Age-Optimal UAV Scheduling for Data Collectionwith Battery Recharging

05/01/2020
by   Ghafour Ahani, et al.
0

We study route scheduling of a UAV for data collec-tion from remote sensor nodes (SNs) with battery recharging. Thefreshness of the collected information is captured by the metric ofage of information (AoI). The objective is to minimize the averageAoI cost of all SNs over a scheduling time horizon. We prove thatthe problem is NP-hard via a reduction from the Hamiltonianpath. Next, we prove tractability of the problem for a symmetricscenario. For problem solving, we develop an algorithm based ongraph labeling. Finally, we show the effectiveness of our algorithmin comparison to greedy scheduling.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
04/25/2018

Age-Optimal Trajectory Planning for UAV-Assisted Data Collection

Unmanned aerial vehicle (UAV)-aided data collection is a new and promisi...
research
06/29/2017

Indoor UAV scheduling with Restful Task Assignment Algorithm

Research in UAV scheduling has obtained an emerging interest from scient...
research
08/05/2019

Optimal Scheduling for Discounted Age Penalty Minimization in Multi-Loop Networked Control

Age-of-information (AoI) is a metric quantifying information freshness a...
research
11/23/2021

Optimal Content Caching and Recommendation with Age of Information

Content caching at the network edge has been considered an effective way...
research
05/02/2018

Generalising Cost-Optimal Particle Filtering

We present an instance of the optimal sensor scheduling problem with the...
research
08/19/2023

Learning and Communications Co-Design for Remote Inference Systems: Feature Length Selection and Transmission Scheduling

In this paper, we consider a remote inference system, where a neural net...
research
08/02/2023

Optimal Sensor Deception to Deviate from an Allowed Itinerary

In this work, we study a class of deception planning problems in which a...

Please sign up or login with your details

Forgot password? Click here to reset