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ویرایش:
نویسندگان: Andrey Ronzhin. Viacheslav Pshikhopov
سری: Smart Innovation, Systems and Technologies, 329
ISBN (شابک) : 9811976848, 9789811976841
ناشر: Springer
سال نشر: 2023
تعداد صفحات: 443
[444]
زبان: English
فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود)
حجم فایل: 15 Mb
در صورت تبدیل فایل کتاب Frontiers in Robotics and Electromechanics به فرمت های PDF، EPUB، AZW3، MOBI و یا DJVU می توانید به پشتیبان اطلاع دهید تا فایل مورد نظر را تبدیل نمایند.
توجه داشته باشید کتاب مرزها در رباتیک و الکترومکانیک نسخه زبان اصلی می باشد و کتاب ترجمه شده به فارسی نمی باشد. وبسایت اینترنشنال لایبرری ارائه دهنده کتاب های زبان اصلی می باشد و هیچ گونه کتاب ترجمه شده یا نوشته شده به فارسی را ارائه نمی دهد.
این کتاب به معرفی سیستم های کنترل فکری و الکترومکانیک ربات های ناهمگن می پردازد. این کتاب اصول اساسی کنترل ربات و پیشرفت های اخیر در نرم افزار و سخت افزار روبات ها را آشکار می کند. این کتاب راهحلهایی را ارائه میکند و مشکلات دستگاههای رباتیک منفرد و همچنین تیمهای رباتیک ناهمگن را در حین انجام وظایف فنآوری که نیاز به تعامل اطلاعاتی، فیزیکی یا انرژی با کاربران انسانی، محیط و سایر رباتها دارد، مورد بحث قرار میدهد. این کتاب کنترل مدل-الگوریتمی و نرم افزاری- سخت افزاری ربات های زمینی، آبی و زیر آب، وسایل نقلیه هوایی بدون سرنشین و همچنین زیرسیستم های تعبیه شده و متصل به آن ها، از جمله دستکاری کننده ها، اثرگذارهای پایانی، حسگرها، محرک ها و غیره را در نظر می گیرد. برای محققان موضوعات بین رشته ای مرتبط با رباتیک، الکترومکانیک و هوش مصنوعی مفید باشد. این کتاب به دانشجویان تحصیلات تکمیلی با گرایش/فرعی در زمینه های رباتیک و مکاترونیک، مدیریت در سیستم های فنی، اینترنت اشیا، هوش مصنوعی، مهندسی برق، مهندسی مکانیک و علوم کامپیوتر توصیه می شود.
This book introduces intellectual control systems and electromechanics of heterogeneous robots. The book uncovers fundamental principles of robot control and recent developments in software and hardware of robots. The book presents solutions and discusses problems of single robotic devices as well as heterogeneous robotic teams while performing technological tasks that require informational, physical or energetic interaction with human users, environment and other robots. The book considers model–algorithmic and software–hardware control of ground, water and underwater robots, unmanned aerial vehicles, as well as their embedded and attached sub-systems, including manipulators, end-effectors, sensors, actuators, etc. The book will be useful for researchers of interdisciplinary issues related to robotics, electromechanics and artificial intelligence. The book is recommended for graduate students with a major/minor in the areas of robotics and mechatronics, management in technical systems, Internet of Things, artificial intelligence, electrical engineering, mechanical engineering and computer science.
Preface Contents Editors and Contributors Part I Modeling and Control of Manipulators, Multi-link Robots 1 Simulation of Foot Movement During Walking Based on the Study of Different Step Parameters 1.1 Introduction 1.2 Kinematic Equations of the Key Points of the Foot 1.3 Construction of the Trajectory of the Key Points of the Foot 1.4 Smoothing and Polynomialization of the Trajectory 1.5 Comparison of the Experimental Trajectory with the Mathematically Processed Trajectory 1.6 Solving the Inverse Kinematics Problem 1.7 Lower Limb Motion Modeling with MATLAB 1.8 Conclusion References 2 Mathematical Modeling of the Biomechanical Rehabilitation System of Foot Exoskeleton in Frontal and Sagittal Planes 2.1 Introduction 2.2 The Structural Diagram of the Ankle Rehabilitation System 2.2.1 The Kinematic Diagram 2.3 Angle of Rotation Ranges of the Foot 2.4 Mathematical Model of the Biomechanical System 2.4.1 Mathematical Model of the System in the Sagittal Plane 2.5 Experimental Results of Foot Motion in the Sagittal Plane 2.5.1 Investigation of the Mathematical Model in the Frontal Plane 2.5.2 Experimental Results of Foot Movement in the Frontal Plane 2.6 Conclusion References 3 Simulation of Controlled Motion of the Actuator of Robotic Systems in the Presence of Coupling Forces 3.1 Mathematical Model of Coupling Forces 3.2 Calculation Scheme of the Interaction of the Device with the Environment and Nodes 3.3 Mathematical Expressions for Modeling 3.4 Block Diagram of the Device Control System 3.5 Description of the Mathematical Model of the Automatic Control System 3.6 Conclusions References 4 Digital Control by Robot Manipulator with Improved Rigidity 4.1 Introduction 4.2 Operational Unit Positioning Control System Statics 4.3 Operational Unit Positioning Control System Dynamics 4.4 Digital Control by Manipulator Positioning 4.5 Conclusion References 5 Performance Evaluation of Multigrid Brute-Force Solutions of Inverse Kinematics Problem for the Robotis OP2 Humanoid Hand 5.1 Introduction 5.2 System Setup 5.3 Algorithms Description 5.3.1 Brute-Force Algorithm 5.3.2 Matrix-Based Brute-Force Algorithm 5.4 Testing 5.5 Experimental Results Analysis 5.6 Discussion 5.7 Conclusions References 6 Neural Network Approach for Solving Inverse Kinematics Problem of Modular Reconfigurable Systems 6.1 Introduction 6.2 Related Works 6.3 Material and Methods 6.3.1 Algorithm of ANNs Learning for Solving IK Problem of Modular RSs 6.3.2 Dataset Generation 6.4 Experiments of Modeling an Autonomous Robotic System 6.5 Conclusion References 7 Algorithm of Trajectories Synthesis for Modular Wheeled Inspection Robot 7.1 Introduction 7.2 Mathematical Model 7.3 Parametric Analysis of Robot Kinematics 7.4 Features of the Robot Dynamics 7.5 Conclusion References Part II Interaction and Control of Robot Group 8 Study of Algorithms for Coordinating a Group of Autonomous Robots in a Formation 8.1 Introduction 8.2 Mathematical Model of the UAV and the Formulation of the Problem 8.3 Formation Algorithms 8.4 Results of the Study of Formation Algorithms 8.5 Conclusion References 9 Intelligent System for Countering Groups of Robots Based on Reinforcement Learning Technologies 9.1 Introduction 9.2 Problem Description 9.3 Algorithms 9.4 Neural Network Architecture 9.5 Preliminary Processing 9.6 Reward Function 9.7 Training 9.8 Conclusion References 10 LIRS-MazeGen: An Easy-to-Use Blender Extension for Modeling Maze-Like Environments for Gazebo Simulator 10.1 Introduction 10.2 Related Work 10.3 Maze Generation Module 10.3.1 Graphical User Interface 10.3.2 Experimental Considerations 10.3.3 3D-Maze Modeling 10.4 Maze Environment Validation 10.5 Conclusions References 11 Modeling of Joint Motion Planning of Group of Mobile Robots and Unmanned Aerial Vehicle 11.1 Introduction 11.2 Problem Statement 11.3 Review of Methods for Planning the Movement of Mobile Robots in a Group 11.4 Applying Tangential Avoidance to Calculate the Paths of Mobile Robots in a Group 11.5 Experiments 11.6 Formation and Landing 11.7 Determining How to Build a Communication Field to Transmit Data from a UAV to a Group of Ground Robots 11.8 Conclusion References 12 Simulation of Controllable Motion of a Flying Robot Under the Action of Aerodynamic Force of a Bioinspired Flapping Wing 12.1 Introduction 12.2 Flapping Wing Kinematics 12.3 Model of Force in the Interaction of a Wing with Air 12.4 Aircraft Motion Control 12.5 Conclusion References 13 Approaches to Optimizing Individual Maneuvers of Unmanned Aerial Vehicle 13.1 Introduction 13.2 Mathematical Model of the Aircraft and Problem Formulation 13.3 Modification of Direct Control Method 13.4 General Methodological Foundations of UAV Formation Control 13.5 Results of the Study 13.6 Conclusion References 14 Neural Network Technologies in the Tasks of Estimating and Forecasting the Resource of Power Supply Systems in Robotic Complexes 14.1 Introduction and Problem Statement 14.2 Related Works 14.3 Investigation of the Influence of Temperature and Electric Field Strength on the Breakdown of Polymer Materials of the Thermofluctuation Theory 14.3.1 Problem Statement and Its Solution 14.3.2 Calculation of the Time to Breakdown Based on the Thermofluctuation Theory 14.3.3 Experimental Investigation 14.4 Investigation of Magnetic Induction in an Inhomogeneous Dielectric 14.4.1 Case of Homogeneous Insulation 14.4.2 Case of Inhomogeneous Insulation 14.5 Conclusion References 15 Instantaneous Common-Mode Voltage Reduction of Three-Phase Multilevel Voltage Source Inverter Under Quarter-Wave-Symmetric Space Vector PWM with Full Set of Vectors 15.1 Introduction 15.2 Zero-Common-Mode-Voltage Space Vectors Applying 15.3 Common-Mode Voltage Reduction Under Applying of Full Set of Space Vectors 15.4 Computer Simulation 15.5 Conclusion References 16 System of Decentralized Control of a Group of Mobile Robotic Means Interacting with Charging Stations 16.1 Introduction 16.2 Synthesis of a Method for Decentralized Control of the Process of Functioning of a Generalized Doubly Connected Technical System 16.2.1 Problem Statement 16.2.2 Control System for a Distributed Generalized Network, Including Mobile Robotic Vehicles and Docking Stations 16.2.3 Method of Decentralized Interaction of Mobile and Stationary Objects of the DGN 16.3 Decentralized Control Method for a DGN Containing a Group of UAVs and a Station for Recharging Them 16.4 Simplified Model of UAV Energy Consumption 16.5 Required Energy Characteristics of a Recharging Station Based on a Wind Power Plant 16.6 Simulation 16.7 Conclusion References 17 Method for Optimizing the Trajectory of a Group of Mobile Robots in a Field of Repeller Sources Using the Method of Characteristic Probabilistic Functions 17.1 Introduction 17.2 The Problem Statement 17.3 Methods for Constructing a Program Trajectory of a Ground-Based Robotic Platform Under the Influence of Disturbance Sources 17.3.1 Method for Optimizing Local Sections of the Trajectory Based on the Characteristic Probabilistic Function 17.3.2 Method for Reducing Oscillations and Trajectory Length When Planning Motion in a Region with Sources 17.4 Correction of Individual Trajectories of Ground-Based Robotic Platforms Forming a Group Under the Influence of Disturbance Sources 17.5 Additional Correction of Trajectories Taking into Account Obstacles 17.6 Simulation Results 17.7 Conclusion References Part III Heterogeneous Robots in Monitoring and Service Tasks 18 Control of Robotic Mobile Platform for Monitoring Water Bodies 18.1 Introduction 18.2 Robotic Mobile Platform Scheme 18.3 Mathematical Model of RMP 18.4 RMP Control System 18.5 RMP Motion Planning Algorithm 18.6 Synthesis of the Optimal Regulator 18.7 Results of Simulation 18.8 Conclusions References 19 Control System of Small-Unmanned Aerial Vehicle for Monitoring Sea Vessels on Coastal Territory of Ecuador 19.1 Introduction 19.2 Structure of the System for Monitoring Sea Vessels in Coastal Areas 19.3 SUAV Motion Control 19.4 SUAV Control Algorithms 19.5 Planning of SUAV Flight Trajectory 19.6 Vision System 19.7 Conclusions References 20 Development of an Algorithm for Coverage Path Planning for Survey of the Territory Using UAVs 20.1 Introduction 20.2 Requirements for the Algorithm for Constructing a Covering Trajectory 20.3 Development of an Algorithm for Constructing a Covering Path for a Polygon 20.4 Result of Operation of the Algorithm 20.5 Conclusion References 21 Computer Vision System of Robot Control for Monitoring Objects in Radioactive Areas 21.1 Introduction 21.2 Scheme and Principle of the Mobile Robot Operation 21.3 Mathematical Model and Principle of the Control System Operation 21.4 Formation of the Data About a Studied Object 21.5 Mathematical Modeling of the Control System in the Object Scanning Mode 21.6 Conclusion References 22 Method for Searching Deployment Zones of Ground Seismic Sensors by a Heterogeneous Group of UAVs in an Environment with a Complex Topography 22.1 Introduction 22.2 Related Works 22.3 Method of Searching Deployment Zones for Ground Seismic Sensors by Means of a Heterogeneous Group of UAVs 22.4 Results 22.5 Conclusion References 23 Method of Autonomous Survey of Power Lines Using a Multi-rotor UAV 23.1 Introduction 23.2 Description of the Developed Method of Autonomous Survey of PTL 23.3 Description of the Developed Algorithms for UAV Movement According to Given Patterns of Trajectories 23.4 Experimental Results 23.5 Conclusion References 24 Walking Robots for Agricultural Monitoring 24.1 Introduction 24.2 Application Scenario 24.3 Types of Walking Robots and Their Gaits 24.4 Work Requirements 24.5 Industrial Analogues 24.6 Conclusion References 25 Computational Approach to Optimal Control in Applied Robotics 25.1 Introduction 25.2 Problem Statement of the Synthesized Optimal Control 25.3 Methods Overview 25.4 Computational Example 25.5 Conclusions References 26 Highly Maneuverable Small-Sized Wheeled Mobile Robotic Construction Platform 26.1 Introduction 26.2 Proposed Structure and Description of the MRCP 26.3 Mathematical Model of MRCP Movement with Two Independent Driving Wheels 26.4 MRCP Movement Control 26.5 Planning of MRCP Trajectory Movement 26.6 Conclusions References 27 Control System for Robotic Towing Platform for Moving Aircraft 27.1 Introduction 27.2 Control Methods for Wheeled Robots 27.3 Design of a Robotic Aircraft Tug 27.4 External Environment Perception System 27.5 Description of the Positioning Control System Using an Optical Sensor Based on an Optronic Matrix 27.6 Description of the Work Area 27.7 Construction of a Piecewise Linear Trajectory 27.8 Determination of Positioning Relative to the Line with the Help of an Optronic Matrix 27.9 Synthesis of Multi-channel Controller for Robot Motion 27.10 Example of Simulation of RMB Motion Along a Contrasting Line 27.10.1 Simulation Results 27.11 Conclusion References 28 Simple Task Allocation Algorithm in a Collaborative Robotic System 28.1 Introduction 28.2 Problem Statement and Algorithmic Solution 28.3 MATLAB Simulation 28.4 Conclusions and Future Work References