Data fusion with Gaussian processes
S Vasudevan - Robotics and Autonomous Systems, 2012 - Elsevier
This paper addresses the problem of fusing multiple sets of heterogeneous sensor data
using Gaussian processes (GPs). Experiments on large scale terrain modeling in mining …
using Gaussian processes (GPs). Experiments on large scale terrain modeling in mining …
Automation and AI Technology in Surface Mining With a Brief Introduction to Open-Pit Operations in the Pilbara
This survey article provides a synopsis on some of the engineering problems, technological
innovations, robotic development and automation efforts encountered in the mining industry …
innovations, robotic development and automation efforts encountered in the mining industry …
Automation and Artificial Intelligence Technology in Surface Mining: A Brief Introduction to Open-Pit Operations in the Pilbara
R Leung, AJ Hill, A Melkumyan - IEEE Robotics & Automation …, 2023 - ieeexplore.ieee.org
This survey article provides a synopsis of some of the engineering problems, technological
innovations, robotic development, and automation efforts encountered in the mining …
innovations, robotic development, and automation efforts encountered in the mining …
Gaussian processes for multi-sensor environmental monitoring
P Erickson, M Cline, N Tirpankar… - … on multisensor fusion …, 2015 - ieeexplore.ieee.org
Efficiently monitoring environmental conditions across large indoor spaces (such as
warehouses, factories or data centers) is an important problem with many applications …
warehouses, factories or data centers) is an important problem with many applications …
Traversability estimation for a planetary rover via experimental kernel learning in a gaussian process framework
K Ho, T Peynot, S Sukkarieh - 2013 IEEE International …, 2013 - ieeexplore.ieee.org
A critical requirement for safe autonomous navigation of a planetary rover is the ability to
accurately estimate the traversability of the terrain. This work considers the problem of …
accurately estimate the traversability of the terrain. This work considers the problem of …
Non-stationary dependent Gaussian processes for data fusion in large-scale terrain modeling
S Vasudevan, F Ramos, E Nettleton… - … on Robotics and …, 2011 - ieeexplore.ieee.org
Obtaining a comprehensive model of large and complex terrain typically entails the use of
both multiple sensory modalities and multiple data sets. This paper demonstrates the use of …
both multiple sensory modalities and multiple data sets. This paper demonstrates the use of …
Building large scale traversability maps using vehicle experience
Traversability maps are a global spatial representation of the relative difficulty in driving
through a local region. These maps support simple optimisation of robot paths and have …
through a local region. These maps support simple optimisation of robot paths and have …
Terrain traversability and optimal path planning in 3D uneven environment for an autonomous mobile robot
A key issue in mobile robot applications involves building a map of the environment that may
be used by the robot for path planning. In this paper, a new approach for uneven …
be used by the robot for path planning. In this paper, a new approach for uneven …
NURBs trajectory generation and following by an autonomous mobile robot navigating in 3D environment
This work consists of a method enabling an autonomous mobile robot to follow a generated
path in 3D. Initially, this work deals with the problem of mobile robot displacements to …
path in 3D. Initially, this work deals with the problem of mobile robot displacements to …
Analysis of terrain geometry representations for traversability of a mars rover
K Ho, T Peynot, S Sukkarieh - Proceedings of the 11th Australian …, 2012 - eprints.qut.edu.au
For a planetary rover to successfully traverse across unstructured terrain autonomously, one
of the major challenges is to assess its local traversability such that it can plan a trajectory to …
of the major challenges is to assess its local traversability such that it can plan a trajectory to …