Kooperativer Bibliotheksverbund

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Umfang: 1 online resource (445 pages)

Ausgabe: First edition.

ISBN: 981-9952-03-4

Serie: Smart Innovation, Systems and Technologies Series ; Volume 365

Anmerkung: Intro -- ICAIT-2022 Organization -- Preface -- Contents -- About the Editors -- Invited Paper -- VSM 4.0 (Automated Value Stream Mapping): A Digital Transformation from Lean in the Context of I4.0 -- 1 Introduction -- 2 Methodology -- 3 Literature Review -- 3.1 Literature Review -- 3.2 Current Status of the VSM -- 3.3 Digital Integration of Lean Methods -- 4 Results and Discussion -- 5 Final Considerations -- References -- Regular Papers -- Passive Detection Beamforming Based on Arc Array -- 1 Introduction -- 2 The Principle of Passive Directional Beamforming -- 3 Array Design -- 3.1 Uniform Linear Array -- 3.2 Ring Array -- 3.3 Arc Array -- 4 Simulation -- 5 Conclusion -- References -- Shoal Target Recognition Based on Sample Data Enhancement and Target Detection -- 1 Introduction -- 2 GAN-Based Data Augmentation -- 3 Object Detection Method -- 4 Experimental Results and Performance Analysis -- 4.1 Data Augmentation Experiment -- 4.2 Shoal Target Detection and Recognition Test -- References -- Research on the Influence of Aging Information System Optimization Based on Big Data on China's Rural Revitalization -- 1 Introduction -- 2 Conceptual Stage and Research Assumptions -- 2.1 Conceptual Stage -- 2.2 Research Assumptions -- 3 Indicator Selection and Model Building -- 3.1 Indicator Selection -- 3.2 Relationship Determined -- 3.3 Relationship Determined -- 4 Result Analysis -- 5 Conclusion -- 6 Prospects -- References -- Analysis of Hainan Tourism Carbon Balance Information System Based on Big Data -- 1 Introduction -- 2 Research Methods and Data Sources -- 2.1 Tourism Carbon Emission Information System Measurement Model -- 2.2 Tourism Ecosystem Carbon Absorption Information System Measurement Model -- 2.3 Tourism Carbon-Deficit Model -- 2.4 Data Source and Processing -- 3 Results and Analysis. , 3.1 Analysis of Carbon Emissions Information System from Tourism in Hainan Province -- 3.2 Carbon Absorption Information System Analysis of Tourism in Hainan Province -- 3.3 Carbon Balance Information System Analysis of Tourism in Hainan Province -- 4 Results and Analysis -- 4.1 Main Research Conclusions -- 4.2 Related Recommendations -- References -- Power Data Sharing Model Based on Blockchain and IPFS Storage -- 1 Introduction -- 2 Shared Architecture and Storage Methods -- 3 Data Sharing Method -- 4 IPFS Storage Network -- 5 Experiments and Analysis -- 6 Storage Efficiency Test -- 7 Retrieval Efficiency Test -- 8 Conclusion -- References -- A Steady-State Model on Finger-Vein Recognition Accuracy -- 1 Introduction -- 1.1 Why Stability -- 1.2 What is Steady State -- 1.3 Main Contributions -- 2 Related Work -- 3 The Steady-State Model -- 4 Experiment Results -- 4.1 Dataset and Algorithm Description -- 4.2 Experiments and Results -- 5 Conclusion -- References -- A Rail Obstacle Target Detection Technology Based on the Perspective of Unmanned Aerial Vehicle -- 1 Introduction -- 2 YOLO5 Base Model Structure -- 3 The Improved Yolo5 Structure -- 3.1 Transfer Learning -- 3.2 Transformer Self-attention Mechanism -- 3.3 CBAM Attention Module -- 3.4 Multi-scale Hole Convolution -- 4 Experimental Verification -- 5 Conclusions and Prospects -- References -- A Novel Global-Local Feature Extraction Method Based on Deep Learning for Football Movement Training -- 1 Introduction -- 2 The Global-Local Feature Extraction Model -- 2.1 Region Detection -- 2.2 Global Feature Extraction -- 2.3 Local Feature Extraction -- 2.4 HOG Feature Extraction -- 3 Experiments and Analysis -- 3.1 Analysis of Feature Classification Results -- 3.2 Analysis of Ablation Experiment -- 4 Conclusion -- References. , Remaining Useful Lifetime Prediction Method of Aviation Equipment Based on Improved Particle Filter -- 1 Introduction -- 2 Improved PF Algorithm -- 2.1 VAE -- 2.2 Particle Reinforced Mechanism -- 3 RUL Prediction -- 4 Example Analysis -- 5 Conclusion -- References -- Research on CBRN Practical Assessment Technology Based on Artificial Intelligence Technology -- 1 Introduction -- 2 Problems Faced by Equipment Practical Assessment -- 3 Feasibility Design of Assessment System Based on Intelligent Recognition Technology -- 4 Verification of Target Detection Technology and Design of Expert System -- 4.1 Object Detection Technology -- 4.2 Design of Expert System -- 5 Conclusion -- References -- Research on the Application of Voice Acoustics for Speech Intelligence in Folk Songs -- 1 Introduction -- 2 Introduction of Voice Acoustics Analysis -- 3 Equipment and Software for Voice Acoustic Analysis -- 4 Acoustic Analysis of Folk Singing Voice -- 4.1 Selection and Recording of Speakers -- 4.2 Voice Parameter Extraction -- 5 Voice Parameter Analysis -- 5.1 Analysis of the Vocal Type of Singing Voice -- 5.2 Voice Analysis of Drag Cavity in Folk Songs -- 6 Conclusion and Discussion -- References -- Acoustic Parameters Analysis of Special Singing Method of Folk Songs for Singing Speech Synthesis -- 1 Introduction -- 2 Experimental Process -- 2.1 Pronunciation Informant and Recording Methods -- 2.2 Voice Signal Processing -- 2.3 Acoustic Parameter Extraction -- 2.4 Data Processing -- 3 Analysis of Results -- 3.1 Fundamental Frequency Analysis -- 3.2 Intensity Analysis -- 3.3 Formant Analysis -- 3.4 Perturbation Analysis -- 4 Conclusion and Discussion -- References -- Simulation of Crop Planting Decision System Based on "U + CSA" Public Welfare Agriculture and Machine Learning Algorithm -- 1 Introduction. , 2 Analysis of the Existing Mode of "U + CSA" Public Welfare Assistance to Agriculture in China -- 3 Machine Learning Algorithm Model -- 4 Machine Learning Algorithm Flow -- 5 Crop Planting Decision System -- 6 Analysis of Experimental Results -- 7 Conclusion -- References -- Evaluation Method of Armored Soldier Simulated Training Based on BP Neural Network -- 1 Introduction -- 2 Establishment of Assessment and Evaluation Index System -- 2.1 First-Level Indicators -- 2.2 Secondary Indicators -- 2.3 Three-Level Indicators -- 3 Appraisal Method of Armored Force Simulation Training Using BP Neural Network -- 3.1 Building a BP Neural Network Model -- 3.2 Instance Verification -- 3.3 Results and Analysis -- 4 Concluding Remarks -- References -- Research on the Shape of Hair Dryer Handle Using Fuzzy Theory -- 1 Introduction -- 2 Research Purpose -- 3 Literature Review -- 3.1 Factor Analysis -- 3.2 Fuzzy Logic -- 4 Research Process and Methods -- 5 Investigation and Analysis -- 6 Conclusion -- References -- A Scheme for Determining Maintenance Task Priority -- 1 Introduction -- 2 Prioritization Model -- 3 Task Priority Classification -- 4 Case Study -- 5 Conclusion -- References -- An Improved Channel Assignment and Topology Control Algorithm in Cognitive Radio Networks -- 1 Introduction -- 2 System Model -- 3 Simulation Results -- 4 Summary -- References -- LFPS-HSDN: Link Failure Protection Scheme in Hybrid SDNs -- 1 Introduction -- 2 Related Work -- 3 Model Formulation -- 4 Failure Protection Scheme for Hybrid SDNs -- 4.1 SDN Candidate Selection Approach -- 4.2 Protection Path Selection Algorithm -- 5 Performance Evaluation -- 5.1 Simulation Setup -- 5.2 Number of SDN Switches -- 5.3 Average Protection Path Length and Maximum Link Utilization -- 6 Conclusion -- References. , Fractional Gradient Descent Algorithm for Nonlinear Additive Systems Using Weierstrass Approximation Method -- 1 Introduction -- 2 The Nonlinear Additive Model with Unknown Structure -- 3 The FGD Algorithm -- 3.1 GD Algorithm-Review -- 3.2 Fractional Derivative -- 3.3 FGD Algorithm -- 3.4 Properties of the FGD Algorithm -- 4 Preconditioned Matrix-Based FGD Algorithm -- 5 Example -- 5.1 A Simulation Example -- 5.2 A Tank Heater Example -- 6 Conclusions -- References -- Design and Implementation of a Low-Code and No-Code Platform Applied in Meteorological Monitoring Service -- 1 Introduction -- 2 Simulation and Co-Develop Platform -- 2.1 Concept of Low-Code/No-Code -- 2.2 Structure of Low-Code/No-Code -- 2.3 Development Mode Comparison -- 3 Key Technology -- 3.1 Process Engine and Service Orchestration Technology -- 3.2 Component Management Technology -- 3.3 Electron Frame -- 4 Application -- 5 Conclusions -- References -- Model-Data Driven Fusion Method Considering Charging Rate and Temperature to Predict RUL of Lithium-Ion Battery -- 1 Introduction -- 2 Improved SEDM-ISE -- 2.1 Relevant Indicators for Li-Ion Batteries -- 2.2 Description of Li-Ion Battery Datasets -- 2.3 Semi-empirical Degradation Model Considering Charging Rate and Temperature -- 3 Degradation Modeling of Li-Ion Batteries Based on PF -- 3.1 Model Derivation -- 3.2 ISE Parameter Update Based on PF -- 4 RUL Prediction with the Introduction of pSVR -- 4.1 Model Evaluation Indicators -- 4.2 Experimental Verification of ISE-PF-PSVR -- 5 Conclusion -- References -- Design of Indoor Air Purification Control System Based on STM32 -- 1 Introduction -- 2 Solution Design -- 3 Hardware Selection -- 4 Software Design -- 5 Simulation and Demonstration -- 6 Conclusion -- 7 Funding Project -- References -- Decentralized Oracle with Mechanism for Reputation and Incentive -- 1 Introduction. , 2 Related Methods.

Weitere Ausg.: Print version: Nakamatsu, Kazumi Advanced Intelligent Technologies for Information and Communication Singapore : Springer,c2023 ISBN 9789819952021

Sprache: Englisch