A survey of indoor and outdoor uav-based target tracking systems: Current status, challenges, technologies, and future directions

M Alhafnawi, HAB Salameh, A Masadeh… - IEEE …, 2023 - ieeexplore.ieee.org
… indoor and outdoor tracking missions. This paper surveys UAV-based target tracking and …
, where the deployment scenarios of such UAV-based systems are characterized and investi…

A Vision‐Based Target Detection, Tracking, and Positioning Algorithm for Unmanned Aerial Vehicle

X Liu, Z Zhang - Wireless Communications and Mobile …, 2021 - Wiley Online Library
… the target tracking task … tracking algorithm for UAVs have been proposed based on the
currently available mainstream deep learning image processing algorithms, and a vehicle target

Intelligent UAV swarm cooperation for multiple targets tracking

L Zhou, S Leng, Q Liu, Q Wang - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… 3) We propose an intelligent UAV swarm-based cooperative tracking algorithm with the …
-tomany tracking association among UAVs and targets. Unlike traditional solutions, our algorithm

Path planning for UAV ground target tracking via deep reinforcement learning

B Li, Y Wu - IEEE access, 2020 - ieeexplore.ieee.org
… ABSTRACT In this paper, we focus on the study of UAV ground target tracking under … policy
gradient(DDPG) algorithm is presented. A reward function based on line of sight and artificial …

Energy-efficient UAV-aided target tracking systems based on edge computing

X Deng, J Li, P Guan, L Zhang - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
… describe a UAV-aided target tracking system and the steps of target tracking for UAV. Then,
we … an energy-efficient computing task distribution model and propose an efficient algorithm. …

Multi-agent reinforcement learning aided intelligent UAV swarm for target tracking

Z Xia, J Du, J Wang, C Jiang, Y Ren… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
target tracking falls into the context of information fusion (IF-TT), which is built on the basic
assumption that states of the target … the target, while the outputs of the target tracking problem …

Deep reinforcement learning multi-UAV trajectory control for target tracking

J Moon, S Papaioannou, C Laoudias… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
… our DRL-based multiple UAV control system for target tracking. Section … UAV trajectory
optimization and DRL-based techniques for UAV control and we briefly summarize the main target

Model predictive control of three-axis gimbal system mounted on UAV for real-time target tracking under external disturbances

A Altan, R Hacıoğlu - Mechanical Systems and Signal Processing, 2020 - Elsevier
… The simulation and experimental results show that the proposed MPC algorithm with
Hammerstein model in this paper can ensure that the UAV exactly tracking the target while …

[HTML][HTML] Path planning for moving target tracking by fixed-wing UAV

S Liao, R Zhu, N Wu, TA Shaikh, M Sharaf… - Defence …, 2020 - Elsevier
… With such a tracking mode, there is a moving laser spot on the target, which will bring trouble
tracking, where an unmanned aerial vehicle (UAV) circles on one side of the tracked target. …

An optimal control strategy for multi-UAVs target tracking and cooperative competition

Y Yang, L Liao, H Yang, S Li - IEEE/CAA Journal of Automatica …, 2020 - ieeexplore.ieee.org
… This paper proposes an optimal control strategy based on the WTA model for multi-UAVs
target tracking and cooperative competition based on the existing results. Its basic framework is …