Intelligent Cyber Physical Systems and Internet of Things : ICoICI 2022 / edited by Jude Hemanth, Danilo Pelusi, Joy Iong-Zong Chen.

Format:

Book

Contributor:

Chen, Joy Iong-zong, editor.

Pelusi, Danilo, editor.

Hemanth, D. Jude, editor.

Series:

Engineering Cyber-Physical Systems and Critical Infrastructures, 2731-5010 ; 3

Language:

English

Subjects (All):

Cooperating objects (Computer systems).

Engineering--Data processing.

Engineering.

Computational intelligence.

Big data.

Artificial intelligence.

Cyber-Physical Systems.

Data Engineering.

Computational Intelligence.

Big Data.

Artificial Intelligence.

Local Subjects:

Cyber-Physical Systems.

Data Engineering.

Computational Intelligence.

Big Data.

Artificial Intelligence.

Physical Description:

1 online resource (896 pages)

Edition:

1st ed. 2023.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2023.

Summary:

This book highlights the potential research areas of Information and Communication Technologies (ICT), such as the research in the field of modern computing and communication technologies that deal with different aspects of data analysis and network connectivity to develop solution for the emerging real-time information system challenges; contains a brief discussion about the progression from information systems to intelligent information systems, development of autonomous systems, real-time implementation of Internet of Things (IoT) and Cyber Physical Systems (CPS), fundamentals of intelligent information systems and analytical activities; helps to gain a significant research knowledge on modern communication technologies from the novel research contributions dealing with different aspects of communication systems, which showcase effective technological solutions that can be used for the implementation of novel distributed wireless communication systems. The individual chapters included in this book will provide a valuable resource for the researchers, scientists, scholars, and research enthusiasts, who have more interest in Information and Communication Technologies (ICT). Encompassing the contributions of professors and researchers from Indian and other foreign universities, this book will be of interest to students, researchers, and practitioners, as well as members of the general public interested in the realm of Internet of Things (IoT) and Cyber Physical Systems (CPS).

Contents:

Intro

Preface

Contents

Term Frequency Tokenization for Fake News Detection

1 Introduction

2 Literature Review

3 Methodology

4 Results and Discussion

5 Conclusion

References

Aquaculture Monitoring System Using Internet of Things

2 Related Works

3.1 Data Extraction

3.2 Data Telemetry and Visualization

3.3 Parameter Prediction

3.4 Chatbot

3.5 Water Quality Maintenance

4 Design and Implementation

4.1 Hardware Details

4.2 Software Details

4.3 Overview of Implementation

4.4 Implementation of pH Prediction

5 Results and Discussion

5.1 Sensor Data Visualization in IBM Watson Internet of Things Platform

5.2 Parameter Prediction

5.3 Chatbot

5.4 Android App

6 Conclusion and Future Scope

A Comprehensive Study and Implementation of Memory Malware Analysis with Its Application for the Case Study of CRIDEX

2 Background Work

3 Related Work

4 Memory Malware Analysis Approach

5 Available Tools

6 CRIDEX Case Study

7 Conclusion

IoT Based Anti Poaching of Trees and Protection of Forest

3 Proposed Work

4 Results

5 Conclusion and Future Works

5.1 Conclusion

5.2 Future Works

Artificial Intelligence Based Efficient Activity Recognition with Real Time Implementation for ATM Security

3 Proposed Model

4 Results and Dıscussıon

Terror Attack Classification with the Application of Orange Data Mining Tool and Neo4j Sandbox

1.1 Dataset

1.2 Graph and Neo4j

2 Literature Survey

3.1 Graph Creation

3.2 Graph Embedding Calculation

4 Model Building

4.1 Counting Null Values.

4.2 Removal of Redundant Data

4.3 Dimension Reduction

4.4 Data Scaling

5 Results and Analysis

6 Conclusion

Multipurpose IoT Based Camera Using Deep Learning

2 Related Work

3.1 Hardware Integration

3.2 Training the Model

3.3 Detect and Predict Mask

3.4 Eye on Mask

3.5 Eye Open or Closed

3.6 Eye and Eye Ball Contours

3.7 Head Pose of Person

3.8 Function Calling and Display of Output

4 Result Analysis

Dr. Watson AI Based Healthcare Technology Project

2 Methodology

3 Implementation

4.1 Home Page

4.2 Dashboard Page

4.3 Medicine Prescriber

4.4 Diabetic Analyzer

4.5 Covid Predictor

4.6 Watson Assistant Chatbot

Empirical and Statistical Comparison of RSA and El-Gamal in Terms of Time Complexity

3 Run Time Comparison of RSA and EL Gamal Protocols Used in MANET

4 Fundamental Theorem of Finite Difference

5 Result and Analysis

6 Conclusions and Future Work

IoT Communication to Capture and Store Data to Thingspeak Cloud Using NodeMCU and Ultrasonic Sensor

5 Conclusion and Future Scope

A Comprehensive Study on Cloud Computing: Architecture, Load Balancing, Task Scheduling and Meta-Heuristic Optimization

2 Cloud Computing: Architecture

2.1 Overview

2.2 Features of Cloud Computing

2.3 Architecture

2.4 Data Center in Cloud Network

2.5 Virtual Machines in Cloud Computing

2.6 Motivation of Study

3 Load Balancing in Cloud Computing

3.1 Classification of LB Techniques

3.2 Load Balancing Metrics

4 Task Scheduling in Cloud Environment.

4.1 Types of Task Scheduling

4.2 Framework of TS in CC Environment

5 Meta-Heuristic Optimization Techniques

6 Literature Survey

6.1 Research Gaps and Issues

Balancing Exploration and Exploitation in Nature Inspired Computing Algorithm

2 Existing Work

2.1 Particle Swarm Optimization

3.1 Improved Multiple Particle Swarm Optimization (IMPSO)

4 Results and Discusssion

Blockchain Based Secure, Efficient, and Scalable Platform for the Organ Donation Process of Healthcare Industry

3 Preliminaries

3.1 Blockchain

3.2 Ethereum

3.3 Smart Contracts

4 The Proposed Organ Donation Platform Using Blockchain Technology

6 Conclusions and Future Works

Image Enhancement in Frequency Domain Fingerprint Detection and Matching Approach

2 Frequency Domain Approach in Enhancement

3 Adopted Methodology

5 Simulation Results and Discussion

Developing Machine Learning Based Mobile App for Agriculture Application

2 Relevance

4 Proposed Work

5 Block Diagram

6 Architecture Description

7 Live Field Status

8 Crop Detection and Market Prediction

8.1 Data Gathering

8.2 Data Pre-processing

9 Crop Detection

9.1 Image Acquisition

9.2 Image Pre-processing

9.3 Feature Extraction

9.4 SVM Classification

9.5 Segmentation

10 Implementation and Result Analysis

10.1 Home Screen Along with Application Menu

10.2 Confusion Matrix

10.3 ML Model Comparison

10.4 Notification and Information

11 Conclusion

Attack Detection in IoT Using Machine Learning-A Survey

1 Introduction.

2 IoT Architectures Attacks and Attacks Detection

3 Challenges

4 Conclusion

An Extensive Study on Logic Emerging IoT Adiabatic Techniques for Low-Power Circuit

2 Background on Adiabatic Circuits

3 Recent Developments

3.1 Adiabatic Circuits for RF-Powered IoT Applications

3.2 Adiabatic Logic Enhanced Hardware Security

4 Avoid Common Mistakes to Adiabatic Logic Design

4.1 Don't Use Diodes

4.2 Rules of Don't Disobey Transistor

4.3 Use Reversible Logic

4.4 Don't Over-Constrain the Design

A Critical Review of Agri-Food Supply Management with Traceability and Transparency Using Blockchain Technology

1.1 Motivation and Contribution of Research Work

2.1 Traceability

2.2 Efficiency

2.3 Privacy

2.4 Cost

2.5 Inventory Management

3 Blockchain Implementation Challenges

Face-Anti-spoofing Based on Liveness Detection

3 Proposed Methodology

3.1 Dataset Gathering

3.2 Data Pre-processing

3.3 Model Parameter

4 Simulation Result

4.1 Performance Matrix

4.2 Confusion Matrix

PDR Analysis and Network Optimization of Routing Protocols for Edge Networks

1.1 Dynamic Source Routing (DSR)

1.2 Ad-hoc On-demand Distance Vector (AODV)

Privacy Threat Reduction Using Modified Multi-line Code Generation Algorithm (MMLCGA) for Cancelable Biometric Technique (CBT)

3 Proposed Method

3.1 System Modules

3.2 System Architecture

4 Implementation Details

4.1 Binarization

4.2 Contextual Filtering

4.3 Thinning

4.4 Minutiae Extraction.

4.5 Line Code Algorithm

Systematic Literature Review-IoT-Based Supply Chain Management in Industry 4.0

2 IoT Based Supply Chain Management in Industry 4.0

3 Principles and Methods

3.1 Review Principles

3.2 Systematic Literature Review Method

4 Review of Research Trends

5 Content Analysis

6 Industry 4.0 and IoT in Supply Chain Research (Future Work)

A Review on Urban Flood Management Techniques for the Smart City and Future Research

3 Analysis and Discussion

Application of Distributed Constraint Optimization Technique for Privacy Preservation in Cyber-Physical Systems

3 Proposed Mechanism

4 Experimental Results

5 Future Work

Grip Assisting Glove for Charcot-Marie-Tooth Patients

2.1 Smart Muscle Strength Assessment Glove for Rehabilitation Purposes [7]

2.2 Calibration and Evaluation of a Force Measurement Glove for Field-Based Monitoring of Manual Wheelchair Users [8]

2.3 A Fabricated Force Glove that Measures Hand Forces During Activities of Daily Living [9]

2.4 Wearable System with Embedded Force Sensors for Neurological Rehabilitation Trainings [10]

2.5 Tactile Sensorized Glove for Force and Motion Sensing [11]

2.6 Smart Glove to Measure a Grip Force of the Workers [12]

2.7 Force-Sensing Glove System for Measurement of Hand Forces During Motorbike Riding [13]

2.8 Smart Tactile Gloves for Haptic Interaction, Communication and Rehabilitation [14]

3 Working/Methodology

3.1 Sensing and Analog Signal Condition Block

3.2 Continuous Force Monitoring Block

3.3 Haptic Feedback Block.

4 Design of the Glove.

Other Format:

Print version: Hemanth, Jude Intelligent Cyber Physical Systems and Internet of Things

ISBN:

3-031-18497-1