Target tracking strategy using deep deterministic policy gradient

S You, M Diao, L Gao, F Zhang, H Wang - Applied Soft Computing, 2020 - Elsevier
To address the challenge of maintaining high robustness of target tracking in a 3D dynamic
high-altitude scenario, this paper presents a method to formulate continuous strategic …

Tracking multiple mobile targets using cooperative unmanned aerial vehicles

N Farmani, L Sun, D Pack - 2015 International conference on …, 2015 - ieeexplore.ieee.org
In this paper, we present a decentralized cooperative multiple target tracking method for
multiple Unmanned Aerial Vehicles (UAVs). The decentralized cooperative multi-target …

Cooperative path planning with applications to target tracking and obstacle avoidance for multi-UAVs

P Yao, H Wang, Z Su - Aerospace Science and Technology, 2016 - Elsevier
In this paper, we propose a hybrid approach based on the Lyapunov Guidance Vector Field
(LGVF) and the Improved Interfered Fluid Dynamical System (IIFDS), to solve the problems …

Heterogeneous parallelization for object detection and tracking in UAVs

M Rabah, A Rohan, MH Haghbayan, J Plosila… - IEEE …, 2020 - ieeexplore.ieee.org
Recent technical advancements in both fields of unmanned aerial vehicles (UAV) control
and artificial intelligence (AI) have made a certain realm of applications possible. However …

Vision-based real-time aerial object localization and tracking for UAV sensing system

Y Wu, Y Sui, G Wang - IEEE Access, 2017 - ieeexplore.ieee.org
This paper focuses on the problem of vision-based obstacle detection and tracking for
unmanned aerial vehicle navigation. A real-time object localization and tracking strategy …

Online UAV path planning for joint detection and tracking of multiple radio-tagged objects

H Van Nguyen, H Rezatofighi, BN Vo… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
We consider the problem of online path planning for joint detection and tracking of multiple
unknown radio-tagged objects. This is a necessary task for gathering spatio-temporal …

All-day object tracking for unmanned aerial vehicle

B Li, C Fu, F Ding, J Ye, F Lin - IEEE Transactions on Mobile …, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV) has facilitated a wide range of real-world applications and
attracted extensive research in the mobile computing field. Specially, developing real-time …

Receding horizon multi-UAV cooperative tracking of moving RF source

F Koohifar, A Kumbhar, I Guvenc - IEEE Communications …, 2016 - ieeexplore.ieee.org
In this letter, a receding horizon path planning algorithm is introduced for unmanned aerial
vehicle swarms to cooperatively localize a moving radio frequency transmitter. In the core of …

Stochastic optimal coordination of small UAVs for target tracking using regression-based dynamic programming

SAP Quintero, M Ludkovski, JP Hespanha - Journal of Intelligent & …, 2016 - Springer
We study the problem of optimally coordinating multiple fixed-wing UAVs to perform vision-
based target tracking, which entails that the UAVs are tasked with gathering the best joint …

Multirobot active target tracking with combinations of relative observations

K Zhou, SI Roumeliotis - IEEE Transactions on Robotics, 2011 - ieeexplore.ieee.org
In this paper, we study the problem of optimal trajectory generation for a team of
heterogeneous robots moving in a plane and tracking a moving target by processing relative …