TY - GEN
T1 - On optimal transmission policies for energy harvesting devices
T2 - 10th IEEE International Symposium on Wireless Communication Systems 2013, ISWCS 2013
AU - Del Testa, Davide
AU - Michelusi, Nicolò
AU - Zorzi, Michele
PY - 2013
Y1 - 2013
N2 - We consider a pair of energy harvesting devices, whose state at any given time is determined by the energy level and an importance value, associated to the transmission of a data packet to the receiver at that particular time. Under the assumption of a central controller with information on the energy level and packet importance of both nodes, we consider the problem of optimizing the transmission strategy of the two nodes over a shared wireless channel, with the goal of maximizing the long-term average importance of the transmitted data. Under the assumption of i.i.d. Bernoulli energy arrivals and a collision channel model, we show the optimality of threshold policies with respect to the data importance level, i.e., the sensor nodes should report only data with an importance value above a given threshold. We provide numerical results to evaluate the impact on the performance of factors such as the battery capacity size and the energy harvesting rate, as well as the interaction between the two nodes.
AB - We consider a pair of energy harvesting devices, whose state at any given time is determined by the energy level and an importance value, associated to the transmission of a data packet to the receiver at that particular time. Under the assumption of a central controller with information on the energy level and packet importance of both nodes, we consider the problem of optimizing the transmission strategy of the two nodes over a shared wireless channel, with the goal of maximizing the long-term average importance of the transmitted data. Under the assumption of i.i.d. Bernoulli energy arrivals and a collision channel model, we show the optimality of threshold policies with respect to the data importance level, i.e., the sensor nodes should report only data with an importance value above a given threshold. We provide numerical results to evaluate the impact on the performance of factors such as the battery capacity size and the energy harvesting rate, as well as the interaction between the two nodes.
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M3 - Conference contribution
AN - SCOPUS:84903209642
SN - 9783800735297
T3 - Proceedings of the International Symposium on Wireless Communication Systems
SP - 370
EP - 374
BT - 10th International Symposium on Wireless Communication Systems 2013, ISWCS 2013
PB - IEEE Computer Society
Y2 - 27 August 2013 through 30 August 2013
ER -