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Interactive Collaborative Robotics [electronic resource] : 8th International Conference, ICR 2023, Baku, Azerbaijan, October 25-29, 2023, Proceedings / edited by Andrey Ronzhin, Aminagha Sadigov, Roman Meshcheryakov.

Contributor(s): Ronzhin, Andrey [editor.] | Sadigov, Aminagha [editor.] | Meshcheryakov, Roman [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Artificial Intelligence: 14214Publisher: Cham : Springer Nature Switzerland : Imprint: Springer, 2023Edition: 1st ed. 2023.Description: XIV, 382 p. 199 illus., 143 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031431111.Subject(s): Artificial intelligence | Image processing -- Digital techniques | Computer vision | Computer systems | Computers, Special purpose | Artificial Intelligence | Computer Imaging, Vision, Pattern Recognition and Graphics | Computer System Implementation | Special Purpose and Application-Based SystemsAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
Contents:
Attention Guided In-Hand Mechanical Tools Recognition in Human-Robot Collabora-tive Process -- Design and Implementation of a Multimodal Combination Framework for Robotic Grasping -- Experimental Validation of an Interface for a Human-Robot Interaction within a Col-laborative Task -- Fall It Till You Make It: Error Expectation in Complex-plan Execution for Service Ro-bots -- Moving Person Detection Based on Modified YOLOv5 -- Autonomous Robot Navigation System as Part of a Human-Мachine Team Based on Self-organization of Distributed Neurocognitive Architectures -- 3D-CNNs-based Touchless Human-Machine Interface -- Development of a Mechanism for Recognizing the Emotional State Based on the Un-conscious Movements of the Subject -- Development of a Device for Post-Traumatic Ankle Rehabilitation -- Evaluation of EEG Data for Zonal Affiliation of Brain Waves by Leads in a Robot Control Task -- Comparison of ROS Local Planners for a Holonomic Robot inGazebo Simulator -- Movement Along the Trajectory of a Home Quadruped Robot -- Study of Path Planning Methods in Two-Dimensional Mapped Environments -- DHC-R: Evaluating "Distributed Heuristic Communication" and Improving Robust-ness for Learnable Decentralized PO-MAPF -- Ground Mobile Robot Localization Algorithm Based on Semantic Information from the Urban Environment -- Remote Control Robotic System for the Perimeter Security -- Development of a Robot for Agricultural Field Scouting -- Optimization of the Placement of Measurement Points and Control of the Power of Moving Sources in Rod Heating -- Design of Hybrid Control System for Nonaffine Plants -- Sliding-mode Control of Phase Shift for Two-Rotor Vibration Setup -- GBMILs: Gradient Boosting Models for Multiple Instance Learning -- Approach to Numerical Solution of Nonlinear Optimal Feedback Control Problems -- Model-based Policy Optimization with Neural Differential Equations for Robotic Arm Control -- Monitoring the State of Robotic Systems Based on Time Series Analysis -- Resource-Saving Multiobjective Task Distribution in the Fog- and Edge-Robotics -- Reliability of Robot's Controller Software -- Ontological Approach to the Organization of Computing in Distributed Monitoring Systems with Mobile Components Based on a Distributed Ledger -- Improved Model of Greedy Tasks Assignment in Distributed Robotic Systems -- Construction of a Three-dimensional UAV Movement Planner when the Latter Moves in Conditions of Difficult Terrain -- Identification of the Quadcopter Rotational Dynamics for the Tilt Angle -- Development of a Firmware for Multirotor UAV Flight Controller Implemented on MCU MDR 32 -- Autonomous Landing Algorithm for UAV on a Mobile Robotic Platform with a Fractal Marker -- Curl-free Vector Field for Collision Avoidance in a Swarm of Autonomous Drones.
In: Springer Nature eBookSummary: This book constitutes the refereed proceedings of the 8th International Conference on Interactive Collaborative Robotics, ICR 2023, held in Baku, Azerbaijan, during October 25-29, 2023. The 33 full papers included in this book were carefully reviewed and selected from 56 submissions. They were organized in topical sections as follows: focused the foundations and means of collaborative behavior of one or more robots physically interacting with hu-mans in operational environments configured with embedded sensor networks and cloud services under uncertainty and environmental variability.
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Attention Guided In-Hand Mechanical Tools Recognition in Human-Robot Collabora-tive Process -- Design and Implementation of a Multimodal Combination Framework for Robotic Grasping -- Experimental Validation of an Interface for a Human-Robot Interaction within a Col-laborative Task -- Fall It Till You Make It: Error Expectation in Complex-plan Execution for Service Ro-bots -- Moving Person Detection Based on Modified YOLOv5 -- Autonomous Robot Navigation System as Part of a Human-Мachine Team Based on Self-organization of Distributed Neurocognitive Architectures -- 3D-CNNs-based Touchless Human-Machine Interface -- Development of a Mechanism for Recognizing the Emotional State Based on the Un-conscious Movements of the Subject -- Development of a Device for Post-Traumatic Ankle Rehabilitation -- Evaluation of EEG Data for Zonal Affiliation of Brain Waves by Leads in a Robot Control Task -- Comparison of ROS Local Planners for a Holonomic Robot inGazebo Simulator -- Movement Along the Trajectory of a Home Quadruped Robot -- Study of Path Planning Methods in Two-Dimensional Mapped Environments -- DHC-R: Evaluating "Distributed Heuristic Communication" and Improving Robust-ness for Learnable Decentralized PO-MAPF -- Ground Mobile Robot Localization Algorithm Based on Semantic Information from the Urban Environment -- Remote Control Robotic System for the Perimeter Security -- Development of a Robot for Agricultural Field Scouting -- Optimization of the Placement of Measurement Points and Control of the Power of Moving Sources in Rod Heating -- Design of Hybrid Control System for Nonaffine Plants -- Sliding-mode Control of Phase Shift for Two-Rotor Vibration Setup -- GBMILs: Gradient Boosting Models for Multiple Instance Learning -- Approach to Numerical Solution of Nonlinear Optimal Feedback Control Problems -- Model-based Policy Optimization with Neural Differential Equations for Robotic Arm Control -- Monitoring the State of Robotic Systems Based on Time Series Analysis -- Resource-Saving Multiobjective Task Distribution in the Fog- and Edge-Robotics -- Reliability of Robot's Controller Software -- Ontological Approach to the Organization of Computing in Distributed Monitoring Systems with Mobile Components Based on a Distributed Ledger -- Improved Model of Greedy Tasks Assignment in Distributed Robotic Systems -- Construction of a Three-dimensional UAV Movement Planner when the Latter Moves in Conditions of Difficult Terrain -- Identification of the Quadcopter Rotational Dynamics for the Tilt Angle -- Development of a Firmware for Multirotor UAV Flight Controller Implemented on MCU MDR 32 -- Autonomous Landing Algorithm for UAV on a Mobile Robotic Platform with a Fractal Marker -- Curl-free Vector Field for Collision Avoidance in a Swarm of Autonomous Drones.

This book constitutes the refereed proceedings of the 8th International Conference on Interactive Collaborative Robotics, ICR 2023, held in Baku, Azerbaijan, during October 25-29, 2023. The 33 full papers included in this book were carefully reviewed and selected from 56 submissions. They were organized in topical sections as follows: focused the foundations and means of collaborative behavior of one or more robots physically interacting with hu-mans in operational environments configured with embedded sensor networks and cloud services under uncertainty and environmental variability.

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