Robotics and Cognitive Approaches to Spatial Mapping

Author:   Margaret E. Jefferies ,  Wai-Kiang Yeap
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   Softcover reprint of hardcover 1st ed. 2008
Volume:   38
ISBN:  

9783642094620


Pages:   330
Publication Date:   22 October 2010
Format:   Paperback
Availability:   In Print   Availability explained
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Robotics and Cognitive Approaches to Spatial Mapping


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Overview

This important work is an attempt to synthesize two areas that need to be treated in tandem. The book brings together the fields of robot spatial mapping and cognitive spatial mapping, which share some common core problems. One would expect some cross-fertilization of research between the two areas to have occurred, yet this has begun only recently. There are now signs that some synthesis is happening, so this work is a timely one for students and engineers in robotics.

Full Product Details

Author:   Margaret E. Jefferies ,  Wai-Kiang Yeap
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   Softcover reprint of hardcover 1st ed. 2008
Volume:   38
Dimensions:   Width: 15.50cm , Height: 1.80cm , Length: 23.50cm
Weight:   0.528kg
ISBN:  

9783642094620


ISBN 10:   3642094627
Pages:   330
Publication Date:   22 October 2010
Audience:   Professional and scholarly ,  Professional and scholarly ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Robot and Cognitive Approaches to Spatial Mapping.- Robot and Cognitive Approaches to Spatial Mapping.- I: Robot Mapping.- Robot Mapping: An Introduction.- Simultaneous Localization and Mapping.- Hybrid, Metric-Topological Representation for Localization and Mapping.- Machine Perception in Unstructured and Unknown Environments.- Emergent Cognitive Mappings in Mobile Robots Through Self-organisation.- Towards a Generalization of Self-localization.- II: Cognitive Mapping.- Dead Reckoning, Cognitive Maps, Animal Navigation and the Representation of Space: An Introduction.- Geometry and Navigation.- Cue and Goal Encoding in Rodents: A Source of Inspiration for Robotics?.- These Maps Are Made for Walking – Task Hierarchy of Spatial Cognition.- Landmarks for Navigation in Human and Robots.- Learning Cognitive Maps: Finding Useful Structure in an Uncertain World.- III: Cognitive Robot Mapping.- Cognitive Robot Mapping: An Introduction.- An Intellectual History of the Spatial Semantic Hierarchy.- Robot Cognitive Mapping – A Role for a Global Metric Map in a Cognitive Mapping Process.- Using a Mobile Robot to Test a Theory of Cognitive Mapping.- A Robot System for Biomimetic Navigation – From Snapshots to Metric Embeddings of View Graphs.- Robots as Tools for Modelling Navigation Skills – A Neural Cognitive Map Approach.

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