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AROBOTS
2004
93views more  AROBOTS 2004»
13 years 4 months ago
Propagation of Uncertainty in Cooperative Multirobot Localization: Analysis and Experimental Results
This paper examines the problem of cooperative localization for the case of large groups of mobile robots. A Kalman filter estimator is implemented and tested for this purpose. The...
Stergios I. Roumeliotis, Ioannis M. Rekleitis
IJRR
2006
119views more  IJRR 2006»
13 years 4 months ago
Predicting the Performance of Cooperative Simultaneous Localization and Mapping (C-SLAM)
In this paper we study the time evolution of the position estimates' covariance in Cooperative Simultaneous Localization and Mapping (C-SLAM), and obtain analytical upper boun...
Anastasios I. Mourikis, Stergios I. Roumeliotis
ICRA
2007
IEEE
140views Robotics» more  ICRA 2007»
13 years 10 months ago
On the Performance of Multi-robot Target Tracking
Abstract— In this paper, we study the accuracy of Cooperative Localization and Target Tracking (CLATT) in a team of mobile robots, and derive analytical upper bounds for the posi...
Faraz M. Mirzaei, Anastasios I. Mourikis, Stergios...
ATAL
2009
Springer
13 years 11 months ago
Lossless clustering of histories in decentralized POMDPs
Decentralized partially observable Markov decision processes (Dec-POMDPs) constitute a generic and expressive framework for multiagent planning under uncertainty. However, plannin...
Frans A. Oliehoek, Shimon Whiteson, Matthijs T. J....