3D Robotic Mapping
Title | 3D Robotic Mapping PDF eBook |
Author | Andreas Nüchter |
Publisher | Springer Science & Business Media |
Total Pages | 214 |
Release | 2009-01-17 |
Genre | Technology & Engineering |
ISBN | 3540898832 |
Focuses on acquiring spatial models of physical environments through mobile robots The robotic mapping problem is commonly referred to as SLAM (simultaneous localization and mapping). 3D maps are necessary to avoid collisions with complex obstacles and to self-localize in six degrees of freedom (x-, y-, z-position, roll, yaw and pitch angle) New solutions to the 6D SLAM problem for 3D laser scans are proposed and a wide variety of applications are presented
Semantic 3D Object Maps for Everyday Robot Manipulation
Title | Semantic 3D Object Maps for Everyday Robot Manipulation PDF eBook |
Author | Radu Bogdan Rusu |
Publisher | Springer |
Total Pages | 235 |
Release | 2013-01-13 |
Genre | Technology & Engineering |
ISBN | 3642354793 |
The book written by Dr. Radu B. Rusu presents a detailed description of 3D Semantic Mapping in the context of mobile robot manipulation. As autonomous robotic platforms get more sophisticated manipulation capabilities, they also need more expressive and comprehensive environment models that include the objects present in the world, together with their position, form, and other semantic aspects, as well as interpretations of these objects with respect to the robot tasks. The book proposes novel 3D feature representations called Point Feature Histograms (PFH), as well as a frameworks for the acquisition and processing of Semantic 3D Object Maps with contributions to robust registration, fast segmentation into regions, and reliable object detection, categorization, and reconstruction. These contributions have been fully implemented and empirically evaluated on different robotic systems, and have been the original kernel to the widely successful open-source project the Point Cloud Library (PCL) -- see http://pointclouds.org.
Simultaneous Localization and Mapping for Mobile Robots: Introduction and Methods
Title | Simultaneous Localization and Mapping for Mobile Robots: Introduction and Methods PDF eBook |
Author | Fernández-Madrigal, Juan-Antonio |
Publisher | IGI Global |
Total Pages | 497 |
Release | 2012-09-30 |
Genre | Technology & Engineering |
ISBN | 1466621052 |
As mobile robots become more common in general knowledge and practices, as opposed to simply in research labs, there is an increased need for the introduction and methods to Simultaneous Localization and Mapping (SLAM) and its techniques and concepts related to robotics. Simultaneous Localization and Mapping for Mobile Robots: Introduction and Methods investigates the complexities of the theory of probabilistic localization and mapping of mobile robots as well as providing the most current and concrete developments. This reference source aims to be useful for practitioners, graduate and postgraduate students, and active researchers alike.
3D Robotic Mapping and Place Recognition
Title | 3D Robotic Mapping and Place Recognition PDF eBook |
Author | Muhammad Sheraz Khan |
Publisher | |
Total Pages | |
Release | 2017 |
Genre | |
ISBN |
Exploring Artificial Intelligence in the New Millennium
Title | Exploring Artificial Intelligence in the New Millennium PDF eBook |
Author | Gerhard Lakemeyer |
Publisher | Morgan Kaufmann |
Total Pages | 424 |
Release | 2003 |
Genre | Computers |
ISBN | 9781558608115 |
This guide is a unique presentation of the spectrum of ongoing research in Artificial Intelligence. An ideal collection for personal reference or for use in introductory courses in AI and its subfields, "Exploring Artificial Intelligence in the New Millennium" is essential reading for anyone interested in the intellectual and technological challenges of AI.
Robotic Mapping and Exploration
Title | Robotic Mapping and Exploration PDF eBook |
Author | Cyrill Stachniss |
Publisher | Springer |
Total Pages | 206 |
Release | 2009-05-06 |
Genre | Technology & Engineering |
ISBN | 3642010970 |
"Robotic Mapping and Exploration" is an important contribution in the area of simultaneous localization and mapping (SLAM) for autonomous robots, which has been receiving a great deal of attention by the research community in the latest few years. The contents are focused on the autonomous mapping learning problem. Solutions include uncertainty-driven exploration, active loop closing, coordination of multiple robots, learning and incorporating background knowledge, and dealing with dynamic environments. Results are accompanied by a rich set of experiments, revealing a promising outlook toward the application to a wide range of mobile robots and field settings, such as search and rescue, transportation tasks, or automated vacuum cleaning.
Robot Navigation from Nature
Title | Robot Navigation from Nature PDF eBook |
Author | Michael John Milford |
Publisher | Springer Science & Business Media |
Total Pages | 203 |
Release | 2008-02-11 |
Genre | Technology & Engineering |
ISBN | 3540775196 |
This pioneering book describes the development of a robot mapping and navigation system inspired by models of the neural mechanisms underlying spatial navigation in the rodent hippocampus. Computational models of animal navigation systems have traditionally had limited performance when implemented on robots. This is the first research to test existing models of rodent spatial mapping and navigation on robots in large, challenging, real world environments.