Future Access Enablers for Ubiquitous and Intelligent Infrastructures 4th EAI International Conference, FABULOUS 2019, Sofia, Bulgaria, March 28-29, 2019, Proceedings

• Main Author: Poulkov, Vladimir
• Format: eBook
• Language: English
• Published: Cham Springer International Publishing AG 2019; Springer
• Edition: 1
• Series: Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (283)
• Subjects: Ubiquitous computing-Congresses
• ISBN: 9783030239756; 3030239756

This book constitutes the refereed post-conference proceedings of the Fourth International Conference on Future Access Enablers for Ubiquitous and Intelligent Infrastructures, FABULOUS 2019, held in Sofia, Bulgaria, in March 2019. This year's conference topic covers Globalization through Advanc...

Table of Contents:

• 3 Experimental Evaluation -- 4 Conclusions -- ACKNOWLEDGMENT -- References -- IoT Security in the Digital Transformation Era -- On How Instantaneous Path Loss Modeling Is a Need of Internet of Drones Based Intelligent Aerial Infrastructure -- Abstract -- 1 Introduction -- 1.1 The HANET Architecture -- 2 Previous Work in A2G Path Loss Modeling -- 3 Instantaneous Path Loss Modeling in HANET -- 3.1 Need for IPL Estimation -- 3.2 Estimation of IPL by HANET -- 3.3 Challenges in Formulating IPL by HANET -- 4 Conclusions -- Acknowledgements -- References -- Facial Analysis Method for Pain Detection -- Abstract -- 1 Introduction -- 2 Related Work -- 3 HOG Descriptor -- 3.1 The Principle of the Gradient Method -- 3.2 The Orientations Map -- 4 Experiments with FaceReader Software -- 5 Evaluation of the Facial Analysis Process -- 6 Conclusion and Future Work -- Acknowledgment -- References -- Real Time Analysis of Weather Parameters and Smart Agriculture Using IoT -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Technical Description -- 3.1 Smart Agriculture -- 3.2 Adcon -- 3.3 Libelium -- 3.4 Geocledian Platform -- 4 Experiments -- 5 Conclusions -- Acknowledgement -- References -- Wireless Communications and Networks -- Spatial Multiplexing MIMO 5G-SDR Open Testbed Implementation -- Abstract -- 1 Introduction -- 2 Theoretical Prerequisites for MIMO SDR Testbed Development -- 2.1 MIMO Statistical Channel Model -- 2.2 MIMO Channel -- 2.3 MIMO Channel Capacity -- 2.4 Signal Detection for MIMO Systems with Spatial Multiplexing -- 3 Testbed Setup Approach -- 4 Preliminary Experimental Results for MIMO 5G Ready SDR System in GNU Radio -- 4.1 Data Detection and Error Rate Analysis Using Python -- 4.2 Analysis of Bit Error Rate and MIMO Channel Capacity in Matlab -- 4.3 Data Transmission Capabilities Test -- 5 Conclusions and Future Work -- Acknowledgments
• References -- Hybrid Noise-Resilient Deep Learning Architecture for Modulation Classification in Cognitive Radio Networks -- 1 Introduction -- 2 State of the Art -- 3 Dataset Generation -- 3.1 Middleton Noise -- 3.2 Cauchy Noise -- 3.3 Generalized Gamma Fading -- 4 Proposed Architecture -- 4.1 Denoising Autoencoder -- 4.2 Convolutional Neural Network -- 4.3 Recurrent Neural Network -- 5 Results -- 6 Conclusions and Future Work -- References -- Evaluation of Channel Estimation Algorithms Using Practically Measured Channels in FDD Massive MIMO -- 1 Introduction -- 1.1 Related Channel Estimation Techniques and Algorithms for FDD Massive MIMO Systems -- 1.2 Contributions -- 1.3 Structure of the Paper -- 2 System Model -- 3 Description of the Measurement Data and Methodology -- 4 Simulation Results and Analysis -- 4.1 Average NMSE as a Function of SNR -- 4.2 Average NMSE as a Function of the Number of Pilot Signals M -- 4.3 Effect of Pilot Matrix Choice and Channel Representation on CSI Estimation Errors -- 5 Conclusions and Future Work -- References -- A Queue in Overall Telecommunication System with Quality of Service Guarantees -- 1 Introduction -- 2 Representation of the Queuing System Within the Switching Stage of an Overall Telecommunication System -- 3 Conceptual Model of Overall Telecommunication System with Queue in the Switching Stage -- 4 Main Assupmtions and Derivation of Some Analytical Expressions for Parameters of the Queuing System -- 4.1 Main Assumptions -- 4.2 Expressing Analytically the Parameters of the Queue -- 5 Conclusion -- References -- On-Site Measurements of TETRA Standard Emission Disturbing Interference -- Abstract -- 1 Introduction -- 2 Measurement and Evaluation of TETRA Signal Parameters -- 3 Case Study -- 4 Conclusions -- Acknowledgment -- References
• Intro -- A Note from the General Chairs -- Conference Organization -- Contents -- Healthcare/Wellness Applications -- Anthropomorphic EMG-Driven Prosthetic Hand -- Abstract -- 1 Introduction -- 2 Electromyography, EMG Sensors and Signals -- 3 Proposed Prosthetic Hand Architecture. Experimental Results -- 4 Conclusions, Contributions Emphasis and Future Research -- Acknowledgments -- References -- Framework for Next Generation of Digital Healthcare Systems -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Healthcare System Generations -- 3.1 First Generation eHealth Systems -- 3.2 Second Generation eHealth Systems -- 3.3 Third Generation eHealth Systems -- 3.4 Fourth Generation eHealth Systems -- 4 Fourth Generation's Specifics -- 5 Future Work -- 6 Conclusion -- References -- ECG-Based Human Emotion Recognition Across Multiple Subjects -- 1 Introduction -- 2 Related Work -- 3 Proposed Methodology -- 3.1 Data Collection -- 3.2 Feature Extraction -- 3.3 Normalization -- 3.4 Classification -- 4 Experimental Results -- 4.1 Logistic Regression -- 4.2 Artificial Neural Networks -- 5 Conclusion -- References -- Wireless Smart Monitoring of Patient Health Data in a Hospital Setup -- Abstract -- 1 Introduction -- 2 Digitalization and Health Data -- 2.1 Digitalization in the Danish Healthcare System -- 2.2 Wireless Technologies for Smart Monitoring -- 2.3 Smart Monitoring of Patients Using the Internet of Things -- 3 Impact of the Wireless Monitoring Technology Implementation in a Hospital Environment -- 3.1 Requirements for the Wireless Monitoring System -- 3.2 Proposed Wireless Monitoring Architecture -- 4 Barriers to Real-Hospital Implementation and Deployment -- 4.1 Technical Barriers -- 4.2 Compliance -- 5 Conclusion -- References -- Game and Multisensory Driven Ecosystem to an Active Lifestyle -- Abstract -- 1 Introduction
• 2 Goal Architecture and Main Functionalities -- 2.1 Service Components -- 2.2 Other Components -- 3 Physical Activity Measurements -- 3.1 Physical Activity Measured from a Smartphone -- 3.2 Physical Activity Measured from Smart Sensors -- 4 Social and Business Impact -- 4.1 Integrating External Applications -- 5 Conclusion -- References -- EEG Signal Processing: Applying Deep Learning Methods to Identify and Classify Epilepsy Episodes -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Database -- 4 Development of the System -- 4.1 The Architecture of a LSTM System -- 4.2 Experimental Results -- 5 Conclusion -- Acknowledgement -- References -- A Novel Portable Tracking Device with Kalman Filter for Hand and Arm Rehabilitation Applications -- 1 Introduction -- 2 Device Description -- 3 Data Analysis -- 4 Conclusion and Future Work -- References -- IoT and Sensor Networks -- Data Analytics for Home Air Quality Monitoring -- Abstract -- 1 Introduction -- 2 Deep Neural Networks -- 3 Data and Experimental Scenario Description -- 4 Gas Discrimination - Implementation and Experimental Results -- 4.1 DANN Model -- 4.2 Shallow NN Model -- 4.3 Experimental Results -- 5 Conclusion -- Acknowledgements -- References -- Video Signal Recovery from the Smartphones Touchscreen LCD Display -- Abstract -- 1 Introduction -- 2 Measurement Test-Bed -- 3 CE Detection -- 4 Time Domain Measurements -- 5 Video Signal Recovery -- 6 Conclusions -- Acknowledgment -- References -- Low Power Wide Area Networks Operating in the ISM Band- Overview and Unresolved Challenges -- Abstract -- 1 Introduction -- 2 Low Power Wide Area Networks Operating in the ISM Band -- 2.1 LPWANs - Overview and Comparison -- 2.2 LPWANs Major Applications -- 2.3 LPWANs Unresolved Challenges -- 2.4 RF Data Analytics -- 3 Conclusion -- Acknowledgement -- References
• An Overview of Methods of Reducing the Effect of Jamming Attacks at the Physical Layer of Wireless Networks
• Continuous Remote Ammonia Monitoring by Air Quality Measurement and Communication System -- Abstract -- 1 Introduction -- 2 System Description -- 3 System Calibration -- 4 Results -- 5 Conclusion -- Acknowledgement -- References -- IoT Open Architecture Ground Control System by Adaptive Fusion Intelligent Interfaces for Robot Vectors Applied to 5G Network Densification Era -- Abstract -- 1 Introduction -- 2 3D VERO VIPRO Versatile, Intelligent, Portable Platform for Special Control Mission by 3D Robot Vectors -- 3 Intelligent Optimization and Decision-Making Interfaces -- 3.1 The VRs Optimization and Control Intelligent Interface in the Recognition/Monitoring Missions -- 3.2 Optimization and Decision-Making Intelligent Interfaces Using the Neutrosophic Logic -- 3.3 Intelligent Deep Learning with Convolution NNs Interface -- 4 Results and Conclusions -- Acknowledgments -- References -- Overview of IoT Basic Platforms for Precision Agriculture -- Abstract -- 1 Introduction -- 2 State-of-the-Art: IoT Platforms -- 3 IoT Basic Proprietary Platforms for Precision Agriculture -- 3.1 Libelium - Waspmote -- 3.2 A3-uRADMonitor -- 3.3 Observant -- 3.4 Arable Mark (Pulsepod) -- 3.5 Pycno Sensors and Platform for Agriculture -- 3.6 Agri M2M [29] -- 4 Research and Development Precision Agriculture Platforms -- 5 Conclusions -- Acknowledgment -- References -- Improved Remote Control System for Analog Audio Mixers Featuring Internet of Things Elements -- Abstract -- 1 Introduction -- 2 System Architecture -- 3 Mobile Application for Controlling the Mixer -- 4 Technical Characteristics of the Control System -- 5 Analog Audio Mixer Connections and Signals Processing -- 6 Conclusion -- Acknowledgments -- References -- Low-Power Intelligent Displaying System with Indoor Mobile Location Capability -- Abstract -- 1 Introduction -- 2 Mobile Positioning System