TY - GEN
T1 - Communicating with energy harvesting transmitters and receivers
AU - Tutuncuoglu, Kaya
AU - Yener, Aylin
N1 - Copyright:
Copyright 2012 Elsevier B.V., All rights reserved.
PY - 2012
Y1 - 2012
N2 - This paper provides a general framework for utility maximization of a wireless network with energy harvesting nodes. The focus is on applying this framework to the single-link problem with an energy harvesting transmitter and an energy harvesting receiver. For the general utility maximization problem, it is shown that if the utility of a network can be expressed instantaneously as a function of the powers of the nodes, then the maximum utility achieving power policy for each node can be found using a water-filling approach for each user. This is achieved by expressing the general utility maximization problem as a pair of nested problems focusing on energy efficiency and adapting to energy harvests separately. The framework extends the previous results on offline optimization of energy harvesting transmitters to networks with all energy harvesting nodes including receivers and relays as well as any network utility, provided that the achieved utility is instantaneous and additive in time. The implications of the energy efficiency problem on the energy harvesting problem are demonstrated over an energy harvesting transmitter-receiver pair, and simulation results are presented to exhibit the performance of the optimal policy along with some alternatives for a range of storage capacities.
AB - This paper provides a general framework for utility maximization of a wireless network with energy harvesting nodes. The focus is on applying this framework to the single-link problem with an energy harvesting transmitter and an energy harvesting receiver. For the general utility maximization problem, it is shown that if the utility of a network can be expressed instantaneously as a function of the powers of the nodes, then the maximum utility achieving power policy for each node can be found using a water-filling approach for each user. This is achieved by expressing the general utility maximization problem as a pair of nested problems focusing on energy efficiency and adapting to energy harvests separately. The framework extends the previous results on offline optimization of energy harvesting transmitters to networks with all energy harvesting nodes including receivers and relays as well as any network utility, provided that the achieved utility is instantaneous and additive in time. The implications of the energy efficiency problem on the energy harvesting problem are demonstrated over an energy harvesting transmitter-receiver pair, and simulation results are presented to exhibit the performance of the optimal policy along with some alternatives for a range of storage capacities.
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U2 - 10.1109/ITA.2012.6181795
DO - 10.1109/ITA.2012.6181795
M3 - Conference contribution
AN - SCOPUS:84860476719
SN - 9781467314725
T3 - 2012 Information Theory and Applications Workshop, ITA 2012 - Conference Proceedings
SP - 240
EP - 245
BT - 2012 Information Theory and Applications Workshop, ITA 2012 - Conference Proceedings
T2 - 2012 Information Theory and Applications Workshop, ITA 2012
Y2 - 5 February 2012 through 10 February 2012
ER -