DocumentCode
37495
Title
Energy Harvesting Broadband Communication Systems With Processing Energy Cost
Author
Orhan, Oner ; Gunduz, Deniz ; Erkip, E.
Author_Institution
Dept. of Electr. & Comput. Eng., New York Univ. Polytech., New York, OH, USA
Volume
13
Issue
11
fYear
2014
fDate
Nov. 2014
Firstpage
6095
Lastpage
6107
Abstract
Communication over a broadband fading channel powered by an energy harvesting transmitter is studied. Assuming non-causal knowledge of energy/data arrivals and channel gains, optimal transmission schemes are identified by taking into account the energy cost of the processing circuitry as well as the transmission energy. A constant processing cost for each active sub-channel is assumed. Three different system objectives are considered: 1) throughput maximization, in which the total amount of transmitted data by a deadline is maximized for a backlogged transmitter with a finite capacity battery; 2) energy maximization, in which the remaining energy in an infinite capacity battery by a deadline is maximized such that all the arriving data packets are delivered; and 3) transmission completion time minimization, in which the delivery time of all the arriving data packets is minimized assuming infinite size battery. For each objective, a convex optimization problem is formulated, the properties of the optimal transmission policies are identified, and an algorithm which computes an optimal transmission policy is proposed. Finally, based on the insights gained from the offline optimizations, low-complexity online algorithms performing close to the optimal dynamic programming solution for the throughput and energy maximization problems are developed under the assumption that the energy/data arrivals and channel states are known causally at the transmitter.
Keywords
broadband networks; energy harvesting; fading channels; radio transmitters; broadband fading channel; energy harvesting broadband communication systems; energy harvesting transmitter; energy maximization; optimal transmission policy; throughput maximization; transmission completion time minimization; transmission energy; Batteries; Fading; Optimization; Throughput; Transmitters; Wireless communication; Offline power optimization; online algorithms; remaining energy maximization; throughput maximization; transmission completion time minimization;
fLanguage
English
Journal_Title
Wireless Communications, IEEE Transactions on
Publisher
ieee
ISSN
1536-1276
Type
jour
DOI
10.1109/TWC.2014.2328600
Filename
6825916
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