Technical Report for A Joint User Scheduling and Trajectory Planning Data Collection Strategy for the UAV-assisted WSN

03/01/2021
by   Xindi Wang, et al.
0

Unmanned aerial vehicles (UAVs) are usually dispatched as mobile sinks to assist data collection in large-scale wireless sensor networks (WSNs). However, when considering the limitations of UAV's mobility and communication capabilities in a large-scale WSN, some sensor nodes may run out of storage space as they fail to offload their data to the UAV for an extended period of time. To minimize the data loss caused by the above issue, a joint user scheduling and trajectory planning data collection strategy is proposed in this letter, which is formulated as a non-convex optimization problem. The problem is further divided into two sub-problems and solved sequentially. Simulation results show that the proposed strategy is more effective in minimizing data loss rate than other strategies.

READ FULL TEXT
research
10/23/2019

Multi-UAV Data Collection Framework for Wireless Sensor Networks

In this paper, we propose a framework design for wireless sensor network...
research
08/11/2021

Technical Report for A Service-Fair UAV-NOMA System for Large-scale IoT scenarios

Integrating unmanned aerial vehicles (UAVs) and non-orthogonal multiple ...
research
08/01/2021

UAV Trajectory Planning in Wireless Sensor Networks for Energy Consumption Minimization by Deep Reinforcement Learning

Unmanned aerial vehicles (UAVs) have emerged as a promising candidate so...
research
01/11/2021

Exploiting a Fleet of UAVs for Monitoring and Data Acquisition of a Distributed Sensor Network

This study proposes an efficient data collection strategy exploiting a t...
research
05/29/2023

A Hybrid Framework of Reinforcement Learning and Convex Optimization for UAV-Based Autonomous Metaverse Data Collection

Unmanned aerial vehicles (UAVs) are promising for providing communicatio...
research
08/25/2020

Automated Trajectory Synthesis for UAV Swarms Based on Resilient Data Collection Objectives

The use of Unmanned Aerial Vehicles (UAVs) for collecting data from remo...
research
05/29/2019

3D Multi-Drone-Cell Trajectory Design for Efficient IoT Data Collection

Drone cell (DC) is an emerging technique to offer flexible and cost-effe...

Please sign up or login with your details

Forgot password? Click here to reset