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Titlebook: Introduction to Intelligent Robot System Design; Application Developm Gang Peng,Tin Lun LAM,Fan Yang Textbook 2023 Publishing House of Elec

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书目名称Introduction to Intelligent Robot System Design
副标题Application Developm
编辑Gang Peng,Tin Lun LAM,Fan Yang
视频video
概述Offers step-by-step guidelines on the Intelligent robot system design.Presents easy-to-follow and practically applicable content on robot operating system.Helps readers to master essential development
图书封面Titlebook: Introduction to Intelligent Robot System Design; Application Developm Gang Peng,Tin Lun LAM,Fan Yang Textbook 2023 Publishing House of Elec
描述.This book introduces readers to the principles and practical applications of intelligent robot system with robot operating system (ROS), pursuing a task-oriented and hands-on approach. Taking the conception, design, implementation, and operation of robot application systems as a typical project, and through “learning-by-doing, practicing-while-learning” approach, it familiarizes readers with ROS-based intelligent robot system design and development step by step..The topics covered include ROS principles, mobile robot control, Lidar, simultaneous localization and mapping (SLAM), navigation, manipulator control, image recognition, vision calibration, object grasping, vision SALM, etc., with typical practical application tasks throughout the book, which are essential to mastering development methods for intelligent robot system..Easy to follow and rich in content, the book can be used at colleges and universities as learning material and a teaching reference book for “intelligent robot,” “autonomous intelligent system,” “robotics principles,” and “robot system application development with ROS” in connection with automation, robotics engineering, artificial intelligence (AI), mechatro
出版日期Textbook 2023
关键词Robot; ROS; manipulator; mobile robot; sensor fusion; AI; pattern recognition; SLAM; intelligent control
版次1
doihttps://doi.org/10.1007/978-981-99-1814-0
isbn_softcover978-981-99-1816-4
isbn_ebook978-981-99-1814-0
copyrightPublishing House of Electronics Industry 2023
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LiDAR SLAM for Mobile Robot,ose, and motion trajectory through sensors (e.g., LiDAR, camera), and constructs an incremental map based on its own position. LiDAR SLAM technology has become the core technology for autonomous localization and navigation of robots due to its performance advantages such as stability and reliability
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Autonomous Navigation for Mobile Robot,localization, followed by navigation. Many well-established packages in ROS can be used directly. For navigation, three packages are required: (1) move_base: performs path planning to move the mobile robot to the specified location; (2) gmapping, hector, cartographer, etc. construct maps based on Li
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SLAM Based on Multi-Sensor,inly carry sensors such as camera and LiDAR to obtain measurement of the environment. However, due to the lack of accuracy and robustness as well as the complexity of the scene, the SLAM using a single sensor will cause degradation issues and fail to meet the requirements. The applications of multi-
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Computer Vision, vision technology has been developed with the aim of providing machines with the same visual ability as humans, as well as higher precision ranging capabilities. This enables machines to be applied in various practical systems. For example, in a vision inspection system, a camera is used to capture
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Visual SLAM for Mobile Robot,o different tracking algorithms, VSLAM can be classified into direct and feature (or indirect) methods. If based on optimization algorithms, visual SLAM can be classified into filter-based optimization (e.g., MonoSLAM) and graph-based optimization (e.g., parallel tracking and mapping (PTAM)). When t
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