constraints
    Ho, Chin Keong
    Zhang, Rui
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2012, 60 (09) : 4808 - 4818