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

Name: Internet of Things, Smart Spaces, and Next Generation Networks and Systems | 21st International Conference, NEW2AN 2021, and 14th Conference, ruSMART 2021, St. Petersburg, Russia, August 26-27, 2021, Proceedings
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21st International Conference, NEW2AN 2021, and 14th Conference, ruSMART 2021, St. Petersburg, Russia, August 26-27, 2021, Proceedings

Yevgeni Koucheryavy Sergey Balandin Sergey Andreev(Herausgeber*in)

Springer (Verlag)

Erschienen am 15. März 2022

XIII, 508 Seiten

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978-3-030-97777-1 (ISBN)

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Inhalt

Intro
Preface
Organization
Contents
New Generation of Smart Services
Fast Data Processing by IoT Devices
1 Introduction
2 Design and Results
3 Processing
4 Conclusion
References
On Smart Greenhouse Issues
1 Introduction
2 Smart Greenhouse Basics
3 On Energy Saving at High Technology Greenhouse Farms
4 Smart Greenhouse Case (Biene Electronics)
5 On Plant Disease Detection: By Discriminant Functions or Neural Networks?
5.1 Neural Networks Approach
5.2 The Usage of Linear Discriminant Functions
6 Conclusion
References
Smart Contract Enabled Decentralized Reputation System for E-Commerce Reviews
1 Introduction
2 Related Work
3 Proposed Architecture
3.1 Description of Our Approach
4 Smart Contract
4.1 Review Life-Cycle
4.2 Customer Process Flow
4.3 Seller Process Flow
5 Implementation
5.1 Experimental Setup
5.2 Measurements
6 Results and Discussion
7 Limitations
8 Conclusion
References
Estimation of Quality of Service in Tactile Internet, Augmented Reality and Internet of Things
1 Introduction
2 System Model and Problem Statement
3 Analytical Model
4 Simulation Model
5 Simulation Results
6 Conclusion
References
The Challenges with Internet of Things Security for Business
1 Introduction
2 Challenges in IoT Security
3 Measures to Strengthen IoT Security
4 Analysis of IoT Security Measures
5 Conclusions
References
Information and Communications Technology in the Development of Territories Based on Designing "Smart Cities"
1 Introduction
2 Research Method
2.1 Assessing the Role of the Smart City Concept in Transforming Territories Based on Adopting Information and Communications Technology
2.2 Validating the Possibilities of Russian Regions Where Megapolises are the Driving Force in the Positive Transformation of the Socio-Economic System of a Territory on a Digital Basis to Provide an Information and Communications Infrastructure
3 Conclusion
References
Next Generation Wired/Wireless Advanced Networks and Systems
Developing Smart Cities: The Risks of Using Information and Communications Technology
1 Introduction
2 Research Method
2.1 Determining the Positive Results for the Strategic Management of Territories as well as the Positive Effects for Businesses and Society
2.2 Assessing, Identifying and Characterizing the Risks and Difficulties Associated with Using Information and Communications Technology
3 Conclusion
References
Influence of Digital Technology and Telecommunications on the Customer-Oriented Development of Electronic Commerce
1 Introduction
2 Research Method
3 Results
4 Conclusions
References
Utilization of Organizational-Economic Mechanism for Selection and Management of Spectrum Sharing Scenarios to Increase Economic Efficiency of 5G Operators
1 Introduction
2 Spectrum Sharing Scenarios
3 Estimation of Operators' Costs for Spectrum Sharing
4 Organizational-Economic Mechanism for Choosing a Spectrum Sharing Scenario by a 5G Operator
5 Modeling the Economic Efficiency of a 5G Operator
6 Conclusion
References
Sustainable Development of Small and Medium Business in View of the Rapid Growth of Telecommunications and Digital Economy in the Russian Federation
1 Introduction
2 Literature Review
3 Method of Research
4 Results
4.1 The State of Small and Medium Business in the Russian Federation
4.2 Digital Competence and Telecommunications in Russia: Survey Results
4.3 Development of Digital Technologies and Telecommunications in Small and Medium Enterprises
5 Discussion and Conclusions
References
Info-Communications-Based Interaction of Companies and Consumers on the Grocery Retail Market
1 Introduction
2 Research Methodology
3 Discussion
3.1 Competitive Situation on the Market
3.2 Customer Attraction to the Online Grocery Delivery Market
3.3 Analyzing Consumers Who Have no Experience in Buying Groceries Online
3.4 Analyzing Consumers Who Have Experience in Buying Groceries Online
4 Conclusions
References
Transforming the Strategic Benchmarks of Russian Telecommunications Companies in the Sustainable Development Paradigm
1 Introduction
2 Method of Research
2.1 Prospects of Sustainable Development of the Information and Communications Industry
2.2 Drivers and Obstacles for Sustainable Development of Telecommunications Companies in Russia
2.3 Strategic Benchmarks of the Largest Telecommunications Companies in Russia
3 Conclusion
References
Study of Relationship Between the Corporate Governance Factors and ESG Ratings of ICT Companies from the Developed Markets
1 Introduction
2 Sustainable Development Issues in Project Management in Info-Communication
3 Governance Factors Affecting ESG Ratings. Literature Review
4 Data and Methods
5 Results and Discussion
6 Conclusion
References
Improving Project Management for the Development of New Internet Applications
1 Introduction
2 Materials and Methods
3 Results
3.1 A Subsection Sample
4 Discussion
5 Conclusion
References
Specifics of Forming an Innovation Sector When Developing Industry 4.0 Technology
1 Introduction
2 Method of Research
2.1 Determining a Set of Statistical Indicators that Measure the Variables of the Functional Dependency
2.2 Dividing the Russian Economy into Basic and Pioneering Sectors
2.3 Calculated Values of the Variables for the Functional Dependency Given in Tables 1, 2, 3
2.4 Preparing the Obtained Time Series for Using Methods of Correlation-Regression Analysis
2.5 Analyzing Multicollinearity (Table 3) Based on Converted Calculated Values of Dependency Variables Smoothed Out According to the Correlating Trend Equations (Table 2)
2.6 Correlation-Regression Analysis
3 Conclusion
References
Increasing the Competitiveness of Info-Telecommunications Enterprises Through Building a Mobile Eco-system
1 Introduction
2 Method of Research
2.1 Role and Significance of Marketing in Forming the Competitive Advantages of Mobile Business Enterprises
2.2 Eco-system and Successful Development of Telecommunications Business
3 Conclusion
References
Structural Shifts on Derivatives Markets at the Time of Increasing Digitalization and Post-pandemic Transformation of the Market
1 Introduction
2 Method of Research
2.1 Regional Features of Trading Activity on the International Derivatives Market
2.2 Determining the Level of Capitalization in Each Region and the Reasons for its Decline During the Pandemic
2.3 Features of Russian Derivatives Market Development Trends in the System of the International Derivatives Market
3 Conclusion
References
Coarse Estimation of the Distance to the Harmonic Sound Source by DAS for the Determination of Optical Cable Location
1 Introduction
2 Simulation of Signals Induced in DAS by an Acoustic Source
3 Algorithm of Simple Triangulation
4 Source Offset Triangulation Algorithm
5 Conclusion
References
Fiber Optic System for Monitoring Coolant Parameters in Nuclear Power Plants
1 Introduction
2 Fiber Optic System for Monitoring the Parameters of the Coolant
3 Results and Discussion
4 Conclusion
References
Fiber-Optic Sensor for Monitoring Radiation Level
1 Introduction
2 Fiber-Optic Sensor with Controlled Relaxation Velocity of E´ Centers
3 Conclusion
References
Experimental Study of Temperature Impact on Fiber Optic Current Sensor Elements
1 Introduction
2 Challenge
3 Experimental Research of Temperature Impact on FOCS Optical Elements
3.1 Circulator
3.2 Electro-Optical Modulator
3.3 Fiber Delay Line
3.4 Fiber Quarter-Wave Plate
3.5 Sensitive Spun Fiber
4 Conclusion
References
Fiber-Optic Recirculating Memory Loop for Wideband Microwave Signal
1 Introduction
2 Fiber-Optic Recirculating Memory Loop for Wideband Microwave Signal
3 Mathematical Model of Recirculating Analogue Fiber-Optic Delay Line. Main Parameters of the Delay Line Calculation
4 Results of Experimental Studies of Recirculating Fiber-Optic Delay Line Model and Discussions
5 Conclusion
References
Simulation and Experimental Study of Multi-source Application Layer ARQ for FANET
1 Introduction
2 Simulation of the Process of Data Transmission from Several Source Nodes to a Ground Station in NS-3
2.1 Assessing the Effect of the Number of Flying Source Nodes on PDR When Using the Application Class
2.2 Assessment of the Impact of the Number of Flying Source Nodes on Goodput Using PPBP
3 Multi-source Application Layer ARQ (MS-AL-ARQ)
3.1 Description of the MS-AL-ARQ Method
3.2 Experimental Evaluation of MS-AL-ARQ Performance with Separate Input Buffers
3.3 Experimental Evaluation of MS-AL-ARQ Effectiveness with a Common Input Buffer
4 Conclusion
References
Deep Learning Approach for Predicting Energy Consumption of Drones Based on MEC
1 Introduction
2 Related Work
3 Deep Learning with LSTM Network
4 Multi-drone Network Simulation
5 Simulation Results
6 Conclusion
References
Predicting Energy Consumption for UAV-Enabled MEC Using Machine Learning Algorithm
1 Introduction
2 Literature Review
3 Multi-UAV Network Model
4 NARX Neural Networks
5 Simulation Results
6 Conclusion
References
Investigation Methods of Dehydrated Protein Films for Biomolecular Electronics
1 Introduction
2 Experimental Part
3 Results
3.1 Dehydration Temperature
3.2 External Electric Field
4 Conclusion
References
Applying Deep Learning Techniques to Extract Diagnostic Information from ECG Images
1 Introduction
2 Description of the Proposed Algorithm
3 Results
4 Conclusion
References
Application of Wavelet Transform for ECG Processing
1 Introduction
2 Method
2.1 Theory
2.2 Comparison with Other Methods
2.3 Signal Filtering
2.4 Recognition of ECG Waves
3 Conclusions
References
Analysis of Nonlinear Distortions of FTN Signals Transmitted Through TWT Amplifier
1 Introduction
2 TWT Amplifier Nonlinear Model
3 Quadrature FTN Signals
4 Simulation
5 Conclusion
References
Selecting a Receiver for Wideband Spectrum Sensing in Cognitive Radio Systems Based on an Assessment of the Signal Environment Complexity
1 Introduction
2 Receiver Channel Capacity
3 Determining the Probability of Pulse Overlap
4 Methods
5 Signal Environment Modelling
6 Criteria for the Signal Environment Complexity
7 Criteria for Selecting a Receiver for WSS
8 Conclusion
References
Instantaneous Interference Evaluation Model for Smart Antennas in 5G Ultra-Dense Networks
1 Introduction
2 Interference Evaluation Model Description
2.1 Base Scenario Layout Description
2.2 Collision and Non-collision Cases Description
2.3 Instantaneous SIR Grid Description
3 Interference Evaluation Model Simulation Results
3.1 Simulation Parameters
3.2 Simulation Results for Collision and Non-collision Case Scenarios
3.3 Instantaneous SIR Grid Simulation
4 Conclusion
References
The Effect of Error Burst When Using a Decision Feedback Algorithm for Receiving Non-orthogonal Multi-frequency Signals
1 Introduction
2 Representation of Multi-frequency Non-orthogonal Signals
3 Algorithm of Element-by-Element Detection with Decision Feedback
4 Simulation Results
5 Conclusions
References
Software Implementation of the Algorithm for Optimal Joint Estimation and Detection of an Arbitrary Waveform
1 Introduction
2 Optimal Joint Detection-Estimation Algorithm
2.1 Statement of the Problem
2.2 Joint Detection-Estimation Algorithm
2.3 Noise Immunity Characteristics
3 Modeling
4 Conclusion
References
Application of Neural Network to Demodulate SEFDM Signals
1 Introduction
2 The Structure of Neural Network
3 Results
4 Conclusions
References
Electromagnetic Waves Propagation in Low-Profile SIW Structures
1 Introduction
2 Analytical Calculation of Losses in the SIW Structure
2.1 The Kontorovich's Averaged Boundary Conditions Method
2.2 Alternative Method for Calculating the Loss Factor in a SIW Structure
3 Computer Simulation of Losses in a SIW Structure
3.1 Field Distribution in a SIW Structure and Loss Calculation
3.2 Field Distribution in Adjacent SIW Structures
3.3 Field Distribution in Adjacent Long SIW Structures
4 Conclusion
References
Observation Interval Analysis for Faster-Than-Nyquist Signals Coherent Detection with Decision Feedback
1 Introduction
2 Definition of FTN Signals
3 Decision Feedback Detection of FTN Signals
4 Simulation Results
5 Conclusions
References
Heuristic Design Algorithm for Scheduling of URLLC and eMBB Traffics in 5G Cellular Networks
1 Introduction
2 System Model
3 Heuristic Algorithm for eMBB and URLLC Traffics Scheduling in 5G Systems
4 A Heuristic Algorithm for Scheduling URLLC and eMBB Traffics
5 Simulation Results
6 Conclusion
References
Geometrical Approach to the Plane Tessellation in the IEEE 802.11 Networks Channel Planning
1 Introduction and Related Works
2 IEEE 802.11 Channel Planning Specifics
3 Plane Coloring Problem Definition from Channel Planning Point of View
4 Sphere Packing Approach for the Plane Tessellation
5 Plane Tessellation Problem Definition
6 Plane Tessellation Model
7 Channel Interference Model
8 Cell Units' Geometry
9 Conclusions and Further Work
References
Advancement of Fingerprint Polarimetric Scheme for Purposes of Authentication
1 Introduction
2 Theory
3 Experiment
4 Conclusion
References
Network Slice Degradation Probability as a Metric for Defining Slice Performance Isolation
1 Introduction
2 Basic Assumptions
3 Stochastic Model of a Single Slice
4 Slice Performance Measures
5 Numerical Results
6 Conclusion
References
Using a Machine Learning Model for Malicious URL Type Detection
1 Introduction
2 Related Works
3 Methodology
3.1 Datasets
3.2 Dataset Processing and Features Extraction
3.3 Model Classification and Cross-Validation
4 Results
4.1 Decision Tree
4.2 Random Forest
4.3 Discussion
5 Conclusions
References
Correction to: Internet of Things, Smart Spaces, and Next Generation Networks and Systems
Correction to: Y. Koucheryavy et al. (Eds.): Internet of Things, Smart Spaces, and Next Generation Networks and Systems, LNCS 13158, https://doi.org/10.1007/978-3-030-97777-1
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