Robot Cognition and Navigation [electronic resource] :An Experiment with Mobile Robots / by Srikanta Patnaik.
by Patnaik, Srikanta [author.]; SpringerLink (Online service).
Material type:
BookSeries: Cognitive Technologies: Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2007.Description: XV, 288 p. 95 illus. online resource.ISBN: 9783540689164.Subject(s): Computer science | Artificial intelligence | Computer simulation | Computer vision | Optical pattern recognition | Computer Science | Artificial Intelligence (incl. Robotics) | Simulation and Modeling | Computer Imaging, Vision, Pattern Recognition and Graphics | Image Processing and Computer Vision | Pattern Recognition | Signal, Image and Speech ProcessingDDC classification: 006.3 Online resources: Click here to access online | Item type | Current location | Call number | Status | Date due | Barcode |
|---|---|---|---|---|---|
| TJ210.2-211.495 (Browse shelf) | Available | ||||
| Long Loan | MAIN LIBRARY | Q334-342 (Browse shelf) | Available |
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Cybernetic View of Robot Cognition and Perception -- Map Building -- Path Planning -- Navigation Using a Genetic Algorithm -- Robot Programming Packages -- Robot Parameter Display -- Program for BotSpeak -- Gripper Control Program -- Program for Sonar Reading Display -- Program for Wandering Within the Workspace -- Program for Tele-operation -- A Complete Program for Autonomous Navigation -- Imaging Geometry -- Image Capture Program -- Building 3D Perception Using a Kalman Filter -- Program for 3D Perception -- Perceptions of Non-planar Surfaces -- Intelligent Garbage Collection.
In this book the author employs a cybernetic view of robot cognition and perception as he examines mobile robot simulations, realizations and experiments, and explains the related mathematical models and algorithms. Chapters are dedicated to map building, path planning, navigation using genetic algorithms, and robot programming packages. Then detailed chapters examine the programs required for robot parameter display, gripper control, sonar reading display, teleoperation, autonomous navigation, image capture and 3D perception. This book will be useful for students and engineers building intelligent robots, and researchers migrating to this field. The required source code is included in the book or available online.
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