Recent Trends in Communication and Intelligent Systems: Proceedings of ICRTCIS 2020 (Algorithms for Intelligent Systems)

✍ Scribed by Aditya Kumar Singh Pundir (editor), Anupam Yadav (editor), Swagatam Das (editor)

• Publisher: Springer
• Year: 2021
• Tongue: English
• Leaves: 225
• Edition: 1st ed. 2021
• Category: Library

✦ Synopsis

This book presents best selected research papers presented at the International Conference on Recent Trends in Communication and Intelligent Systems (ICRTCIS 2020), organized by Arya College of Engineering and IT, Jaipur, on 20-21 November 2020. It discusses the latest technologies in communication and intelligent systems, covering various areas of communication engineering, such as signal processing, VLSI design, embedded systems, wireless communications, and electronics and communications in general. Featuring work by leading researchers and technocrats, the book serves as a valuable reference resource for young researchers and academics as well as practitioners in industry.

✦ Table of Contents

Organisation
Hosted by
International Advisory Committee
National Advisory Committee
Organizing Committee
Local Organizing Committee Chairs
Inaugural Ceremony
Chief Guest
Guest of Honor
Valedictory Ceremony
Chief Guest
Guest of Honor
Keynote Speakers
About Arya College of Engineering & I.T.
Preface
Contents
About the Editors
1 Exploring Feature Selection Using Supervised Machine Learning Algorithms for Establishing a Link Between Pulmonary Embolism and Cardiac Arrest
1 Introduction
1.1 Abbreviations
1.2 Dataset and Data Preprocessing
2 Methodology
2.1 Phase I (Establishment of Connectivity Between Pulmonary Embolism and Cardiac Arrest)
2.2 Phase II (Implementation of Machine Learning)
3 Results
3.1 Univariate Feature Selection
3.2 Support Vector Machine
3.3 Ensemble Classifier
3.4 Bagging Classifier
3.5 Comparison of Bagging Technique with Boosting Technique
3.6 Results of Previous Research
3.7 Overall Results of Proposed System
4 Conclusion and Future Scope
References
2 Speech Signal Compression and Reconstruction Using Compressive Sensing Approach
1 Introduction
2 Literature Survey
3 Compressive Sensing Basic Phenomena
4 Result & Analysis
4.1 Signal-to-Noise Ratio (SNR)
4.2 Compression Ratio
5 Conclusion
Acknowledgement
References
3 Breast Cancer Prediction Using Enhanced CNN-Based Image Classification Mechanism
1 Introduction
2 Related Work
3 Research Motivation and Challenges
3.1 Proposed Work
3.2 Process Flow
4 Results and Discussion
5 Simulation of the Time Consumption
6 Simulation of Accuracy
7 Conclusion and Future Scope
References
4 Dual Band Notched Microstrip Patch Antenna with Three Split Ring Resonator Slots
1 Introduction
2 SRR Slots Antenna Design
3 Result
4 Conclusion
References
5 Effective RF Coverage Planning for WMAN Network Using 5 GHZ Backhaul
1 Introduction
2 Configuration
3 Wireless Network Design
3.1 Backbone Network
4 Results
5 Conclusion and Applications
5.1 Applications
References
6 Security Enhancement of E-Healthcare System in Cloud Using Efficient Cryptographic Method
1 Introduction
1.1 Objective of Our LKH Model
2 Comparative Analysis
3 Methodology
4 Result and Discussion
4.1 Running Time of Encryption
4.2 Running Time of Decryption
5 Conclusion and Future Enhancement
References
7 Development of Low-Cost Indigenous Prototype Profiling Buoy System via Embedded Controller for Underwater Parameter Estimation
1 Introduction
2 Hydrodynamic Shape of Profiling Buoy
3 Embedded Controlling Mechanism
3.1 Embedded Controllers
3.2 Linear Actuator
3.3 SD Module
4 Flotation of Profiling Buoy
5 Field Trials
5.1 Iteration1: PVC Housing
5.2 Iteration2: Iron Housing
5.3 Iteration3: Combination of Both PVC and Iron Housing
6 Embedded Setup and Flotation of Buoy
7 Parameters Estimation and Data Analysis
8 Conclusion
References
8 Analysis of Infant Mortality Rate in India Using Time Series Analytics
1 Introduction
2 Related Work on Time Series in Various Domains
3 Results and Discussions
3.1 Infant Mortality Rate (IMR)
3.2 Crude Death Rate (CDR)
4 Conclusion
References
9 Comparison of Bias Correction Techniques for Global Climate Model Temperature
1 Introduction
2 Methodology
3 Result and Discussion
4 Conclusion
References
10 Identification of Adverse Drug Events from Social Networks
1 Introduction
2 Related Works
2.1 Adverse Drug Event Extraction Using Semi-automated Techniques
2.2 Adverse Drug Event Extraction Using Machine Learning Techniques
2.3 Drug Entity Extraction
2.4 Filtering Negated Adverse Drug Events
3 Overall System
3.1 Data Preprocessing
3.2 Drug Entity Extraction Using NER Approach
3.3 Adverse Drug Event Extraction
3.4 Identifying and Extraction of Relationship Between Drug and Adverse Events
4 Conclusion
Acknowledgements
References
11 A Novel Scheme for Energy Efficiency and Secure Routing Protocol in Wireless Sensor Networks
1 Introduction
2 Related Works
3 Problem Formulation
4 Proposed Energy Efficiency and Secure Routing Protocol
5 Performance Metrics
5.1 Energy Consumption
5.2 Packet Delivery Ratio
5.3 Route Length
6 Conclusion
References
12 AlziHelp: An Alzheimer Disease Detection and Assistive System Inside Smart Home Focusing 5G Using IoT and Machine Learning Approaches
1 Introduction
2 Related Work
3 Preliminaries
4 Proposed System
5 Conclusion
References
13 An Adjustment to the Composition of the Techniques for Clustering and Classification to Boost Crop Classification
1 Introduction
2 Literature Survey
3 Experiment Setup
4 Experiments and Their Results
4.1 Experiment I
4.2 Experiment II
4.3 Comparison of Results from Experiment I and Experiment II
5 Conclusion
References
14 Minimization of Torque Ripple and Incremental of Power Factor in Switched Reluctance Motor Drive
1 Introduction
2 Literature Review
3 Proposed Methodology
4 Results and Discussion
5 Conclusion
References
15 Optimization of Test Case Prioritization Using Automatic Dependency Detection
1 Introduction
2 Related Work
3 Proposed Methodology
3.1 Pre-processing
3.2 Dependency-Extraction
3.3 Prioritization
4 Results and Discussion
5 Conclusion and Future Scope
References
16 Model Selection for Parkinson’s Disease Classification Using Vocal Features
1 Introduction
2 Literature Review
3 Proposed Methodology
3.1 Data-Set
3.2 Feature Selection
3.3 Preparing Data for Modelling
3.4 Hyperparameter Optimization
3.5 Classification
3.5.1 Logistic Regression
3.5.2 K-Nearest Neighbor
3.5.3 Random Forest
3.5.4 Bagging Classifier
3.5.5 XGBoost Classifier
3.5.6 Stacking Classifier
4 Results and Discussion
5 Conclusion
References
17 XAI—An Approach for Understanding Decisions Made by Neural Network
1 Introduction
2 Literature Survey
3 Methodology
4 Results
5 Conclusion and Future Scope
References
18 Hybrid Shoulder Surfing Attack Proof Approach for User Authentication
1 Introduction
2 Proposed Hybrid Authentication Approach
2.1 Registration Phase
2.2 Authentication Region Generation Phase
2.3 Authentication Phase
3 Results and Discussion
4 Conclusion
References
19 Redistribution of Dynamic Routing Protocols (ISIS, OSPF, EIGRP), IPvfi Networks, and Their Performance Analysis
1 Introduction
2 Proposed System
2.1 Creation of Network
2.2 Redistribution of OSPF and EIGRP Network
2.3 Redistribution of OSPF and ISIS Network
2.4 Redistribution Between EIGRP and ISIS Network
3 Performance Evaluation
4 Result
5 Network Modelling
5.1 Redistribution Between EIGRP and ISIS
5.2 Redistribution between OSPF and ISIS through EIGRP
6 Conclusion and Future Enhancement
References
20 Single Layer Tri-UWB Patch Antenna for Osteoporosis Diagnosis and Measurement of Vibrational Resonances in Biomedical Engineering for Future Applications
1 Introduction
2 Antenna Design Specifications and Discussion
3 Simulated Parametric Analysis and Study
4 Result and Discussion
5 Resonance Absorption and Radiative Width
5.1 Resonance in Microtubules and Polarization Potential
6 Conclusion
7 Future Work and Scope
References
21 Development of Novel Evaluating Practices for Subjective Answers Using Natural Language Processing
1 Introduction
2 Literature Survey
3 Application of Natural Language Processing
3.1 Sentiment Analysis
3.2 Automatic Summarization
3.3 Email Classification
3.4 Conversational User Interface
4 Problem Definition
5 Proposed Solution
6 Technical Flow
7 Conclusion
8 Future Work
References
Author Index