"telecommunication power management"

DEEP Reinforcement Learning Based Energy Beamforming for Powering Sensor Networks

We focus on a wireless sensor network powered with an energy beacon, where sensors send their measurements to the sink using the harvested energy. The aim of the system is to estimate an unknown signal over the area of interest as accurately as …

Optimization vs. Reinforcement Learning for Wirelessly Powered Sensor Networks

We consider a sensing application where the sensor nodes are wirelessly powered by an energy beacon. We focus on the problem of jointly optimizing the energy allocation of the energy beacon to different sensors and the data transmission powers of the …

Battery-powered AUV network lifetime under energy constraints

With the recent advances in autonomous underwater vehicle (AUV) technology, it has become feasible to deploy AUV fleets as ad hoc networks for coordinated missions such as remote intelligence, area mapping, and tactical surveillance. In these …

Cross-Layer Energy Minimization for Underwater ALOHA Networks

Underwater networks suffer from energy efficiency challenges due to difficulties in recharging underwater nodes. In addition, underwater acoustic networks show unique transmission characteristics such as frequency-dependent attenuation, which causes …

Energy-Optimum Throughput and Carrier Sensing Rate in CSMA-Based Wireless Networks

We propose a model for the energy consumption of a node as a function of its throughput in a wireless CSMA network. We first model a single-hop network, and then a multi-hop network. We show that operating the CSMA network at a high throughput is …