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136
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ICRA
2010
IEEE
127views Robotics» more  ICRA 2010»
15 years 2 months ago
Probabilistically complete planning with end-effector pose constraints
Abstract— We present a proof for the probabilistic completeness of RRT-based algorithms when planning with constraints on end-effector pose. Pose constraints can induce lowerdime...
Dmitry Berenson, Siddhartha S. Srinivasa
ICRA
2008
IEEE
142views Robotics» more  ICRA 2008»
15 years 10 months ago
Gaussian mixture models for probabilistic localization
— One of the key tasks during the realization of probabilistic approaches to localization is the design of a proper sensor model, that calculates the likelihood of a measurement ...
Patrick Pfaff, Christian Plagemann, Wolfram Burgar...
150
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AROBOTS
1998
104views more  AROBOTS 1998»
15 years 3 months ago
A Probabilistic Approach to Concurrent Mapping and Localization for Mobile Robots
This paper addresses the problem of building large-scale geometric maps of indoor environments with mobile robots. It poses the map building problem as a constrained, probabilistic...
Sebastian Thrun, Wolfram Burgard, Dieter Fox
DAGM
1999
Springer
15 years 7 months ago
Collaborative Multi-Robot Localization
This paper presents a statistical algorithm for collaborative mobile robot localization. Our approach uses a sample-based version of Markov localization, capable of localizing mob...
Dieter Fox, Wolfram Burgard, Hannes Kruppa, Sebast...
ICRA
2005
IEEE
102views Robotics» more  ICRA 2005»
15 years 9 months ago
SLAM using Incremental Probabilistic PCA and Dimensionality Reduction
— The recent progress in robot mapping (or SLAM) algorithms has focused on estimating either point features (such as landmarks) or grid-based representations. Both of these repre...
Emma Brunskill, Nicholas Roy