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Neural Networks for Robotics: An Engineering Perspective 1st Edition

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Management number 219223717 Release Date 2026/05/03 List Price US$88.31 Model Number 219223717
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The book offers an insight on artificial neural networks for giving a robot a high level of autonomous tasks, such as navigation, cost mapping, object recognition, intelligent control of ground and aerial robots, and clustering, with real-time implementations. The reader will learn various methodologies that can be used to solve each stage on autonomous navigation for robots, from object recognition, clustering of obstacles, cost mapping of environments, path planning, and vision to low level control. These methodologies include real-life scenarios to implement a wide range of artificial neural network architectures. Includes real-time examples for various robotic platforms.Discusses real-time implementation for land and aerial robots.Presents solutions for problems encountered in autonomous navigation.Explores the mathematical preliminaries needed to understand the proposed methodologies. Integrates computing, communications, control, sensing, planning, and other techniques by means of artificial neural networks for robotics. Read more

ISBN10 0815378688
ISBN13 978-0815378686
Edition 1st
Language English
Publisher CRC Press
Dimensions 6.25 x 0.75 x 9.5 inches
Item Weight 1.05 pounds
Print length 228 pages
Publication date September 21, 2018

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