Asymptotically Optimal Power Allocation for Energy Harvesting Communication Networks

被引:44
作者
Zlatanov, Nikola [1 ]
Schober, Robert [2 ]
Hadzi-Velkov, Zoran [3 ]
机构
[1] Monash Univ, Dept Elect & Comp Syst Engn, Melbourne, Vic 3800, Australia
[2] Friedrich Alexander Univ Erlangen Nurnberg, Inst Digital Commun, D-91058 Erlangen, Germany
[3] Sts Cyril & Methodius Univ, Fac Elect Engn & Informat Technol, Skopje 1000, Macedonia
关键词
Energy harvesting; power allocation; OUTAGE PROBABILITY; FADING CHANNELS; WIRELESS; TRANSMISSION; INFORMATION; SELECTION; CAPACITY;
D O I
10.1109/TVT.2017.2662641
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
For a general energy harvesting (EH) communication network, i.e., a network where the nodes generate their transmit power through EH, we derive the asymptotically optimal online power allocation solution that optimizes a general utility function when the number of transmit time slots, N, and the battery capacities of the EH nodes, B-max, satisfy N -> infinity and B-max -> infinity. The considered family of utility functions is general enough to include the most important performance measures in communication theory, such as the average data rate, outage probability, average bit-error probability, and average signal-to-noise ratio. The proposed power allocation solution is very simple. Namely, the asymptotically optimal power allocation for the EH network is identical to the optimal power allocation for an equivalent non-EH network whose nodes have infinite energy available but their average transmit power is constrained to be equal to the average harvested power and/or the maximum average transmit power of the corresponding nodes in the EH network. Moreover, the maximum average performance of a general EH network converges to the maximum average performance of the corresponding equivalent non-EH network, when N -> infinity and B-max -> infinity Although the proposed solution is asymptotic in nature, it is applicable to EH systems transmitting in a large but finite number of time slots and having a battery capacity much larger than the average harvested power and/or the maximum average transmit power.
引用
收藏
页码:7286 / 7301
页数:16
相关论文
共 32 条
[1]   Joint Power Allocation and Relay Selection in Energy Harvesting AF Relay Systems [J].
Ahmed, Imtiaz ;
Ikhlef, Aissa ;
Schober, Robert ;
Mallik, Ranjan K. .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2013, 2 (02) :239-242
[2]  
[Anonymous], 2010, FUT NETW MOB SUMM
[3]   Optimal Packet Scheduling on an Energy Harvesting Broadcast Link [J].
Antepli, Mehmet Akif ;
Uysal-Biyikoglu, Elif ;
Erkal, Hakan .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2011, 29 (08) :1721-1731
[4]   Optimum power control over fading channels [J].
Caire, G ;
Taricco, G ;
Biglieri, E .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1999, 45 (05) :1468-1489
[5]   Wireless Information and Power Transfer: Energy Efficiency Optimization in OFDMA Systems [J].
Derrick Wing Kwan Ng ;
Lo, Ernest S. ;
Schober, Robert .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2013, 12 (12) :6352-6370
[6]   On the Transfer of Information and Energy in Multi-User Systems [J].
Fouladgar, Ali Mohammad ;
Simeone, Osvaldo .
IEEE COMMUNICATIONS LETTERS, 2012, 16 (11) :1733-1736
[7]   Capacity of fading channels with channel side information [J].
Goldsmith, AJ ;
Varaiya, PP .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1997, 43 (06) :1986-1992
[8]   Outage probability of multihop transmission over Nakagami fading channels [J].
Hasna, MO ;
Alouini, MS .
IEEE COMMUNICATIONS LETTERS, 2003, 7 (05) :216-218
[9]   Optimal Energy Allocation for Wireless Communications With Energy Harvesting Constraints [J].
Ho, Chin Keong ;
Zhang, Rui .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2012, 60 (09) :4808-4818
[10]   Optimal Power Allocation for Outage Probability Minimization in Fading Channels with Energy Harvesting Constraints [J].
Huang, Chuan ;
Zhang, Rui ;
Cui, Shuguang .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2014, 13 (02) :1074-1087