Advanced IoT Sensors, Networks and Systems: Select Proceedings of SPIN 2022

Description

This volume comprises selected peer-reviewed proceedings of the 9th International Conference on Signal Processing and Integrated Networks (SPIN 2022). It aims to provide a comprehensive and broad-spectrum picture of state-of-the-art research and development in signal processing, IoT sensors, systems and technologies, cloud computing, wireless communication, and wireless sensor networks. This volume will provide a valuable resource for those in academia and industry. Foreword by Dr. Jon M. Jenkins Foreword by Dr. Vivek Lall Foreword by Prof. Harry E. Ruda Preface SPIN 2022 Amity University at a Glance SPIN 2022 Conference at a Glance Keynote/Invited Talks Contents About the Editors Artificial Intelligence, Machine Learning and Data Sciences Alzheimer’s Disease Classification Using Ensemble Methods 1 Introduction 2 Literature Survey 3 Materials and Methods 4 Result and Discussions 5 Conclusion References Difference-Attribute-Based Clustering for Ordinal Survey Data 1 Introduction 2 Characteristics of Survey Data 3 Related Work 4 Datasets and Preprocessing 5 The Proposed Methodology 6 Results and Discussion 6.1 Synthetic Dataset 6.2 Real Dataset 6.3 Discussion 7 Conclusion References Machine Learning Algorithms for Binary Classification of Breast Cancer 1 Introduction 2 Literature Review 3 Material and Methods 3.1 Database Description 3.2 Data Preprocessing 3.3 Machine Learning Algorithms for Breast Cancer Prediction 4 Performance Metrics 4.1 Accuracy 4.2 Recall 4.3 Precision 4.4 F1-Score 4.5 Confusion Matrix 5 Experiment and Results 6 Conclusion References Applications, Issues, and Deep Learning Analysis of Electronic Health Records 1 Introduction 2 Methodology Used 3 Applications of DL for EHR Analysis 3.1 Information Extraction 3.2 EHR Representation Learning 3.3 Outcome Prediction 3.4 Computational Phenotyping (CP) 3.5 Clinical Data De-identification 4 Issues and Challenges for Analysis of EHR 4.1 Data Privacy and Integrity 4.2 Interoperability 4.3 Adversarial Attack 4.4 Usability 4.5 Heterogeneity 5 DL Models for Electronic Health Records 6 Conclusion References Design and Implementation of Multiple-User Variable Rate Channel Assignment Method in Cognitive Radio System 1 Introduction 2 Literature Survey 3 Proposed Methodology 4 Implementation 5 Results 6 Conclusion References Wireless Communication, WSN and Adhoc Networks Design of Frequency Beam Scanning Antenna Using SIW for mm-wave Applications 1 Introduction 2 Designed Antenna Unit Cell and Array Configurations 2.1 Unit Cell Structure and Dispersion Diagram Analysis on HFSS 2.2 Antenna Array Considerations on CST 3 Simulated and Measured Results 3.1 Reflection Coefficient 3.2 Gain 3.3 Radiation Pattern 4 Conclusion References QUICLORIS: A Slow Denial-of-Service Attack on the QUIC Protocol 1 Introduction to QUIC 2 Related Works 3 Proposed System 3.1 Mitigation Techniques 4 Conclusion References Preventing Data Leakage by Trojans in Commercial and ASIC Applications Using TDM and DES Encryption and Decryption 1 Introduction 2 Data Security in Hardware Applications 3 Comprehensive Overview of TDM RECORD 4 Implementation and Result Analysis 5 Conclusion References Design of Helmet-Mounted Dual-Band Conformal Antenna for Military Applications 1 Introduction 2 Antenna Design 2.1 Non-conformal Patch Antenna Design Details 2.2 Conformal Antenna Design Details 3 Simulation Results 3.1 Simulation Result of Non-conformal Patch Antenna Design 3.2 Simulation Result of Conformal Antenna Design 4 Conclusion 5 Future Scope References An Experimental Study of IEEE 802.11n Devices for Vehicular Networks with Various Propagation Loss Models 1 Introduction 2 Motivation 3 Methodology 3.1 Propagation Loss Model 4 Result Analysis and Discussion 5 Conclusion References Cloud Computing, 5G and loT Performance Evaluation of Genetic Algorithm and Flower Pollination Algorithm for Scheduling Tasks in Cloud Computing 1 Introduction 2 System Model 2.1 Flower Pollination Algorithm (FPA) 2.2 Genetic Algorithm 3 Literature Review 4 Problem Statement 5 Methodology 5.1 Flower Pollination Algorithm Psudeocode 5.2 Genetic Algorithm Psudeocode 6 Experimentation and Results 6.1 Experiment Setup 6.2 Resuts and Analysis 7 Conclusion and Future Work References Malicious Node Detection in Heterogeneous Internet of Things 1 Introduction 1.1 Limitations and Threats 1.2 Malicious Node Detection 2 Literature Survey 3 IoT Communication Protocols 3.1 Bluetooth Low Energy 3.2 Wi-Fi 3.3 Zigbee 4 Methodology 4.1 RSSI 4.2 Advertising Interval and Traffic Features 4.3 Techniques for Detection 5 Experiment Design 5.1 Hardware Description 5.2 Software Tools 5.3 Testbed 6 Performance Evaluation 7 Conclusion and Future Work References Performance Evaluation of HSRP and GLBP Over OSPF and RIP Routing Protocols 1 Introduction 1.1 A Subsection Sample 1.2 Background Knowledge of RIPv2 1.3 Background Knowledge of HSRP 1.4 Background Knowledge of GLBP 2 Literature Review 3 Research Methodology 3.1 Problem Formulation 3.2 Conceptual Model 3.3 OSPF on Router 3.4 RIP on Router 3.5 Redundancy Protocols on Router 4 Result and Discussion 4.1 Scenario 1 OSPF + HSRP 4.2 Scenario 2 OSPF + GLBP 4.3 Scenario 3 RIP + HSRP 4.4 Scenario 4s RIP + GLBP 4.5 Evaluation 5 Conclusion References Comparative Analysis of Load Balancing Algorithm in Cloud Computing 1 Introduction 2 Related Work 3 Proposed Work 3.1 Main Components of Cloud Analyst Simulator 3.2 Simulation Scenario 4 Result Analysis 5 Conclusion References Robotics and Embedded Systems Securely Importing of Back-Up File into Cryptowallet 1 Introduction 2 Cryptowallet 2.1 Types of Cryptowallets 3 Problem Statement 4 Literature Survey 5 Proposed Work 5.1 Keys Generation 5.2 Wallet Importing 5.3 Verification 6 Results and Discussion 7 Conclusion References Trajectory Optimization of a Satellite 1 Introduction 2 Literature Survey 3 Working Description 3.1 Solving the Two Body Lambert Problem 3.2 Modeling the Spacecraft’s n-Body Trajectory 4 Results and Conclusion 4.1 Results 4.2 Conclusion 4.3 Future Scope References Artificial Intelligence-Aided Trajectory Planning for UAV 1 Introduction 2 Proposed Method 3 System Model 4 Results and Discussion 4.1 Terrain Model-1 4.2 Terrain Model-2 4.3 Terrain Model-3 5 Conclusion References Sensors and Sensor Technology 9T1R nvSRAM Cell with Improved Read Delay and Margin 1 Introduction 2 Memristor and Existing nvSRAM Cells 2.1 Memristor 2.2 Existing nvSRAM Cells 3 Proposed 9T1R nvSRAM Cell 3.1 Read Operation 3.2 Write Operation 3.3 Store Operation 3.4 Power Down Operation 3.5 Restore Operation 4 Performance Analysis 4.1 Read Performance 4.2 Write Performance 4.3 Store Performance 4.4 Restore Performance 5 Conclusion References Fractional-Order Capacitor Realization Based upon Active Inductor 1 Introduction 2 Fractional-Order Elements 3 Proposed Active Inductor-Based FOC Emulator 3.1 Proposed Active Inductor 3.2 Higher Order Approximations to Realize FOC 4 Simulation Results and Application 5 Conclusion References Modeling of Martian Ascent Launch Vehicle 1 Introduction 1.1 Space Travel 1.2 Mars Exploration Missions 1.3 Problem Statement 2 Martian Atmosphere and Geographic Model 3 Trajectory Parameters 4 Nozzle Characteristics 5 Mass Calculations 5.1 Payload Module Mass Calculations 5.2 Dry Mass and Structural Mass Calculations 6 Conclusion and Future Scope References