Decentralized multi-robot cooperative localization using covariance intersection
LC Carrillo-Arce, ED Nerurkar… - 2013 IEEE/RSJ …, 2013 - ieeexplore.ieee.org
In this paper, we present a Covariance Intersection (CI)-based algorithm for reducing the
processing and communication complexity of multi-robot Cooperative Localization (CL) …
processing and communication complexity of multi-robot Cooperative Localization (CL) …
Distributed maximum a posteriori estimation for multi-robot cooperative localization
ED Nerurkar, SI Roumeliotis… - 2009 IEEE International …, 2009 - ieeexplore.ieee.org
This paper presents a distributed Maximum A Posteriori (MAP) estimator for multi-robot
Cooperative Localization (CL). As opposed to centralized MAP-based CL, the proposed …
Cooperative Localization (CL). As opposed to centralized MAP-based CL, the proposed …
Multi-sensor fusion approach with fault detection and exclusion based on the Kullback–Leibler Divergence: Application on collaborative multi-robot system
J Al Hage, ME El Najjar, D Pomorski - Information Fusion, 2017 - Elsevier
This paper presents a multi-sensor fusion strategy able to detect the spurious sensors data
that must be eliminated from the fusion procedure. The used estimator is the informational …
that must be eliminated from the fusion procedure. The used estimator is the informational …
Recursive decentralized localization for multi-robot systems with asynchronous pairwise communication
L Luft, T Schubert, SI Roumeliotis… - … International Journal of …, 2018 - journals.sagepub.com
This paper provides a fully decentralized algorithm for collaborative localization based on
the extended Kalman filter. The major challenge in decentralized collaborative localization is …
the extended Kalman filter. The major challenge in decentralized collaborative localization is …
Byzantine resilient joint localization and target tracking of multi-vehicle systems
This work investigates the problem of joint localization and target tracking (JLATT) of multi-
vehicle systems (MVSs) in the presence of Byzantine attacks (BAs). For MVSs, there may …
vehicle systems (MVSs) in the presence of Byzantine attacks (BAs). For MVSs, there may …
Observability-based consistent EKF estimators for multi-robot cooperative localization
In this paper, we investigate the consistency of extended Kalman filter (EKF)-based
cooperative localization (CL) from the perspective of observability. We analytically show that …
cooperative localization (CL) from the perspective of observability. We analytically show that …
Fully distributed joint localization and target tracking with mobile robot networks
In this article, we study the problem of joint localization and target tracking using a mobile
robot network. Here, a team of mobile robots equipped with onboard sensors simultaneously …
robot network. Here, a team of mobile robots equipped with onboard sensors simultaneously …
Fault tolerant multi-robot cooperative localization based on covariance union
X Wang, S Sun, T Li, Y Liu - IEEE Robotics and Automation …, 2021 - ieeexplore.ieee.org
This paper studies the multi-robot cooperative localization (CL) problem, a challenging
scenario in which robots may receive spurious sensor data, potentially causing inconsistent …
scenario in which robots may receive spurious sensor data, potentially causing inconsistent …
Cooperative multi-robot localization under communication constraints
N Trawny, SI Roumeliotis… - 2009 IEEE international …, 2009 - ieeexplore.ieee.org
This paper addresses the problem of cooperative localization (CL) under severe
communication constraints. Specifically, we present minimum mean square error (MMSE) …
communication constraints. Specifically, we present minimum mean square error (MMSE) …
[PDF][PDF] Recursive Decentralized Collaborative Localization for Sparsely Communicating Robots.
L Luft, T Schubert, SI Roumeliotis… - … science and systems, 2016 - m.roboticsproceedings.org
This paper provides a new fully-decentralized algorithm for Collaborative Localization based
on the extended Kalman filter. The major challenge in decentralized collaborative …
on the extended Kalman filter. The major challenge in decentralized collaborative …