Proceedings of 2023 Chinese Intelligent Automation Conference [electronic resource] / edited by Zhidong Deng.

Colaborador(es): Deng, Zhidong [editor.] | SpringerLink (Online service)Tipo de material: TextoTextoSeries Lecture Notes in Electrical Engineering ; 1082Editor: Singapore : Springer Nature Singapore : Imprint: Springer, 2023Edición: 1st ed. 2023Descripción: XII, 842 p. 385 illus., 300 illus. in color. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9789819961870Tema(s): Control engineering | Robotics | Automation | Computational intelligence | Control, Robotics, Automation | Computational Intelligence | Control and Systems TheoryFormatos físicos adicionales: Printed edition:: Sin título; Printed edition:: Sin título; Printed edition:: Sin títuloClasificación CDD: 629.8 Clasificación LoC:TJ212-225TJ210.2-211.495Recursos en línea: Libro electrónicoTexto
Contenidos:
Predicting TUG Score from Gait Characteristics with Video Analysis and Machine Learning -- Task-Space Finite-Time Prescribed Performance Tracking Control for Free-Flying Space Robots under Input Saturation -- An Online Game Platform for Intangible Cultural Heritage Tibetan Jiu Chess -- Review of Human Target Detection and Tracking based on Multi-View Information Fusion -- Federated Topic Model and Model Pruning Based on Variational Autoencoder -- Anti-interference Mechanical Fault Diagnosis Method based on CNN and Attention Mechanism -- Refining Object Localization From Dialogues -- License Plate Detection and Recognition Based on Light-yolov7 -- Efficient Partitioning Method of Large-Scale Public Safety Spatio-Temporal Data based on Information Loss Constraints -- Research and Application of Intelligent Monitoring and Diagnosis System for Rail Transit Emergency Power Supply Equipment -- Reliability-based Dynamic Positioning Control for Turret-Moored Vessels with Prescribed Performance -- A Pose Control Algorithm for Simulating Robotic Fish -- Unsupervised Multidimensional Time Series Anomaly Detection Based on Federation Learning -- Reinforcement Federated Learning Method Based on Adaptive OPTICS Clustering -- Simulation and Implementation of Extended Kalman Filter Observer for Sensorless PMSM.
En: Springer Nature eBookResumen: The book presents selected research papers from the 2023 Chinese Intelligent Automation Conference (CIAC2023), held in Nanjing, China, on October 2-5, 2023. It covers a wide range of topics including intelligent control, robotics, artificial intelligence, pattern recognition, unmanned systems, IoT, and machine learning. It includes original research and the latest advances in the field of intelligent automation. Engineers and researchers from academia, industry, and government can gain valuable insights into solutions combining ideas from multiple disciplines in this field.
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Acceso multiusuario

Predicting TUG Score from Gait Characteristics with Video Analysis and Machine Learning -- Task-Space Finite-Time Prescribed Performance Tracking Control for Free-Flying Space Robots under Input Saturation -- An Online Game Platform for Intangible Cultural Heritage Tibetan Jiu Chess -- Review of Human Target Detection and Tracking based on Multi-View Information Fusion -- Federated Topic Model and Model Pruning Based on Variational Autoencoder -- Anti-interference Mechanical Fault Diagnosis Method based on CNN and Attention Mechanism -- Refining Object Localization From Dialogues -- License Plate Detection and Recognition Based on Light-yolov7 -- Efficient Partitioning Method of Large-Scale Public Safety Spatio-Temporal Data based on Information Loss Constraints -- Research and Application of Intelligent Monitoring and Diagnosis System for Rail Transit Emergency Power Supply Equipment -- Reliability-based Dynamic Positioning Control for Turret-Moored Vessels with Prescribed Performance -- A Pose Control Algorithm for Simulating Robotic Fish -- Unsupervised Multidimensional Time Series Anomaly Detection Based on Federation Learning -- Reinforcement Federated Learning Method Based on Adaptive OPTICS Clustering -- Simulation and Implementation of Extended Kalman Filter Observer for Sensorless PMSM.

The book presents selected research papers from the 2023 Chinese Intelligent Automation Conference (CIAC2023), held in Nanjing, China, on October 2-5, 2023. It covers a wide range of topics including intelligent control, robotics, artificial intelligence, pattern recognition, unmanned systems, IoT, and machine learning. It includes original research and the latest advances in the field of intelligent automation. Engineers and researchers from academia, industry, and government can gain valuable insights into solutions combining ideas from multiple disciplines in this field.

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