Online Learning Schemes for Power Allocation in Energy Harvesting Communications
Online Learning Schemes for Power Allocation in Energy Harvesting Communications
We consider the problem of power allocation over one or more time-varying channels with unknown distributions in energy harvesting communications. In the single-channel case, the transmitter chooses the transmit power based on the amount of stored energy in its battery with the goal of maximizing the average rate over time. …