Cognitive Radio-Oriented Wireless Networks: 15th EAI International Conference, CrownCom 2020, Rome, Italy, November 25-26, 2020, Proceedings (Lecture ... and Telecommunications Engineering)

Preface
Conference Organization
Contents
Spectrum Sensing and Environment Awareness
Active User Blind Detection Through Deep Learning
	1 Introduction
	2 System Model for the Massive Random Access
		2.1 Non-coherent AUD
		2.2 MAP Detectors
		2.3 It-MAP Detector
	3 A Neural Network Based Algorithm
		3.1 The NN-MAP Estimate
		3.2 The NN-MAP System Parameters
	4 Results
	5 Conclusion
	References
Spectrum Sensing Based on Dynamic Primary User with Additive Laplacian Noise in Cognitive Radio
	1 Introduction
	2 System Model
	3 Dynamic PU Modeling
		3.1 Energy Detection
		3.2 AVCD and i-AVCD
	4 Results
	5 Conclusion
	References
Blind Source Separation for Wireless Networks: A Tool for Topology Sensing
	1 Introduction
		1.1 Existing Works
		1.2 Application Scenarios
	2 System Model and Problem Formulation
		2.1 Data Acquisition and Channel Model
	3 Blind Source Separation
		3.1 Whitening and Estimation of the Number of Sources
		3.2 Independent Component Analysis
		3.3 Unmixed Signals Association
		3.4 Excision Filter
	4 Topology Inference Algorithms
		4.1 Granger Causality
		4.2 Transfer Entropy
	5 Numerical Results
		5.1 BSS Reconstruction Error
		5.2 Topology Inference and Number of Nodes
		5.3 Impact of Shadowing
	6 Conclusion
	References
Resource Management and Optimization
Efficient Clustering Schemes Towards Information Collection
	1 Introduction
	2 Energy Efficiency in Cooperative Spectrum Sensing
	3 Clustering Algorithms
	4 Simulation Results
	5 Conclusions
	References
A Non-zero Sum Power Control Game with Uncertainty
	1 Introduction
	2 Communication Model
		2.1 Auxiliary Notations and Results
		2.2 Equilibrium Strategies
	3 Stackelberg Game
		3.1 Auxiliary Notations and Results
		3.2 Stackelberg Equilibrium Strategies
	4 Discussion of the Results
	5 Conclusions
	References
Demonstrating Spectrally Efficient Asynchronous Coexistence for Machine Type Communication: A Software Defined Radio Approach
	1 Introduction
	2 Background
		2.1 Related Work
	3 Asynchronous Coexistence
	4 SDR Approach for Coexistence Studies
		4.1 Workflow
		4.2 F-OFDM Filter Implementation
		4.3 An Automated Test Framework for EVM and BER Measurements
	5 Results
		5.1 Simulations
		5.2 Hardware Experiments
	6 Conclusions and Future Work
	References
Verticals and Applications
Distance Estimation for Database-Assisted Autonomous Platooning
	1 Introduction
	2 Negative Impact of Distance Measurement Errors
		2.1 Impact on Distance-Related Entries in Databases
		2.2 Impact on Pathloss Modelling
		2.3 Combined Distance Measurement Scheme
	3 Pathloss Measurements - Conducted Experiment
	4 Proposed UWB and GPS-Based Distance Measurements Fusion
	5 Conclusions
	References
A Priced-Deferred Acceptance (p-DA) Technique for D2D Communication in Factories of the Future
	1 Introduction
	2 System Model
	3 The Resource Allocation Problem
		3.1 QoS Admission and Power Allocation
		3.2 Priced Deferred Acceptance Game Solution
	4 Example Case Studies, Simulation Results and Discussion
	5 Conclusions
	References
Data-Driven Intelligent Management of Energy Constrained Autonomous Vehicles in Smart Cities
	1 Introduction
		1.1 Motivation
		1.2 Related Work and Contributions
	2 Electric Taxis Dataset and System Model
		2.1 Dataset Description
		2.2 EAV Flow Model
		2.3 Energy Models for EAV
	3 Intelligent Management System
		3.1 Energy-Aware Passenger Requests Scheduling
		3.2 Grid Load-Aware Charging Scheduling
	4 Simulation Results and Analysis
		4.1 The Supply and Optimal Demand of EAVs
		4.2 Energy-Aware EAV Scheduling
	5 Conclusion
	References
A Primer on Large Intelligent Surface (LIS) for Wireless Sensing in an Industrial Setting
	1 Introduction
	2 Problem Formulation
	3 Holographic Sensing
	4 Machine Learning for Holographic Sensing
		4.1 Model Description
		4.2 Dataset Format
	5 Model Validation
		5.1 Simulated Scenario
		5.2 Received Power and Noise Modeling
		5.3 Noise Averaging Strategy
		5.4 Performance Metrics
	6 Numerical Results and Discussion
		6.1 Impact of Sampling and Noise Averaging
		6.2 Impact of Antenna Spacing
		6.3 LIS Aperture Comparisons
	7 Conclusions
	References
Business Models and Spectrum Management
Scalability and Replicability of Spectrum for Private 5G Network Business: Insights into Radio Authorization Policies
	1 Introduction
	2 Theoretical Foundation and Key Concepts
		2.1 Business Model Framework
		2.2 Private 5G Network Spectrum Requirements
		2.3 Radio Equipment Authorization
	3 Analysis of Radio Authorization Frameworks
		3.1 European Radio Authorization Framework
		3.2 US Radio Equipment Authorization Framework
		3.3 Comparison of FCC and EU Radio Product Authorization Processes
		3.4 Radio Authorization Frameworks in Selected Countries
		3.5 Discussion
	4 Conclusions
	References
Novel Spectrum Administration and Management Approaches Transform 5G Towards Open Ecosystemic Business Models
	1 Introduction
	2 Theoretical Foundation
		2.1 Business Model Value Configuration
		2.2 Spectrum Management Archetypes
	3 The Business Perspective of Spectrum Administration and Management Enablers
		3.1 Market Based Mechanism
		3.2 Administrative Assignment
		3.3 Spectrum Commons
		3.4 Open Ecosystemic Business Antecedents
	4 Conclusions
	References
Moving from 5G in Verticals to Sustainable 6G: Business, Regulatory and Technical Research Prospects
	1 Introduction
	2 State of the Art of 5G in Verticals
		2.1 Business Perspective
		2.2 Regulation Perspective
		2.3 Technology Perspective
	3 Towards Sustainable 6G
		3.1 Role of UN SDGs in 6G
		3.2 Business, Regulation and Technology Perspectives
	4 Business Scenarios and Strategic Options for 6G
		4.1 Methodology
		4.2 6G Business Scenarios
		4.3 Strategic Options for 6G as Simple Rules
	5 Future Outlook and Conclusions
	References
Author Index