UAVs and mobile sensors trajectories optimization with deep learning trained by genetic algorithm towards data collection scenario

Y Pan, Y Yang, H Liu, W Li - Mobile Networks and Applications, 2023 - Springer
In challenging environments like deserts and forests, without communication facilities, data
transmission is a key challenge. To solve this problem, data collection using Unmanned …

Autonomous UAV path planning using modified PSO for UAV-assisted wireless networks

A Sonny, SR Yeduri, LR Cenkeramaddi - IEEE Access, 2023 - ieeexplore.ieee.org
Recently, unmanned aerial vehicles (UAVs) have attained considerable attention for
providing reliable and cost-effective communication due to the flexibility of deployment and …

UAV Trajectory Optimization for Time-Constrained Data Collection in UAV Monitoring Systems

K Liu, J Zheng - GLOBECOM 2022-2022 IEEE Global …, 2022 - ieeexplore.ieee.org
This paper studies the UAV trajectory planning problem in a UAV monitoring system and
considers a typical data collection scenario, where a UAV is dispatched to a geographical …

Overview of UAV path planning algorithms

L Deng, H Chen, H Liu, H Zhang… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
The paper first summarizes the path planning, then divides the path planning algorithm
suitable for UAV into global path planning and local path planning in continuous domain …

Energy-efficient data collection and trajectory design for uav-enabled wireless sensor network

S Zhang, R Cao, Z Jiang - 2022 IEEE 5th International …, 2022 - ieeexplore.ieee.org
In wireless sensor networks (WSNs), unmanned aerial vehicles (UAV) has become an
effective data collection technology, but the large amount of energy consumption generated …

Aerial–ground cost tradeoff for multi-UAV-enabled data collection in wireless sensor networks

C Zhan, Y Zeng - IEEE Transactions on Communications, 2019 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV)-enabled communication has emerged as an appealing
technology for efficient data collection in wireless sensor networks (WSNs). This paper …

Trajectory Planning and Energy Optimization for UAV-Assisted Vehicular Networks in Urban Scenarios

L Tan, G Zhang - 2022 IEEE 8th International Conference on …, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV) assisted edge networks can provide convenient, fast, and
flexible services for ground users (GEs) through line-of-sight (LoS) communication, and the …

Leveraging communicating UAVs for emergency vehicle guidance in urban areas

OS Oubbati, A Lakas, P Lorenz… - … on Emerging Topics …, 2019 - ieeexplore.ieee.org
The response time to emergency situations in urban areas is considered as a crucial key in
limiting material damage or even saving human lives. Thanks to their “bird's eye view” and …

Analyses and comparisons of UAV path planning algorithms in three-dimensional city environment

Z Gao, X Zhang, Y Li, Y Zhu, H Wu… - 2022 IEEE 25th …, 2022 - ieeexplore.ieee.org
Path planning for unmanned aerial vehicle (UAV) is a crucial problem especially in
complicated three-dimensional (3D) city environments. Until recently, several algorithms …

Three-dimensional path planning of UAV in complex urban environment

F Chen, Q Liu, X Cong, X Dong, Y Zhang - Frontiers in Computing and …, 2023 - drpress.org
Aiming at the three-dimensional path planning problem of UAV in complex urban
environment, the improved grid method is used to simulate the flight environment, and the …