Internet of Things, Smart Spaces, and Next Generation Networks and Systems

Name: Internet of Things, Smart Spaces, and Next Generation Networks and Systems | 15th International Conference, NEW2AN 2015, and 8th Conference, ruSMART 2015, St. Petersburg, Russia, August 26-28, 2015, Proceedings
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15th International Conference, NEW2AN 2015, and 8th Conference, ruSMART 2015, St. Petersburg, Russia, August 26-28, 2015, Proceedings

Sergey Balandin Sergey Andreev Yevgeni Koucheryavy(Herausgeber*in)

Springer (Verlag)

Erschienen am 12. August 2015

XIX, 801 Seiten

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Inhalt

Intro
Preface
Organization
Contents
ruSMART
The Monitoring of Information Security of Remote Devices of Wireless Networks
1 Introduction
2 A Probabilistic M Model of Device Interaction
3 Anomaly Detect tion in the Ad-Hoc Wireless Networks
4 The Experiment t
5 Conclusion
References
Synthesis of the Wireless Sensor Network Structure in the Presence of Physical Attacks
1 Introduction
2 The Model of the Wireless Sensor Network
3 An Example of Approximate Estimation of the Probability that T-Node Battery Willnot Discharge in Time T
4 Algorithm of WSN Synthesis Taking Into Accountthe Possible Simultaneous Execution of at Most N Physical Attacks
5 Conclusions
References
Parent-Aware Routing for IoT Networks
1 Introduction
2 Routing in IoT Networks
3 Proposed Routing Technique
4 Performance Results
4.1 Performance Metrics
4.2 Simulation Setup
4.3 Simulation Results
5 Conclusion
References
A Multi-Broker Platform for the Internet of Things
1 Introduction
2 Related Work
3 Multi-broker Platform Architecture
4 Evaluation
4.1 Evaluation of a Virtual SIB
4.2 Evaluation of a Virtual Multi SIB
5 Conclusion
References
Cloud IoT Platforms: A Solid Foundation for the Future Web or a Temporary Workaround?
1 Introduction
2 Overview of Modern IoT Platforms
3 Discussion
4 Conclusion
References
The Smart-M3 Platform: Experience of Smart Space Application Development for Internet of Things
1 Introduction
2 Smart Spaces and Enabler Technologies
3 Application Development and Use Cases
4 Evaluation
5 Conclusion
References
Multi-level Robots Self-organization in Smart Space: Approach and Case Study
1 Introduction
2 Multi-level Self-organization Approach
3 Robots Interaction in Smart Space
4 Robots Self-organization Case Study
5 Conclusion
References
High Capacity Trucks Serving as Mobile Depots for Waste Collection in IoT-Enabled Smart Cities
1 Introduction
2 Related Work
3 System Overview
4 Algorithms
5 Experimental Evaluation
6 Economic Impact
7 Conclusion
References
Big Data Governance for Smart Logistics: A Value-Added Perspective
1 Introduction
2 IT and Business Challenges for Smart Logistics
2.1 IT Trends and Big Data
2.2 Conflict of Interests and Shareable Data
3 Scenario-Based Value-Added Services and Governance
3.1 Basic Model
3.2 Extended Model
4 Conclusion
References
Waste Management as an IoT-Enabled Service in Smart Cities
1 Introduction
2 Related Work
3 Main Features and Scenarios of Usage
3.1 Scenario - Inaccess sible Waste Bin
4 System Model Architecture and Applications
4.1 Surveillance System
5 Experimental Evaluation
6 Conclusion and Future Work
References
Service Intelligence Support for Medical Sensor Networks in Personalized Mobile Health Systems
1 Introduction
2 Related Work
3 Smart Spaces
4 Architectural Model
5 Smart-M3 based Multi-agent Design
6 Conclusion
References
Synthesis of Multi-service Infocommunication Systems with Multimodal Interfaces
1 Introduction
2 Prerequisites for Creating Infocommunication Systems Based on the Multimodal Human-Computer Interfaces
3 System Approach to Polymodal Infocommunication Systems Synthesis
4 PICS Synthesis Method
5 Conclusion
References
Data Mining Algorithms Parallelizing in Functional Programming Language for Execution in Cluster
1 Introduction
2 Related Work
3 Implementation of Data Mining Algorithm in Functional Programming Language
3.1 Data Mining Algorithm Representation as a Function
3.2 Basic Functions for the Implementation of Data Mining Algorithms
4 Implementation of Naive Bayes Algorithm as Functional Expression
5 Experiments
6 Conclusion
References
Ontology-Based Voice Annotation of Data Streams in Vehicles
1 Introduction
2 Background and Related Work
2.1 Ontologies
3 Focus of the Res search Approach
4 The Choice of Speech Recognition System
4.1 Comparative Assessment of Speech Recognition Systems
5 SARRS Architecture and Implementation
5.1 Architecture
5.2 Implementation
6 Conclusions d and Future Work
References
Method of Defining Multimodal Information Falsity for Smart Telecommunication Systems
1 Introduction
2 Review of the Existing Methods of Transmitted Information Falsity Diagnostics
3 Method of Transmitted Information Falsity Determination
4 Experimental Results
5 Conclusion
References
NEW2AN
Addressing the Influence of Hidden State on Wireless Network Optimizations Using Performance Maps
1 Introduction
2 Framework for Wireless Network Performance Prediction
2.1 Network State
2.2 Use Case and Optimization Metric
3 Scheduling TCP Communication
4 Comparing Communication Scheduling Methods
5 Scheduling Analysis
6 Does Network State Influence Scheduling Performance?
7 Summary and Outlook
References
Discrete Model of TCP Congestion Control Algorithm with Round Dependent Loss Rate
1 Introduction
2 Discrete Stochastic Process of the CongestionWindow Size
3 The Expectation Estimate of the CongestionWindow Size
4 The Interval Estimation for the Second Moment
5 Conclusion
References
Chunked-Swarm: Divide and Conquer for Real-Time Bounds in Video Streaming
1 Introduction
2 Related Work
3 Our Approach: Chunked-Swarm
3.1 Analysis of the Transmission Time of One Part
3.2 Live Video Streaming: Distribution of Several Parts
3.3 Churn
4 Evaluation
4.1 Evaluation Setup
4.2 Scenario 1: Default
4.3 Scenario 2, 3: Higher Peer Count
4.4 Scenario 4: Multiple Video Parts
4.5 Overhead
4.6 Realistic Live Video Streaming Use Case: Twitch.tv
5 Conclusion
References
Adaptive Mobile P2P Streaming System for Wireless LAN
1 Introduction
2 Related Works
3 Problems in Mobile P2P Streaming
4 Proposed Mechanism
5 Conclusion
References
Application for Selective Streaming of Video Components
1 Introduction
2 Background and Motivating Use Cases
3 Related Work
4 System Design and Overview
4.1 System Overview
4.2 System Architecture
5 Client-Server Interface
6 Client-Server Time Sequence Graph
7 Evaluation Results
8 Conclusion
References
Modeling and Monitoring of RTP Link on the Receiver Side
1 Introduction
2 Verbal Description and Mathematical Model
3 State Filtering Problem
4 Numerical Experiments
4.1 Identification of the RTP Link Parameters
4.2 RTP Link Monitoring
5 Conclusion
References
Suitability of MANET Routing Protocols for the Next-Generation National Security and Public Safety Systems
1 Introduction
2 D2D Communication
2.1 MANET Routing Protocols
3 Created Model
4 Simulation Results
4.1 Communication in LTE network
4.2 Emergency D2D Scenario
5 Conclusion
References
Analysis of Approaches to Internet Traffic Generation for Cyber Security Research and Exercise
1 Introduction
2 Found Requirements
3 Existing Solutions for Traffic Generation
4 Approaches
4.1 Network Layer Traffic Generation
4.2 Transport Layer Traffic Generation
4.3 Replaying Traffic
4.4 Replaying in a Reliable Network
4.5 Replaying in an Unreliable Network
4.6 Simulating Clients
5 Implemented Solution
5.1 Terminology
5.2 Implementation
5.3 Evaluation
5.4 Lessons Learned
6 Conclusion
References
CloudWave Smart Middleware for DevOps in Clouds
1 Introduction
2 The Innovative Concept
3 CloudWave Architecture
4 Conclusions and Future Work
References
Data Mining Approach for Detection of DDoS Attacks Utilizing SSL/TLS Protocol
1 Introduction
2 Problem Formulation
3 Algorithm
3.1 Detection of Network Anomalies
3.2 Detection of Intrusive Flows
4 Numerical Simulations
5 Conclusion
References
An Applicability of AODV and OLSR Protocols on IEEE 802.11p for City Road in VANET
1 Introduction
2 Related Work
3 Routing Protocols
3.1 Ad-hoc On-Demand Distance Vector Routing
3.2 Optimized Link State Routing
4 Simulation Parameters
5 Simulation Results
5.1 Packet Delivery Ratio
5.2 Routing Overhead
5.3 Throughput
5.4 Average Delay
6 Conclusion and Future Work
References
State of the Art and Research Challenges for Public Flying Ubiquitous Sensor Networks
1 Introduction
2 FUSN-P Features
3 Clustering of Terrestrial and Flying Segments. Optimization of a Route of Data Collection
4 FUSN and Queue System. Quality of Services (QoS) and Quality of Experience (QoE)
5 Model Network and Testing of the FUSN-P
6 Conclusions
References
A Practical Implementation of a Cooperative Antenna Array for Wireless Sensor Networks
1 Introduction
2 Cooperative MIMO and Its Usage in WSN
3 The Synchronization Problem in Cooperative MIMO Communications
4 Feasibility Test Framework
5 Experimental Results
6 Conclusions and Future Work
References
Coverage and Connectivity and Density Criteria in 2D and 3DWireless Sensor Networks
1 Introduction
2 Related Works
3 Deployment Challenges in 2D and 3D WSNs
4 The Relationship Between Sensing Range (Rs)Coverage Fraction (c) and Sensor Density (?) in 2D WSNs and 3D WSNs
4.1 Two-Dimensional Case
4.2 Three-Dimensional Case
5 Network Connectivity in WSNs: The Critical Transmission Radius
6 The Ratio of the Communication Radius to the Sensing Radius
7 Conclusion
References
Internet Connection Sharing Through NFC for Connection Loss Problem in Internet-of-Things Devices
1 Introduction
2 Technology Background
2.1 NFC Domain Information
2.2 Transaction Components
2.3 Offline Transaction versus Online Transaction
2.4 Online Assisted Offline Transactions
3 Problem Definition
3.1 Problems in TAD Online Method
3.2 Problems in Transaction Media Online Method
4 Related Work
5 Solution
5.1 Reader-Card Mode
5.2 Peer-to-Peer Mode
6 Protocol
6.1 Reader-Card Mode Connection Sharing Handshake
6.2 Reader-Card Mode Connection Sharing
6.3 Peer-to-Peer Mode Connection Sharing Handshake
6.4 Peer-to-Peer Mode Connection Sharing
7 Experimental Work
8 Conclusions
9 Future Work
References
Clustering Algorithm for 3D Wireless Mobile Sensor Network
1 Introduction
2 Network Model
3 Clustering Algorithm
4 Simulation
5 Simulation Results
6 Conclusion
References
Optimization of the UAV-P's Motion Trajectory in Public Flying Ubiquitous Sensor Networks (FUSN-P)
1 Introduction
2 Problem Statement
3 The Solution
4 Conclusions
References
Reliable and Scalable Architecture for Internet of Things for Sensors Using Soft-Core Processor
1 Introduction
2 Architecture of IoT and Related Enabling Technologies and Standardizations
2.1 Enabling Technologies IoT
2.1.1 More Than Moore (MtM)
2.1.2 Communication Technologies
2.1.3 Addressing and Networking Issues
2.1.4 Embedded Devices
2.2 Internet of Things Architecture Technology
3 Architecture 'Kaivalyam' for IoT Using Ethernet MAC Backbone
3.1 Extended MAC Network Interface Card Architecture 'Kaivalyam' for IoT
3.2 Scalability for Nodes with 'Kaivalyam' Packet
3.3 LDPC Codes for Reliability of the Data
4 Results and Discussion
References
Modelling and Performance Analysis of Multicast File Repair in 3GPP LTE Networks*
1 Introduction
2 Single-Server Bulk Service Queuing System with Random Batch Forming Time
2.1 Problem Formulation and Batch Forming Procedure
2.2 Markov Process and State Transition Diagram
2.3 System of Equilibrium Equations
2.4 Stationary Probability Distribution
2.5 Performance Measures
3 Performance Analysis of Multicast File Repair Procedure
3.1 Numerical Example: Blocking Probability and Mean Delay
3.2 Non-linear Optimization of Polling Interval
4 Conclusion
References
LTE Positioning Accuracy Performance Evaluation
1 Introduction
2 LTE Positioning Support
3 System-Level Positioning Model
4 Positioning Algorithms
5 Simulation Model
6 Conclusion
References
On Capturing Spatial Diversity of Joint M2M/H2H Dynamic Uplink Transmissions in 3GPP LTE Cellular System
1 Introduction
2 System Model
2.1 General Description
2.2 Topology Distribution
2.3 Power-Rate Mapping and Signal Propagation
2.4 Arrivals and QoS Requirements
2.5 Scheduler Properties
3 Performance Analysis
3.1 General Remarks
3.2 Aggregated Markov Process
3.3 Performance Measures of Interest
4 Numerical Results and Conclusions
References
Performance Evaluation of Methods for Estimating Achievable Throughput on Cellular Connections
1 Introduction
2 What Will Be Measured
3 Measurement Setup and Methodology
4 Bulk Transfer Capacity (BTC)
4.1 BTC Setup
4.2 BTC Evaluation
5 Trains Of Packet-Pair (TOPP)
5.1 BTC Alternatives
5.2 TOPP Description
5.3 TOPP Setup
5.4 TOPP Evaluation
5.5 Considerations
6 Comparison of BTC and TOPP
6.1 Measurement Setup
6.2 Results Evaluation
7 Discussion and Conclusion
References
Alternating Priorities Queueing System with Randomized Push-Out Mechanism
1 Introduction
2 Building Kolmogorov's System of Linear Equations
3 Generating Function Method Application
4 Computational Results
5 Conclusion
References
An Analytical Approach to SINR Estimation in Adjacent Rectangular Cells
1 Introduction
2 System Model
2.1 Environment of Interest
2.2 SINR Details
3 Proposed Analytical Model
3.1 Signal-to-Interference Ratio for Uplink
3.2 Discussion and Extensions
4 Numerical Results
4.1 Verification of the Model
4.2 Performance Evaluation
5 Conclusions and Future Work
References
Improving BER Performance of Uplink LTE by Using Turbo Equalizer
1 Introduction
2 From Turbo Code to Turbo Equalizer
3 Simulation Model, SISO-Equalizers
3.1 Approximate MMSE SISO-Equalizer
4 Numerical Results
5 Conclusion
References
The Automated System for Collection, Processing and Transmission of Data for Training and Competitive Process in Ski Jumping
1 Introduction
2 Block Diagram of the System
3 Typical Sensors Signals and Data Processing
4 Protection Again nst Interferences and Unauthorized Access
5 Conclusion
References
A Possible Development of Marine Internet: A Large Scale Cooperative Heterogeneous Wireless Network
1 Introduction
2 Available Network Technologies
2.1 Maritime Radio Systems
2.2 Cellular Networks
2.3 Satellites
3 Developing Network Technologies
3.1 Wireless Ad Hoc Networks (WANETs)
3.2 High Altitude Platforms (HAPs)
4 A Hybrid Networking Structure
5 Underwater Inter-networking
6 Further Research Issues
6.1 CLNs and Satellite Internet
6.2 WANETs, HAPs and Hybrid Networking Structure
6.3 Underwater Inter-networking
7 Conclusions
References
On Interoperability in Distributed Geoinformational Systems
1 Introduction
2 Centralized Structure for Providing Interoperability
3 Methods for Designing and Integrating the Format Conversion Module
4 Formation of the Common Information Space of Distributed GISs
5 Conclusion
References
Cooperative Spectrum Sensing in Cognitive Radio Networks with QoS Requirements
1 Introduction
2 Statistical QoS Guarantees for WirelessCommunication in CRNs
2.1 Cognitive Channel Model for Transmission with QoS Requirements
2.2 Statistical QoS Guarantees
3 Cooperative Spectrum Sensing in CRN with QoS Requirements
4 Simulation Results
5 Conclusion
References
The Using of Bluetooth 4.0 Technologies for Communication with Territorial-Distributed Devices
1 Introduction
2 The Development of the Interconnection Interfaces with the Measuring Devices
3 Setup and Configuration of the Bluetooth Modules
4 Conclusion
References
Configurable CRC Error Detection Model for Performance Analysis of Polynomial: Case Study for the 32-Bits Ethernet Protocol
1 Introduction
2 Error Detection using CRC
2.1 Implementation Methodologies
2.1.1 Software(SW) Solution
2.1.2 Traditional Hardware Solution
2.1.3 Parallel Solution
2.1.4 Configurable Hardware
3 Configurable CRC Error Detection Platform for Ethernet Protocol
3.1 Simulation Model
3.2 Equivalent FPGA Based Configurable Hardware
4 Performance Results Conclusion
References
Project Management Team Structure for Internet Providing Companies
1 Introduction
2 Broadband Internet Providing
3 Project Management Issues of Organizational Structure
4 Project Management Issues for Internet Providing Companies
5 Results and Discussions
References
Operations Strategies in Info-Communication Companies
1 Introduction
2 Operations Strategy and Competitiveness in the Info-Communication Sector
3 Operations Strategy Priority Ranking
4 Results
References
Cellular Telecommunication Services Cost Formation
1 Introduction
2 Main body
3 Conclusion
References
Forming a Telecommunication Cluster Based on a Virtual Enterprise
1 Introduction
2 Problem Statement
3 The Results
4 Conclusions
References
Project Controlling in Telecommunication Industry
1 Introduction
2 Definition and Functions of Investment Controlling
3 Development of Project Controlling System
4 Conclusion
References
Creation of Data Mining Cloud Service on the Actor Model
1 Introduction
2 Related Work
3 Decomposition of Data Mining Algorithms into Actors
3.1 Presentation of Data Mining Algorithms as Functional Expression
3.2 Mapping of Functional Blocks to the Actor Model
4 Integration of Data Mining and Actor Cluster
4.1 Library of Data Mining Algorithms for Distributed Execution
4.2 Implementation of Adapters for Actors
4.3 Implementation of the System of Actors
5 Implementation of Data Mining Algorithms and Experiments
6 Conclusion
References
Efficiency of Coherent Detection Algorithms Nonorthogonal Multifrequency Signals Based on Modified Decision Diagram
1 Introduction
2 The Detection Algorithm Based on Decision Diagram and Its Improvement
3 Simulation Results
4 ?onclusions
References
Instantaneous Frequency Measurement Receiver Performance Analysis for AM, FM Signals
1 Introduction
2 Principle of Operation
3 Simulation Results
3.1 Continuous Wave
3.2 Amplitude-Modulated Signal
3.3 Frequency-Modulated Signal
4 Conclusion
References
Using the DFT-Based Detection Method for ASK-Manipulated SEFDM Signals
1 Introduction
2 System Model
3 DFT-Based Detection Algorithm for SEFDM Signals
4 Minimization of the Interference and Aliasing Impact on DFT-Detection Performance
4.1 Optimization Problem Formalization
4.2 Solution for Complex Valued Manipulation
4.3 Solution for Real Valued Manipulation
5 Simulation Results
6 Conclusions
References
Combined Adaptive Spatial-Temporal Signal Processing System Based on Sequential Circuit with Dependent Component Adaptation
1 Introduction
2 Analysis of Existing Realization Options of Adaptive Combined Signal Processing (CSP)
2.1 Full Circuit with Parallel Processing
2.2 Sequential Circuit with Independent Component Adaptation
2.3 Conclusions on the State-of-the-Art
3 Calculation of Weight Factors in System with Dependent Components Adaptation
4 Simulation Results
5 Conclusion
References
Waveform Optimization of SEFDM Signals with Constraints on Bandwidth and an Out-of-Band Emission Level
1 Introduction
2 Location of Subcarriers Frequency
3 Optimization Forms of the Envelope
4 The Results of Solving the Optimization Problem
5 Conclusions
6 Appendix A
7 Appendix B
References
Analyze of Quantum Fourier Transform Circuit Implementation
1 Introduction
2 Input Data
3 Fourier Transform for High Bits
4 Phase Shift
5 Hadamard Transformation for the Lowest Bit
6 Conclusion
References
On the Synthesis of Optimal Finite Pulses for Bandwidth and Energy Efficient Single-Carrier Modulation
Introduction
1 Multicomponent Signals
2 Characteristics of Multicomponent Signals
2.1 Power Spectrum Density
3 Formulation of Optimization Problem
4 Optimal Solutions
5 Multicomponent Signals Gain
Conclusion
References
Optimal Input Power Backoff of a Nonlinear Power Amplifier for SEFDM System
1 Introduction
2 SEFDM Model Description
3 The Power Amp plifier Model
4 MatLab Model Description
5 Simulation Results
6 Conclusion
References
Investigation of Key Components of Photonic Beamforming System for Receiving Antenna Array
1 Introduction
2 Principle of Photonic Beamforming Based on Fiber Chromatic Dispersion and DWDM
3 Investigation of Beamformer Key Components Characteristics
3.1 Microwave Photonic Link Components Selection
3.2 Transmitters Characteristics
3.3 Multiplexer
3.4 Time Delay Unit
4 Conclusions
References
All-Optical 4-Channel Demultiplexer with an Arbitrary Access for Full C+L Spectral Range
1 Introduction
2 Scheme of the Demultiplexer Based on Tunable Fabry-Perot Filters
3 Basic Technical Parameters and Construction of the Filters
4 Demonstrator
5 Optical Scheme of the Demonstrator
6 Results of experimental investigations
7 Conclusions and Results
References
Implementation of Digital Demodulation for Fiber Optic Interferometer Sensors
1 Introduction
2 Demodulation Method
3 Implementation of the Demodulation Method
Conclusion
References
Optical Coder with A Synthesized Transfer Function for Optical Communication Lines
1 Coding Principle
2 Implementation of Optical Coder
3 Operation of Communication Line
4 Discussion
References
Fiber-Optics System for the Radar Station Work Control
1 Introduction
2 Fiber-Optics System for the Microwave Radar Signal Delay
3 Evaluation of Fiber - Optical System Performance
4 Experimental Study of Fiber - Optical System
5 Conclusion
References
Optimization of Angle-of-Arrival GPS Integrity Monitoring
1 Introduction
2 Angle-of-Arrival Integrity Monitoring Method
3 Optimal Thresholds Setting
4 Conclusions
References
Ultra-Wideband Feed for Radio Telescope of a New-Generation Radio Interferometric Network
1 Introduction
2 General Requirements and a Prototype Choice
3 Results of the Theoretical Research and Computer Simulation
4 Investigation of Ultra-Wideband Feed Performance
5 Conclusions
References
Improvement Frequency Stability of Caesium Atomic Clock for Satellite Communication System
1 Introduction
2 Frequency Converter of the Caesium Atomic Clock
3 Experimental Results and Discussion
4 Conclusion
References
Cyber-Physical Approach in a Series of Space Experiments "Kontur"
1 Cyber-Physical Approach
2 Cyber-physical Approach for Space Robotics
3 Robot Control from ISS
4 Conclusion
References
Reflectivity Properties of Graphene-Coated Silica
1 Introduction
2 Reflection Coefficients for Graphene-Coated Substrate
3 Reflectivity at High Frequencies
4 Conclusions
References
Nano Communication Device with Embedded Molecular Films: Effect of Electromagnetic Field and Dipole Moment Dynamics
1 Introduction
2 The Methods
2.1 Dielectric Spectroscopy
2.2 Theoretical Modeling
3 Results and Discussion
3.1 Experimental Results
3.2 Theoretical Results
4 Conclusion
References
Nano-device with an Embedded Molecular Film: Mechanisms of Excitation
1 Introduction
2 The Methods
2.1 Intramolecular Direct Excitation
2.2 Indirect Molecular Excitation Processing on a Target Surface
3 Experimental and Theoretical Results
3.1 Intramolecular Excitation
3.2 Excitation Processing on a Target Surface
4 Conclusion
References
Analysis of in-Plane Conductivity of La1-xSrxF3-x Superionic Thin Films
1 Introduction
2 Samples Preparation and Measurement Procedure
3 Results and Discussions
4 Conclusion
References
Studies of Biomolecular Nanomaterials for Application in Electronics and Communications
1 Introduction
2 The Methods
2.1 Impedance Spectroscopy
2.2 Volt-Ampere Characteristic and Amplitude Frequency Response
2.3 Laser Correlation Spectroscopy
3 Results and Discussion
3.1 The Joint Use of Impedance and Laser Correlation Spectroscopies
3.2 Amplitude Frequency Response
4 Conclusion
References
Ultrabroadband Dielectric Spectroscopy of Lead-Free Relaxor Ferroelectric Na1/
1 Introduction
2 Samples and Experiment
3 Results and Discussion
4 Conclusion
References
Author Index

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