JOURNAL ARTICLE

Age–energy‐aware trajectory planning for UAV‐assisted data collection in Internet of Things

Hao ChenZekun JiaNan MaYiming LiuYuanyuan YaoXiaoqi Qin

Year: 2023 Journal:   IET Communications Vol: 17 (10)Pages: 1177-1187   Publisher: Institution of Engineering and Technology

Abstract

Abstract Unmanned aerial vehicles (UAVs) are employed as mobile relay nodes to enable timely remote monitoring by collecting information from monitoring devices and transferring the collected information to base station. The freshness of delivered information is critical to system performance, which can be quantified by the concept of age of information (AoI). Nevertheless, the fresher information comes at the cost of higher energy consumption at UAVs. Considering the limited onboard energy, it is essential to strike a balance between the age of delivered information and the required energy budget. here, both straight trajectory and circular trajectory of UAV are considered, and study a problem with the goal of supporting timely data collection while minimizing the energy consumption at UAV. The problem is formulated as a multi‐criteria optimization problem by jointly considering the aging of collected information, the trajectory planning of UAV and energy consumption at UAV. To solve the formulated problem, a solution procedure to find a sequence of Pareto‐optimal points is proposed. Simulation results demonstrate the Pareto‐optimal curve, which yields the energy‐efficient UAV trajectory for timely data collection.

Keywords:
Trajectory Computer science Energy consumption Real-time computing Energy (signal processing) Pareto optimal Pareto principle Data collection Multi-objective optimization Operations research Mathematical optimization Mathematics Engineering

Metrics

2
Cited By
0.88
FWCI (Field Weighted Citation Impact)
20
Refs
0.59
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Age of Information Optimization
Physical Sciences →  Computer Science →  Computer Networks and Communications
IoT Networks and Protocols
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
UAV Applications and Optimization
Physical Sciences →  Engineering →  Aerospace Engineering
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