دانلود کتاب Proceedings of the 2nd International Conference on Signal and Data Processing: ICSDP 2022 (Lecture Notes in Electrical Engineering, 1026)

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Preface
Contents
About the Editors
A Triangular Patch Antenna for WLAN Application
1 Introduction
2 Methodology
3 Result and Discussion
4 Conclusion
References
Design and Analysis of Novel Miniaturized Metamaterial Structures for Multiband Applications
1 Introduction
2 Proposed Meta-Structure Design
2.1 Design Principle of Structures
3 Results and Discussions
3.1 Magnitude Plots
3.2 Meta-Structure 1 Electric Field Distribution
3.3 Nature and Application Area of the Structures
3.4 Comparison of Previous Works
4 Conclusion
References
Design of Compact UWB MIMO Antenna with High Isolation Using Square Swirl Shape EBG Structure
1 Introduction
2 Planar UWB MIMO Antenna Design
3 EBG Unit Cell Design and Implementation in Mutual Coupling Reduction of MIMO Antenna
4 Results and Discussion
5 Conclusions
References
Application of Windowing Techniques and Optimization Techniques for Thinned Narrow Beams from Antenna Arrays
1 Introduction
2 Windowing Techniques
2.1 Hamming Window
2.2 Blackman Window
2.3 Bartlett Window
3 Results and Discussions
4 Conclusions
References
Design and Fabrication of Microstrip Hexagonal Fractal Array Antenna for Wideband Applications
1 Introduction
2 Literature Survey
3 Antenna Design
3.1 Single Element Antenna Design
3.2 Antenna Array Design
4 Results and Discussions
4.1 Comparison of Simulation and Experimental Results
4.2 Comparison and Discussion
5 Conclusion
References
Enhanced Route Optimization Using Bat Algorithm in MANET
1 Introduction
2 Related Work of Swarm Intelligent Optimization
3 Proposed Method
4 Simulation Results
5 Conclusion
References
Analysis of SIMO Wireless Communication Systems Using Intelligent Reflecting Surfaces (IRS)
1 Introduction
2 System Model and Assumptions
3 SNR and Coverage Probability Analysis
3.1 SNR Analysis
3.2 Coverage Probability Analysis
4 Results and Discussion
5 Conclusion and Future Work
References
Optimization of All-Optical Logic Gates Based on HNLF-MZI and Phase Shifter Configuration
1 Introduction
2 Principle of Proposed OLGs
3 System Setup of NOT Logic
4 System Setup of AND Logic
5 System Setup of XOR Logic
6 Results and Discussions
7 Conclusion
References
Design and Implementation of 16-Bit Optimized RISC Processor with Novel Pipelining
1 Introduction
2 Related Work
3 Proposed Work
4 Instruction Set
5 Results and Observations
6 Comparative Analysis
7 Conclusion
References
Attention and Classification of Arithmetic Operation Tasks by Using Machine Learning Algorithm
1 Introduction
1.1 Literature Survey
2 Materials
2.1 Dataset
2.2 Feature Extraction
3 Methods
3.1 Design of Experiment
3.2 Subject Details
3.3 Task Level Details
4 Classification
5 Results
6 Discussion
7 Conclusion
References
Process Mining-Based Behavioral Modeling of Learners in Self-paced Learning Environment
1 Introduction
2 Related Work
3 Methodology
3.1 Data Source
3.2 Research Method
3.3 Process Discovery
3.4 Conformance Checking and Evaluation
4 Experimental Results and Discussion
4.1 Event Log
4.2 Process Discovery and Evaluation
4.3 Process Comparison and Stochastic Trace Alignment
5 Conclusion
References
Blockchain Scalability: Solutions, Challenges and Future Possibilities
1 Introduction
2 Definitions and Taxonomy
2.1 PoW
2.2 PoS
2.3 Delegated PoS
2.4 Proof of Authority
2.5 Byzantine Fault Tolerance
2.6 Practical Byzantine Fault Tolerance
2.7 Federated Byzantine Agreement
2.8 Delegated Byzantine Fault Tolerance
3 Need for Scalability
4 Scalability Solutions
4.1 First Layer Solutions
4.2 Second Layer Solutions
5 Discussions and Open Issues
References
Solution of Unit Commitment Problems in GAMS Computational Environment
1 Introduction
2 Problem Formulation
2.1 Power Demand Constraint
2.2 Power and Reserve Constraint
3 Solution Procedure
4 Results and Discussions
4.1 Case Study 1
4.2 Case Study 2
5 Conclusion and Future Scope
References
Taxonomy and Implications of Machine Learning for Internet of Things: Qualities, Uses and Algorithms
1 Introduction
2 What Is ML?
3 What Is IoT?
4 Qualities of ML
4.1 Automation
4.2 Intelligent Learning
4.3 No Human Intervention is Required
4.4 Continuous Improvement
4.5 Easily Identify Trends and Patterns
5 Qualities of IoT
5.1 Network Protocol
5.2 Data Transmission
5.3 Heterogeneity
5.4 Scalability
5.5 Sensings
5.6 Active Engagement
6 Machine Learning Used in Internet of Things
7 ML Algorıthm Used in IoT
7.1 K-Nearest Neighbours
7.2 Neural Networks
7.3 Reinforcement Learning
7.4 Decision Tree
7.5 K-Means Algorithm
8 Areas of Implementatıon of IoT in Machine Learning
8.1 Sensing Layer
8.2 Transport Layer
8.3 Service Layer
9 Comparison of Different ml Algorithms
10 Conclusion
References
Auto Organizer: A Machine Learning-Based Tool for Automatic Organization of Files
1 Introduction
2 Related Work
3 Proposed Methodology
3.1 PDF Classifier
3.2 Document Classifier
3.3 Audio Classifier
3.4 Image Classifier
4 Proposed Tool: Auto Organizer
4.1 Graphical User Interface
4.2 Organizer Page
4.3 SaveAs Feature
4.4 Sort Your Directory
5 Results and Discussions
6 Conclusions and Future Work
References
Twitter Spam Detection Using Different Machine Learning Techniques
1 Introduction
2 Literature Survey
3 Materials and Methods
4 Experimental Results
5 Conclusion
References
On the Role of Perceptual Information in Image Classification
1 Introduction
2 Related Work
2.1 Digital Halftoning
2.2 Linear Discriminant Analysis (LDA)
2.3 Convolutional Neural Networks (CNN)
2.4 Pearson’s Correlation Coefficient (PCC)
3 Proposed Work
3.1 Energy-Based Illusion Technique (EBIT)
3.2 Inverse Relative Density Ratio (IRDR)
3.3 General Testing Procedure
4 Experiments and Results
4.1 Experiment 1 (for LDA)
4.2 Experiment 2 (for CNN)
5 Conclusion and Future Work
References
Bengali Text Classification Based on Probability Measure
1 Introduction
2 Related Work
2.1 Supervised Text Classification Algorithms
2.2 Unsupervised Text Classification Algorithms
2.3 Semi-supervised Text Classification Algorithms
3 Proposed Text Classification Technique
4 Result and Discussion
5 Conclusion and Future Scope
References
Comprehensive Analysis on the Performance of Antenna Design Using Machine Learning Techniques
1 Introduction and Related Works
2 Machine Learning Optimization
2.1 Analysis Using ANN
2.2 Analysis Using kNN
2.3 Analysis Using SVM
2.4 Analysis Using GPR
2.5 Analysis Using ER
3 Results and Discussion
4 Conclusion
References
Hybrid Particle Swarm Optimization Based Deep Learning Model for the Stage Classification of Lung Cancer
1 Introduction
2 Literature Review
3 Methodology
4 Results and Discussion
5 Conclusion
References
Interference Cancellation by Using Viterbi Algorithm for Space Base AIS System
1 Introduction
2 Background Study of AIS System
2.1 AIS’s Specialized Characteristics
2.2 Packet Structure of Automatic ID System
2.3 AIS Message Format
2.4 Categorization of AIS Classes
2.5 Types of AIS Data and Access System
3 The Receiver of the Automatic Identification System
4 Proposed Model
5 Results Analysis and Discussion
5.1 Automatic-ID Transmitter
5.2 Receiver of AIS
6 Conclusion
References
A Stacked Multichannel Feature Map Based U-Net Model for Brain Tumor Segmentation
1 Introduction
2 Literature Review
3 Methodology
4 Results and Discussion
5 Conclusion
References
Spatial Attention Gated U-Net Structure for Capsule Endoscopy Image Super-Resolution
1 Introduction
2 Method
2.1 Network Architecture
2.2 Loss Functions
3 Experiments and Results
3.1 Dataset
3.2 Network Training Details
3.3 Evaluation Parameters
3.4 SSIM
3.5 Results
4 Conclusion
References
Feature Engineering and Selection for the Identification of Fake News in Social Media
1 Introduction
2 Related Work
3 Dataset
4 Methodology
5 Experiments and Results
5.1 Raw Features Model
5.2 Standardized Features Model
6 Discussion
6.1 Performance on Publicly Available Dataset
6.2 Feature Selection
6.3 Relevance of Social Context Features
7 Conclusions
Appendix
References
Early Detection of Pathological Myopia in Fundus Images Using Deep Learning
1 Introduction
2 Related Work
3 Methodology
3.1 Dataset
3.2 Approach Used
4 Results
5 Conclusion and Future Work
References
An Investigation on the Extractive Summarization of Kannada Text
1 Introduction
2 Literature Review
3 Methodology
3.1 The Pre-processing Phase
3.2 The Processing Phase
4 Results and Discussion
5 Conclusion
References
Rice Plant Leaf Disease Detection—A Comparison of Various Methodologies
1 Introduction
2 Literature Review
3 Proposed Work
3.1 Dataset
3.2 Convolutional Neural Networks
3.3 Data Augmentation
3.4 GAN
4 Experimental Analysis and Results
5 Conclusions
References
Combating Fake News with Machine Learning and Deep Learning Methods
1 Introduction
1.1 Problem Being Addressed
1.2 Victims of the Problem and Where Does It Occur
1.3 Necessity to Solve the Problem
1.4 Outline of Solution Being Proposed
2 Related Works
3 Proposed Methodology
4 Results and Discussions
5 Conclusion
References
Employing Soft Computing-Based GGA-MLP for Hyperparameter Optimization in COVID-19-Infected Lung Image Data Classification
1 Introduction
2 Literature Review
3 Materials and Methods
3.1 Dataset Description
3.2 MLP-Mixer
3.3 Genetic Algorithm and Hyperparameter Optimization
4 Proposed Method
5 Results and Discussion
6 Conclusions and Future Scope
References
Forecasting with Fuzzy Time Series and Variation
1 Introduction
2 Background
3 Proposed System
3.1 Describe the Universal Set (Z)
3.2 Partitioned the Universal Set (Z) Into Several Equal Length Intervals
3.3 Describe the Fuzzy Set on the Universe of Discourse (Z)
3.4 Fuzzify the Past Training Facts
3.5 Establishing Fuzzy Logical Relationships
3.6 Establishing Variations with Respect to Mid Points
4 Retransformed for Forecasting the Value
4.1 A Subsection Sample
5 Experimental Results
6 Conclusion
References
Effective Classification Model for Predicting Earthquake Using Machine Learning
1 Introduction
2 Related Works
3 Methodology
3.1 Data Collection
3.2 Data Preprocessing
3.3 Feature Engineering
4 Experimental Results
5 Conclusion
References
YouTube Spam Comment Detection
1 Introduction
2 Literature Review.
3 Methodology
3.1 Technical Module
4 Result
5 Conclusion and Future Scope
References
Forecasting the Indian Financial Markets with LSTM and Price Indicators
1 Introduction
2 Related Work
3 Datasets and Preprocessing
4 Proposed Model
5 Results and Discussions
6 Conclusions
References
Employing Blockchain and Machine Learning for Monitoring the Accumulation and Dispensation of Covid-19 Vaccine
1 Introduction
2 Related Work
3 The Proposed Architecture
3.1 Phases of Vaccine Supply
3.2 Smart Contracts
3.3 Sequence Diagram
3.4 Rules for Quality Check
4 Implementations
4.1 Metrics for Comparison
5 Results
6 Conclusions
References
A Security Enhanced Image Encryption and Compression Using Residue Number System and Discrete Cosine Transform
1 Introduction
1.1 Image Encryption
1.2 Image Compression
1.3 Literature Survey
2 Mathematical Preliminaries’
2.1 RNS Based Number System
2.2 Fixed Radix to RNS Conversion
2.3 RNS to Fixed Radix Conversion
2.4 Discrete Cosine Transform (DCT)
3 Methodology
3.1 RNS Encryption
3.2 DCT Compression
4 Experimental Result and Analysis
4.1 Histogram Analysis
4.2 Standard Deviation (SD)
4.3 Entorpy
4.4 Analysis of Correlation Between Adjacent Pixels
4.5 Sensitivity Analysis Using NPCR and UACI
4.6 Compression Ratio
4.7 Inverse DCT and Decryption Using RNS
4.8 Mean Square Error and PSNR
4.9 Time Complexity
5 Conclusions
References
Detecting and Classifying the Vehicles in Traffic Signal Using Transfer Learning
1 Introduction
2 Methodology
3 Conclusion
References
Continuous Authentication Using Gait Patterns
1 Introduction
2 Literature Review
3 Methodology
3.1 Dataset Description
3.2 Data Preprocessing
3.3 Feature Extraction
3.4 Feature Selection
3.5 Data Augmentation
3.6 Evaluation Metric: Equal Error Rate (EER)
4 Experiments and Discussion
5 Conclusion
References
Solution of Co-generation Economic Dispatch Problem Using Optimization Tool
1 Introduction
2 CHPED Problem Formulation
3 Interior Point Algorithm
4 Results and Discussion
5 Conclusion
References
Stabilization of Uncertain Nonlinear Chaotic System Using PI SMC
1 Introduction
2 System Description
3 Controller and Sliding Surface Design
4 Simulation Results and Discussion
5 Conclusion
References
Autologous Blood Transfusion Automated Model Using Semi-intraoperative Cell Salvaging Technique
1 Introduction
2 Materials and Methodology
3 System Description
4 Results and Discussion
4.1 Analysis
References
Animal Health Monitoring Using Smart Wearable Device
1 Introduction
2 Previous Work
3 Proposed Scheme
3.1 Internet of Things
3.2 Pulse Rate Sensor Module
3.3 Temperature Sensor Module
3.4 GPS Tracker
3.5 Arduino Board
4 Results and Discussion
5 Conclusion and Future Scope
References
Development of an EEG Controlled System for Neuro-Prosthetics
1 Introduction
2 Materials and Methodology
2.1 Software Implementation
2.2 Hardware Implementation
3 Results
3.1 Discussion
3.2 Conclusion
References
Power Flow Control in AC Distribution Network Connected to Electric Vehicle Charging Station
1 Introduction
2 Proposed Scheme
3 System Formulation and Control
4 Results and Discussion
5 Conclusion
References
A Smart Device for Automatic Detection of Lane-Marking on the Roads Using Image Processing
1 Introduction
2 Literature Survey
3 Proposed System
3.1 Lane Detection
3.2 Edge Detection
3.3 Noise Cancelling
3.4 Haugh Transform
4 Conclusion
References
Low-Cost Home Automation System Exploiting Power Line Carrier Communication Architecture
1 Introduction and Background
2 System Description
3 Power Line Carrier Communication
3.1 PLCC (KQ-330) Module
3.2 Power Supply
3.3 Switching Relay Module
3.4 Arduino Uno
3.5 Sensor Assembly
4 Experimental Setup
4.1 Methodology Used
5 Experimental Results
6 Conclusion
References
Implementation of Solar Photovoltaic System with Switched Inductor Z-Source Inverter
1 Introduction
2 Switched Inductor Z-Source Inverter (SLZSI)
3 Mathematical Model of Switched Inductor ZSI
4 SLZSI with Simple Boost PWM (SBPWM)
5 Results and Discussions
6 Conclusion
References
Application of Independent Component Analysis for Determination of Factors Influencing Power Generation: In the Indian Context
1 Introduction
2 Independent Component Analysis
3 Model of Power Generation and ICA Execution
4 Result Validation with Discussion
5 Conclusion and Future Scope
References
Design and Implementation of Smart Text Reader System for People with Vision Impairment
1 Introduction
2 Literature Review
3 Problem Statement
4 Proposed Method
5 Dataset Description
6 Experimental Results
7 Conclusion
References
Correction to: Design and Implementation of 16-Bit Optimized RISC Processor with Novel Pipelining
Correction to: Chapter 9 in: K. P. Ray et al. (eds.), Proceedings of the 2nd International Conference on Signal and Data Processing, Lecture Notes in Electrical Engineering 1026, https://doi.org/10.1007/978-981-99-1410-4_9