UAV position estimation and collision avoidance using the extended Kalman filter

C Luo, SI McClean, G Parr, L Teacy… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
… We apply the extended Kalman Filter to estimate the distance d(n). The first equation in (12)
denotes the state and the second one is the measurement equation. Using the colored noise …

Design of an extended kalman filter for uav localization

G Mao, S Drake, BDO Anderson - 2007 Information, Decision …, 2007 - ieeexplore.ieee.org
… For UAVs relying solely on GPS for navigation such an event can be … extended Kalman
filter approach to estimate the location of a UAV when its GPS connection is lost, using inter-UAV

Attitude estimation for UAV using extended Kalman filter

X Jing, J Cui, H He, B Zhang, D Ding… - 2017 29th Chinese …, 2017 - ieeexplore.ieee.org
… attitude estimation algorithm is proposed for unmanned aerial vehicles(UAV) in this paper.
It uses attitude quaternion to represent the attitude of UAV, and uses extended Kalman filter(…

Experimentally validated extended kalman filter for uav state estimation using low-cost sensors

SPH Driessen, NHJ Janssen, L Wang, JL Palmer… - IFAC-PapersOnLine, 2018 - Elsevier
… or remove the dependency of an unmanned aerial vehicle (UAV) on global navigation … an
extended Kalman filter is developed for the velocity, position, and attitude estimation of a UAV

Extended Kalman filter for state estimation and trajectory prediction of a moving object detected by an unmanned aerial vehicle

CG Prevost, A Desbiens… - 2007 American control …, 2007 - ieeexplore.ieee.org
… In a dynamic environment, path planning for UAVs is … an extended Kalman filter (EKF) is
first used to estimate the states of a moving object detected by a UAV from its measured position

Extended kalman filter for robust uav attitude estimation

M Pettersson - 2015 - diva-portal.org
… Attitude estimation is typically done … Extended Kalman filter (ekf) with a quaternion and
gyroscope biases as state variables. It uses differentiated gps velocity measurements to estimate

Adaptive extended Kalman filter-based fusion approach for high-precision UAV positioning in extremely confined environments

B Yang, E Yang, L Yu, C Niu - IEEE/ASME Transactions on …, 2022 - ieeexplore.ieee.org
… To mitigate the effects, in this article, a high-precision UAV positioningextended Kalman
filter (EKF) is proposed. Compared with the traditional EKFbased approach, the estimated and …

State estimation of a nonlinear unmanned aerial vehicle model using an Extended Kalman Filter

C Grillo, F Vitrano - 15th AIAA International Space Planes and …, 2008 - arc.aiaa.org
… An Extended Kalman Filter is designed in order to estimate both state variables and wind
velocity vector at the same time for a non conventional unmanned … To obtain joint estimation of …

Application of extended Kalman filter towards UAV identification

AG Kallapur, SS Ali, SG Anavatti - Autonomous Robots and Agents, 2007 - Springer
… the application of Extended Kalman Filtering (EKF) towards Unmanned Aerial Vehicle (UAV) …
[4] have been used successfully for flight parameter estimation, their performance is known …

State estimation of uav using extended kalman filter

T Magnusson - 2013 - diva-portal.org
… using Extended Kalman filters for estimating information required by the control system in the
autopilot. The Extended Kalman filter … The filter will be compared to the current Attitude and …