Applications in Electronics Pervading Industry, Environment and Society

Name: Applications in Electronics Pervading Industry, Environment and Society | APPLEPIES 2020
Brand: Springer
Price: 213.99 EUR
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APPLEPIES 2020

Sergio Saponara Alessandro De Gloria(Herausgeber*in)

Springer (Verlag)

1. Auflage

Erschienen am 25. Januar 2021

XI, 298 Seiten

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978-3-030-66729-0 (ISBN)

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Inhalt

Intro
Preface
Contents
AI and ML Techniques
Implementation of Particle Image Velocimetry for Silo Discharge and Food Industry Seeds
1 Introduction
2 Experimental Setting Under Study
3 Particle Image Velocimetry Algorithm: Design and Implementation
3.1 Stage 1: Frame Enhancement Through Neural Networks
3.2 Stage 2: Particle Image Velocimetry Algorithm
3.3 Stage 3: Debugging the Motion Vectors
4 Embedded Implementation Using System on Chip
5 Results
6 Conclusions and Future Work
References
Analysis and Design of a Yolo like DNN for Smoke/Fire Detection for Low-cost Embedded Systems
1 Introduction
2 The Deep Neural Network Architecture
2.1 The Bounding Box Generator Subnetwork
2.2 The Support Classifier Subnetwork
2.3 The Alarm Generator Algorithm
3 The Dataset and the Training Procedure
4 Results of the Proposed DNN Technique
5 Conclusion
References
Video Grasping Classification Enhanced with Automatic Annotations
1 Introduction
2 Proposal
2.1 Annotation Network
2.2 Training Procedure
3 Experimental Results
3.1 Generalization Capability
3.2 Implementation
4 Conclusion
References
Enabling YOLOv2 Models to Monitor Fire and Smoke Detection Remotely in Smart Infrastructures
1 Introduction
2 YOLOv2 Implementation and Hardware Setup for Remote Control
2.1 YOLOv2 Design
2.2 Training and Validation
2.3 YOLOv2 Evaluation
2.4 Hardware Setup for Remote Control
3 Software Implementations
4 Experiment Results
5 Smart IoT Real-Time Model for Fire and Smoke Detection
6 Conclusion and Further Work
References
Exploring Unsupervised Learning on STM32 F4 Microcontroller
1 Introduction
2 Related Works
3 The Autonomous Edge Pipeline
3.1 Background
3.2 Methodology for the Autonomous Edge Pipeline (AEP)
4 Experimental Results
4.1 Assessing K-means on IoT Datasets
4.2 Autonomous Edge Pipeline
5 Conclusions and Future Work
References
Environmental Monitoring and E-health
Unobtrusive Accelerometer-Based Heart Rate Detection
1 Introduction
2 Status and Experiment
3 Discussion of the Results
4 Conclusions and Outlook
References
A Lightweight SiPM-Based Gamma-Ray Spectrometer for Environmental Monitoring with Drones
1 Introduction
2 System Design
3 Experimental Results
4 Conclusions
References
Winter: A Novel Low Power Modular Platform for Wearable and IoT Applications
1 Introduction
2 System Architecture
3 Firmware and Performance
3.1 Finite-State Machine
3.2 Power Consumption
3.3 Data Comparison
4 IoT Application: Indoor Environmental Monitoring
5 Conclusions
References
Hardware-Oriented Data Recovery Algorithms for Compressed Sensing-Based Vibration Diagnostics
1 Introduction
2 CS for SHM: From Theory to Implementation
2.1 Basics of CS
2.2 Data Recovery Algorithms
3 Experimental Validation
3.1 Materials and Methods
3.2 Results
4 Conclusions
References
Electronics for Health and Assisted Living
Automatic Generation of 3D Printable Tactile Paintings for the Visually Impaired
1 Introduction
2 Previous Works
3 Methods
4 Results
5 Conclusions
References
Validation of Soft Real-Time in Remote ECG Analysis
1 Introduction
2 Soft Real-Time ECG Analysis and Timing Infrastructure at Server
3 Experimental Framework, Testbenches and Results
4 Future Work
References
Software Architecture of a User-Level GNU/Linux Driver for a Complex E-Health Biosensor
1 Introduction
2 Software Architecture of Our BGW Driver
3 Experimental Framework, Testbenches and Results
4 Summary and Future Work
References
Enabling Smart Home Voice Control for Italian People with Dysarthria: Preliminary Analysis of Frame Rate Effect on Speech Recognition
1 Introduction
2 Data and Methods
2.1 Materials
2.2 Automatic Speech Recognition
2.3 Training and Testing
3 Experimental Setup and Results
4 Conclusion
References
Brain-Actuated Pick-Up and Delivery Service for Personal Care Robots: Implementation and Case Study
1 Introduction
2 The Smart Architecture
2.1 Devices and Sensors
2.2 The Brain Computer Interface
2.3 The Navigation and Object Manipulation Routines
3 Experimental Results
3.1 BCI Performance: Accuracy and Timing
3.2 PCR Routines Performance
4 Conclusions
References
Digital Techniques for Mechatronics, Energy and Critical Systems
Creation of a Digital Twin Model, Redesign of Plant Structure and New Fuzzy Logic Controller for the Cooling System of a Railway Locomotive
1 Introduction
2 Digital Twin Model
3 Verifying the Digital Twin Model
4 Analysis of Plant Modification
4.1 Results
5 Fuzzy Control
6 Conclusion
References
HDL Code Generation from SIMULINK Environment for Li-Ion Cells State of Charge and Parameter Estimation
1 Introduction
2 Related Works
3 Architecture
4 Results
5 Conclusions
References
Performance Comparison of Imputation Methods in Building Energy Data Sets
1 Introduction
2 Related Works
3 Experimental Setup
3.1 Provided Datasets
3.2 Procedures of Evaluation and Metrics
4 Discussion and Results
5 Conclusion
References
Design and Validation of a FPGA-Based HIL Simulator for Minimum Losses Control of a PMSM
1 Introduction
2 Mathematical Model of PMSM
2.1 Space Vector Modulation of the Inverter
2.2 Minimum Losses Field Oriented Control of the PMSM
3 Digital Implementation
4 Results and Conclusion
References
x86 System Management Mode (SMM) Evaluation for Mixed Critical Systems
1 Introduction
2 Related Work
3 Background
3.1 System Management Mode (SMM)
3.2 EFI Development Kit II (EDK2)
4 SMM Performance Assessment for Mixed Criticality Systems
4.1 Measurements on the Target Board
5 Conclusion and Future Work
References
Photonic Circuits and IoT for Communications
A Novel Pulse Compression Scheme in Coherent OTDR Using Direct Digital Synthesis and Nonlinear Frequency Modulation
1 Introduction
2 Theory and Operating Principle
3 Experimental Setup
4 Experimental Results and Discussions
5 Conclusions
References
Design and Analysis of RF/High-Speed SERDES in 28 nm CMOS Technology for Aerospace Applications
1 Introduction
2 SerDes Architecture
2.1 Flip-Flops Design
2.2 Pulse Generator Circuit
2.3 Clock Tree
3 Schematic Design Results
3.1 Symbol Error Rate and Eye Diagram Analysis
3.2 Single Event Effect Analysis
4 Layout Design and Post-layout Results
4.1 Layout Design
4.2 Post-layout Results
5 Conclusions
References
Enabling Transiently-Powered Communication via Backscattering Energy State Information
1 Introduction
1.1 The State-of-the-Art
1.2 The Problem Statement and Contributions
2 Systems Design
2.1 Receiver RX
2.2 Transmitter TX
2.3 Low-Frequency Oscillator
3 Results
4 Conclusions
References
Analysis and Design of Integrated VCO in 28 nm CMOS Technology for Aerospace Applications
1 Introduction
2 RO-Based VCOs
3 LC Tank Proposed VCO
3.1 Output Buffer Design
4 Layout Implementation
5 Results and Comparison
5.1 Schematic (Pre-layout) Simulations
5.2 Post Layout Simulations
6 SEE Simulations
7 State of the Art Comparison and Conclusions
References
vrLab: A Virtual and Remote Low Cost Electronics Lab Platform
1 Introduction
2 System Architecture
3 Implementation
3.1 USB Interface
3.2 Desk Area
3.3 Student Area
4 Conclusions and Future Work
References
Mechatronics, Energies and Industry 4.0
Mechatronic Design Optimization of an Electrical Drilling Machine for Trenchless Operations in Urban Environment
1 Introduction
2 Excavation Process: Modelling
2.1 Cutting Forces
2.2 Distributed Friction
2.3 Distributed Curvature Losses
3 Sizing of Drilling Motors
4 Conclusion and Future Developments
References
Analysis and Design of a Non-linear MPC Algorithm for Vehicle Trajectory Tracking and Obstacle Avoidance
1 Introduction
1.1 MPC vs PID Controllers
2 GRAMPC Library and MPC Development Environment
3 Vehicle's Model
3.1 Constraints Evaluation
4 Vehicle Trajectory Tracking and Obstacle Avoidance Results
4.1 Testbench Results
5 Conclusions and Future Works
References
Impact of Combined Roto-Linear Drives on the Design of Packaging Systems: Some Applications
1 Introduction
2 Benchmark Test Case N.1: Cartesian, Press Fit Assembly Cell
3 Benchmark Test Case N.2: Application of Direct Drive Solutions to the Assembly of Plastic Assemblies for Cosmetic and Pharmaceutic Industry
4 Conclusions and Future Developments
References
Preliminary Study of a Novel Lithium-Ion Low-Cost Battery Maintenance system
1 Introduction
2 The Battery Pack Accessibility Issue
3 The New Concept of Low-Cost Maintenance System
4 The Switch Matrix
5 Conclusion
References
Low Cost and Flexible Battery Framework for Micro-grid Applications
1 Introduction
2 Modular BMS Framework
3 Case Study and Battery Design
4 Preliminary Test Campaign
5 Conclusion
References
Survey of Positioning Technologies for In-Tunnel Railway Maintenance
1 Introduction
2 Indoor Environments Localization
2.1 Techniques for Processing Data from Localization Sensors
2.2 Indoor Positioning Technologies
3 Proposed Test and Studies
4 Conclusions
References
IoT, AI and ICT Applications
Edgine, A Runtime System for IoT Edge Applications
1 Introduction
2 Cross-Platform Edge Engine Implementation
3 Results and Discussion
4 Conclusion and Future Work
References
An Action-Selection Policy Generator for Reinforcement Learning Hardware Accelerators
1 Introduction
2 Q-Matrix Based Reinforcement Learning Algorithms
2.1 Action-Selection Policies
3 Hardware Architecture
4 Implementation Results
5 Conclusions
References
Porting Rulex Machine Learning Software to the Raspberry Pi as an Edge Computing Device
1 Introduction
2 Literature Review
2.1 Hardware Platform
2.2 Rulex
3 Porting Techniques and Tools
4 Forecast Results
5 Conclusion
References
High Voltage Isolated Bidirectional Network Interface for SoC-FPGA Based Devices
1 Introduction
1.1 State of the Art
2 System Description
2.1 Direction Switching Characteristics
2.2 Tests and Measurements
3 Conclusions and Work in Progress
References
A Comparison of Objective and Subjective Sleep Quality Measurement in a Group of Elderly Persons in a Home Environment
1 Introduction
2 State of the Art
3 Methodology
4 Results
5 Conclusion
References
A Preliminary Study on Aerosol Jet-Printed Stretchable Dry Electrode for Electromyography
1 Introduction
2 Materials and Methods
2.1 Sample Fabrication
2.2 Characterization
2.3 Results
3 Application to EMG
3.1 Electrode Fabrication
3.2 Application Setup
3.3 Results and Discussion
4 Conclusions
References
Author Index

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