Advances in signal processing and communication engineering : select proceedings of ICASPACE 2021 / / Pradip Kumar Jain [and three others] editors

• Pubblicazione: Singapore : , : Springer, , [2022]; ©2022
• Descrizione fisica: 1 online resource (515 pages)
• Disciplina: 621.3822
• Soggetto topico: Signal processing; Telecommunication; Processament de senyals; Sistemes de telecomunicació
• Soggetto genere / forma: Congressos; Llibres electrònics
• Persona (resp. second.): Kumar JainPradip
• Nota di bibliografia: Includes bibliographical references.
• Nota di contenuto: Intro -- ICASPACE 2021-Organising Committee -- Preface -- Acknowledgements -- Contents -- About the Editors -- Lumped Circuit Modeling at Nanoscale (Part-I: Dielectric Anisotropy) -- 1 Introduction -- 2 Dielectric Anisotropy -- 3 Fields Internal and External to the Sphere -- 4 Angle(s) of Refraction -- 5 Numerical Examples -- 6 Conclusions -- References -- Lumped Circuit Modeling at Nanoscale (Part-II: Coupling Between Two Nanospheres) -- 1 Introduction -- 2 A Nanosphere in a Uniform Field -- 3 Terminal Behavior -- 4 Coupling Between Two Anisotropic Nanospheres -- 5 Conclusions -- References -- Deep Learning Model for Multiclass Classification of Diabetic Retinal Fundus Images Using Gradient Descent Optimization -- 1 Introduction -- 1.1 Motivation -- 1.2 Related Works -- 2 Materials and Methodology -- 3 Results and Discussion -- 4 Conclusion -- References -- Configuration of the Communication Radius for Partial Coverage in WSN -- 1 Introduction -- 2 System Model -- 3 Relationship Between Partial Coverage and Full Connectivity -- 4 Conclusion -- References -- Bandwidth Enhancement of Two Element Closely Spaced MIMO Antenna for WLAN Applications -- 1 Introduction -- 2 Design and Geometry of S-Shaped Slot MIMO Antenna -- 2.1 Design of SSS Unit Antenna Element -- 2.2 Two Element S-Shaped Slot MIMO Antenna -- 3 Results and Discussion of SSS MIMO Antenna -- 3.1 Envelope Correlation Efficient (ECC) -- 3.2 Channel Capacity Loss (CCL) -- 4 Conclusion -- References -- Early Prediction of Sepsis Using Convolutional and Recurrent Neural Networks -- 1 Introduction -- 2 Related Work -- 3 Data -- 3.1 Dataset -- 3.2 Data Preprocessing -- 4 Methodology -- 4.1 Convolution Neural Network -- 4.2 Recurrent Neural Network -- 5 Results -- 6 Conclusions and Future Work -- References. ; Content-Based Nonlinear Filter for the Removal of Impulsively Modeled Artifacts from Images and Videos -- 1 Introduction -- 2 Noise Model for All the Degradation -- 3 Proposed Algorithm -- 4 Insight of the Proposed Methodology -- 5 Simulation Results and Discussions -- 6 Conclusion -- References -- Hardware Implementation of Epidermis Segmentation in Skin Histopathological Images -- 1 Introduction -- 2 Proposed Hardware Implementation -- 2.1 Image Threshold and Complement (T& -- C) -- 2.2 Image Dilation -- 2.3 Connected Component Analysis -- 2.4 Epidermis Mask Extraction -- 3 Experimental Result -- 4 Conclusion -- References -- Dual-Band MIMO Antenna with Enhanced Isolation Using Fractal Isolators -- 1 Introduction -- 2 Antenna Designing and Structure -- 3 Result and Discussion -- 3.1 Bandwidth -- 3.2 Radiation Characteristic -- 4 MIMO Performance Analysis -- 5 Conclusion -- References -- Sub-graph p-Cycle Formation for Span Failures in All-Optical Networks -- 1 Introduction -- 2 p-Cycles and Related Works -- 3 Proposed Method: Sub-graphing Using Minimum Cut-Set Algorithm -- 4 Results for Different Topology -- 5 Conclusion -- References -- Single-Precision Floating-Point Multiplier Design Using Quantum-Dot Cellular Automata with Power Dissipation Analysis -- 1 Introduction -- 2 Literature Survey -- 3 Floating-Point Multiplier -- 3.1 Calculation of Sign Bit -- 3.2 Calculation of Exponent -- 3.3 Calculation of Mantissa -- 4 Proposed QCA Layout of Floating-Point Multiplier -- 5 Simulation Results of Proposed Layout -- 6 Power Dissipation of Floating-Point Multiplier -- 7 Conclusion -- References -- Compression Techniques for Low Power Hardware Accelerator Design: Case Studies -- 1 Introduction -- 2 Network Compression and Hardware Design Methods -- 2.1 Quantization Using Simple k-Means -- 2.2 Winograd Algorithm for Hardware Compression. ; 3 Hardware Design Using Compression Techniques -- 4 Results and Analysis -- 4.1 Accuracy -- 4.2 MAC Reductions -- 5 Conclusion -- References -- Sequence Set Design for Radar System -- 1 Introduction -- 2 Waveform Design -- 2.1 Orthogonal Phase Overlay -- 2.2 Derivative Phase Overlay -- 2.3 Prometheus Ortho-Normal Sets Overlay -- 3 Implementation of CD Algorithm -- 3.1 Optimized Polyphase Overlay -- 4 Results and Discussions -- 5 Conclusion -- References -- Design of an All Digital Phase-Locked Loop Using Cordic Algorithm -- 1 Introduction -- 1.1 PLL -- 1.2 Classification of PLLs -- 1.3 All Digital PLL -- 1.4 CORDIC Algorithm -- 2 Design of CORDIC ADPLL -- 2.1 The Architecture of CORDIC ADPLL -- 2.2 The CORDIC ADPLL Algorithm -- 3 Results -- 3.1 ADPLL Implementation in MATLAB -- 3.2 Results of HDL Implementation in ModelSim -- 4 Conclusions -- References -- Analysis of Deep Learning Algorithms for Image Denoising -- 1 Introduction -- 2 Modeling and Methodology -- 3 Modeling Results and Discussion -- 4 Conclusion -- References -- An Extensive Survey on Assessment of Multicore Processors for Embedded Systems -- 1 Introduction -- 2 Methodologies -- 3 Related Work -- 4 Design and Specifications -- 5 Conclusion -- References -- Image Segmentation Techniques and Optimization Algorithms for Lung Cancer Detection -- 1 Introduction -- 2 Literature Review -- 3 Methods -- 3.1 Preprocessing -- 3.2 K-means Clustering Algorithm -- 3.3 K-median Clustering Algorithm -- 3.4 Particle Swarm Optimization (PSO) -- 3.5 Inertia Weighted Particle Swarm Optimization (IWPSO) -- 3.6 KNN Algorithm -- 3.7 Confusion Matrix -- 4 Performance Measures -- 5 Simulation Results -- 5.1 Results of Image Segmentation -- 6 Conclusion and Future Scope -- References -- Handwritten to Text Document Converter -- 1 Introduction -- 2 Literature Survey -- 3 Proposed Methods and Simulation Results. ; 3.1 Convolutional Neural Network (CNN) -- 3.2 Recurrent Neural Network -- 3.3 Connectionist Temporal Classification (CTC) -- 3.4 Training -- 3.5 Model Evaluation -- 4 Conclusion and Future Scope -- 4.1 Conclusion -- 4.2 Future Scope -- References -- An Efficient Energy Aware for Reliable Route Discovery Using Energy with Movement Detection Technique in MANET -- 1 Introduction -- 2 Related Work -- 3 Approaches for Improving Energy Efficiency -- 3.1 Algorithm of E-DSR Proposed Routing -- 4 Simulation Architecture -- 4.1 Network Simulation Inputs -- 4.2 Network Throughput -- 4.3 Routing Load Analysis -- 4.4 Percentage of Data Receiving -- 4.5 Energy Utilization Analysis of Nodes -- 5 Conclusion -- References -- Design and Implementation of Imprecise Adders for Low-Power Applications -- 1 Introduction -- 2 Accurate and Approximate Mirror Adders -- 3 Image Compression -- 4 Result -- 5 Conclusion -- References -- Speech Processed Public Addressing System -- 1 Introduction -- 2 System Overview -- 3 Transforms and Pitch Shifting -- 3.1 Transforms -- 3.2 Heisenberg Uncertainty Principle -- 3.3 Various Pitch Shifting Algorithms -- 4 Results -- 4.1 Simulation Results of Frequency Scaling -- 4.2 Simulation Results of Pitch Shifting Using STFT -- 4.3 MATLAB Plots Depicting the Pitch Shifting for a Human Voice -- 5 Conclusions -- 6 Future Scope -- References -- An Approach Towards Data Privacy Issues in Distributed Cyber Physical System -- 1 Introduction -- 1.1 A Subsection Sample -- 2 Related Works -- 2.1 A Subsection Sample -- 3 The General Workflow for Cyber Physical System -- 4 Objectives and Threats of CPS Security -- 5 The Proposed Framework for Security -- 6 Conclusion -- References -- Classification of LPI Radar Signals Using Multilayer Perceptron (MLP) Neural Networks -- 1 Introduction -- 2 Methodology -- 2.1 Autonomous Preprocessing. ; 2.2 Preprocessing of MST TF Images -- 2.3 The 2D DFT and Frequency Domain Filtering -- 3 Principal Components Analysis -- 4 Classification Network -- 5 Results and Discussion -- 5.1 Optimization of MLPNN -- 6 Conclusion -- References -- A Systematic Review on Screening of Diabetic Retinopathy and Maculopathy Using Artificial Intelligence -- 1 Introduction -- 2 Image Analysis -- 2.1 Artificial Neural Networks (ANN) -- 2.2 Convolutional Neural Networks (CNN) -- 3 Methods to Overcome Inadequate Dataset -- 4 General Methodologies -- 5 AI in Teleophthalmology -- 6 Discussion -- References -- Area Efficient and High-Throughput Radix-4 1024-Point FFT Processor for DSP Applications -- 1 Introduction -- 2 Literature Survey -- 3 Four Parallel Path FFT Processor -- 4 Result Analysis -- 5 Conclusion -- References -- Air Quality Monitoring System Based on Artificial Intelligence -- 1 Introduction -- 2 Previous Work -- 3 System Design -- 3.1 Data Sensing -- 3.2 Algorithm for the Developed System -- 3.3 Software Configuration -- 4 Results -- 5 Conclusion -- References -- An Improved Technique for Identification of Forgery Image Detection Using Clustering Method -- 1 Introduction -- 2 Related Work -- 3 Existing Method -- 4 Feature Extraction -- 5 Group Matching -- 6 Proposed Method -- 7 Forgery Localization -- 8 Evaluation Performance -- 9 Conclusion -- References -- EEG Signal Analysis During Stroop Task for Checking the Effect of Sleep Deprivation -- 1 Introduction -- 2 Methodology -- 2.1 Spectral Entropy -- 2.2 Lyapunov Exponent -- 2.3 Detrended Fluctuation Analysis -- 2.4 Higuchi Fractal Analysis -- 2.5 Kolmogorov Complexity -- 3 Database Collection -- 4 Results -- 5 Discussion -- 6 Conclusion -- References -- UWB Localization Procedures with Range Control Methods-A Review -- 1 Introduction -- 1.1 Implementing Localization Algorithms -- 2 Literature Review. ; 3 WSN with Various Soft Computing Approaches.
• Titolo autorizzato: Advances in signal processing and communication engineering
• ISBN: 981-19-5550-6
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 996503552403316
• Lo trovi qui: Univ. di Salerno
• Serie: Lecture notes in electrical engineering ; ; Volume 929.