Cooperative localization for mobile agents: A recursive decentralized algorithm based on Kalman-filter decoupling

SS Kia, S Rounds, S Martinez - IEEE Control Systems …, 2016 - ieeexplore.ieee.org
… In the section “Cooperative Localization via the Extended Kalman Filter,” these features
are highlighted through detailed examination of equations of a centralized EKF CL and a …

Comparing Complementary Kalman Filters Against SLAM for Collaborative Localization of Heterogeneous Multirobot Teams

B Abruzzo, DJ Cappelleri… - Journal of …, 2022 - asmedigitalcollection.asme.org
… of collaborative localization for heterogeneous robots, resulting in a scheme for relative
localization of a … A novel complementary Kalman filter (CKF) approach is presented to address …

Collective localization: A distributed kalman filter approach to localization of groups of mobile robots

SI Roumeliotis, GA Bekey - Proceedings 2000 ICRA …, 2000 - ieeexplore.ieee.org
… to the collaboration of robots in order to perform localization and we will state the main
differences between these approaches and the proposed collectzve localization schema. …

Decentralized Collaborative Localization with Map Update using Schmidt-Kalman Filter

M Escourrou, J Al Hage… - 2022 25th International …, 2022 - ieeexplore.ieee.org
… new decentralized approach for collaborative localization and map … Kalman filter, namely
Schmidt Kalman filter that approaches the performance of the optimal centralized Kalman filter

From simultaneous localization and mapping to collaborative localization for intelligent vehicles

F Bounini, D Gingras, H Pollart… - IEEE Intelligent …, 2020 - ieeexplore.ieee.org
… The local node exploits multiple forms of the extended Kalman filter and its dual extended
information filter to estimate the vehicles’ state, information vectors, covariance and …

Collaborative localization of robotic wheeled walkers using interlaced extended kalman filters

D Fontanelli, D Macii, P Nazemzadeh… - 2016 IEEE …, 2016 - ieeexplore.ieee.org
localization accuracy. In this paper, after reviewing the general problem of collaborative
localization, two potential strategies based on a distributed Interlaced Extended Kalman Filter (…

[PDF][PDF] Recursive Decentralized Collaborative Localization for Sparsely Communicating Robots.

L Luft, T Schubert, SI Roumeliotis… - … science and systems, 2016 - m.roboticsproceedings.org
… In summary we arrive at a set of equations equivalent to the Schmidt-Kalman Filter 2. In
expectation, this approximation is consistent with respect to the joint system. This is due to the …

An improved variational adaptive Kalman filter for cooperative localization

Y Huang, M Bai, Y Li, Y Zhang… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
… adaptive Kalman filtering methods are also provided. Based on this, a new master-slave …
localization method is proposed. Lake experiment results of cooperative localization for …

A localization based on unscented Kalman filter and particle filter localization algorithms

I Ullah, Y Shen, X Su, C Esposito, C Choi - IEEE Access, 2019 - ieeexplore.ieee.org
… Also, the collaboration of WSNs and distributed … localization, the authors developed a
framework of three algorithms named Extended Kalman Filter (EKF), Unscented Kalman Filter

Collaborative localization with heterogeneous inter-robot measurements by Riemannian optimization

J Knuth, P Barooah - 2013 IEEE International Conference on …, 2013 - ieeexplore.ieee.org
… for collaborative localization using an Extended Kalman Filter (EFK), developed in a similar
manner as the EKF observer for collaborative localization in [11]. An indirect form filter is used…