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e-Infrastructure and e-Services for Developing Countries [[electronic resource] ] : 11th EAI International Conference, AFRICOMM 2019, Porto-Novo, Benin, December 3–4, 2019, Proceedings / / edited by Rafik Zitouni, Max Agueh, Pélagie Houngue, Hénoc Soude
e-Infrastructure and e-Services for Developing Countries [[electronic resource] ] : 11th EAI International Conference, AFRICOMM 2019, Porto-Novo, Benin, December 3–4, 2019, Proceedings / / edited by Rafik Zitouni, Max Agueh, Pélagie Houngue, Hénoc Soude
Edizione [1st ed. 2020.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020
Descrizione fisica 1 online resource (X, 255 p. 99 illus., 82 illus. in color.)
Disciplina 303.4834
Collana Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
Soggetto topico Computers and civilization
Computer communication systems
Artificial intelligence
Computers
Computers and Society
Computer Communication Networks
Artificial Intelligence
Information Systems and Communication Service
Computing Milieux
ISBN 3-030-41593-7
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Analysis of the impact of permissions on the vulnerability of mobile applications -- On the Relevance of Using Multi-layered Security in the Opportunistic Internet-of-Things -- Analysis of Software Vulnerabilities Using Machine Learning Techniques -- Africa’s Multilateral Legal Framework on Personal Data Security: What Prospects for the Digital Environment? -- A LoRaWAN coverage testBed and a multi-optional communication architecture for smart city feasibility in developing countries -- Effective Management of Delays at Road Intersections using Smart Traffic Light System -- Binary Search Based PSO for Master Node Enumeration and Placement in a Smart Water Metering Network -- State of Internet Measurement in Africa - A Survey -- I2PA, U-prove, and Idemix: An Evaluation of Memory Usage and Computing Time Efficiency in an IoT Context -- A Hybrid Network Model embracing NB-IoT and D2D Communications : Stochastic Geometry Analysis -- Data Management and IT Applications -- Laws and Regulations on Big Data Management: The Case of South Africa -- Big Data Processing Using Hadoop and Spark: The Case of Meteorology Data -- Mobile health applications future trends and challenges -- AmonAI: a students academic performances prediction system -- Factors Influencing the Adoption of M-Government: Perspectives from a Namibian Marginalised Community -- Recent Approaches to Drift Effects in Credit Rating Models.
Record Nr. UNISA-996465352503316
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020
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e-Infrastructure and e-Services for Developing Countries : 11th EAI International Conference, AFRICOMM 2019, Porto-Novo, Benin, December 3–4, 2019, Proceedings / / edited by Rafik Zitouni, Max Agueh, Pélagie Houngue, Hénoc Soude
e-Infrastructure and e-Services for Developing Countries : 11th EAI International Conference, AFRICOMM 2019, Porto-Novo, Benin, December 3–4, 2019, Proceedings / / edited by Rafik Zitouni, Max Agueh, Pélagie Houngue, Hénoc Soude
Edizione [1st ed. 2020.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020
Descrizione fisica 1 online resource (X, 255 p. 99 illus., 82 illus. in color.)
Disciplina 303.4834
Collana Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
Soggetto topico Computers and civilization
Computer networks
Artificial intelligence
Computers
Computers and Society
Computer Communication Networks
Artificial Intelligence
Information Systems and Communication Service
Computing Milieux
ISBN 3-030-41593-7
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Analysis of the impact of permissions on the vulnerability of mobile applications -- On the Relevance of Using Multi-layered Security in the Opportunistic Internet-of-Things -- Analysis of Software Vulnerabilities Using Machine Learning Techniques -- Africa’s Multilateral Legal Framework on Personal Data Security: What Prospects for the Digital Environment? -- A LoRaWAN coverage testBed and a multi-optional communication architecture for smart city feasibility in developing countries -- Effective Management of Delays at Road Intersections using Smart Traffic Light System -- Binary Search Based PSO for Master Node Enumeration and Placement in a Smart Water Metering Network -- State of Internet Measurement in Africa - A Survey -- I2PA, U-prove, and Idemix: An Evaluation of Memory Usage and Computing Time Efficiency in an IoT Context -- A Hybrid Network Model embracing NB-IoT and D2D Communications : Stochastic Geometry Analysis -- Data Management and IT Applications -- Laws and Regulations on Big Data Management: The Case of South Africa -- Big Data Processing Using Hadoop and Spark: The Case of Meteorology Data -- Mobile health applications future trends and challenges -- AmonAI: a students academic performances prediction system -- Factors Influencing the Adoption of M-Government: Perspectives from a Namibian Marginalised Community -- Recent Approaches to Drift Effects in Credit Rating Models.
Record Nr. UNINA-9910380745303321
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020
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Emerging Technologies for Developing Countries : Second EAI International Conference, AFRICATEK 2018, Cotonou, Benin, May 29–30, 2018, Proceedings / / edited by Rafik Zitouni, Max Agueh
Emerging Technologies for Developing Countries : Second EAI International Conference, AFRICATEK 2018, Cotonou, Benin, May 29–30, 2018, Proceedings / / edited by Rafik Zitouni, Max Agueh
Edizione [1st ed. 2019.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019
Descrizione fisica 1 online resource (XII, 193 p. 103 illus., 63 illus. in color.)
Disciplina 303.4833091724
004
Collana Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
Soggetto topico Computer networks
Artificial intelligence
Computers
Microprogramming
Computer Communication Networks
Artificial Intelligence
Information Systems and Communication Service
Control Structures and Microprogramming
ISBN 3-030-05198-6
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Internet of Things-based Framework for Public Transportation Fleet Management in Non-Smart City -- A middleware for Cyber Physical Systems in an Internet of Things Environment: Case of for Mobile Asset Tracking -- Signal Processing, Control and Coordination in an Intelligent Connected Vehicle -- Embedding A Digital Wallet To Pay-with-a-Selfie, From Functional Requirements To Prototype -- A Predictive Model for Automatic Generation Control in Smart grids using Artificial Neural Networks -- Exploring users’ continuance intention towards mobile SNS: A mobile value perspective -- Smartphone Cyber Security Awareness in Developing Countries: A Case of Thailand.-Development of an Artificial Neural Network Model for predicting surface water level: Case of Modder River catchment area -- UmobiTalk: Ubiquitous mobile speech based translator for Sesotho language -- Embedding A Digital Wallet To Pay-with-a-Selfie, Defining The System Architecture As Blockchain Based -- Practical Method for Evaluating the Performance of a Biometric Algorithm -- Software Defined Networking (SDN) for Universal access -- Awale Game: Application Programming Interface and Augmented Reality Interface -- Vector Space Model of Text Classification based on Inertia Contribution of Document -- Mood and Personality Influence on emotion -- Two Parallelized Filter Methods for Feature Selection Based on Spark.
Record Nr. UNINA-9910337563703321
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019
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Future Research Directions in Computational Intelligence : Selected Papers from the 3rd EAI International Conference on Computational Intelligence and Communication / / edited by Manolo Dulva Hina, Seyedali Mirjalili, Amar Ramdane-Cherif, Rafik Zitouni
Future Research Directions in Computational Intelligence : Selected Papers from the 3rd EAI International Conference on Computational Intelligence and Communication / / edited by Manolo Dulva Hina, Seyedali Mirjalili, Amar Ramdane-Cherif, Rafik Zitouni
Autore Hina Manolo Dulva
Edizione [1st ed. 2024.]
Pubbl/distr/stampa Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024
Descrizione fisica 1 online resource (123 pages)
Disciplina 006.3
Altri autori (Persone) MirjaliliSeyedali
Ramdane-CherifAmar
ZitouniRafik
Collana EAI/Springer Innovations in Communication and Computing
Soggetto topico Telecommunication
Computational intelligence
Artificial intelligence
Communications Engineering, Networks
Computational Intelligence
Artificial Intelligence
ISBN 9783031344596
3031344596
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Introduction -- Perception Enhancement of a Vehicle in a Bad Weather Environment -- Adaptive Backstepping-RBF Control of Lower Limb Exoskeleton -- Advances in Coyote Optimization Algorithm -- Efficient Big Data Architecture Based on Micro Service -- K Semantics for Security Policy Enforcement on Android Applications with Practical Cases -- On the Performance of MIMO Vehicular Visible Light Communications -- An Evaluation Framework for Blockchain-based Public Key Infrastructures -- Intelligent Target Cell Selection Algorithm for Low Latency 5G Networks -- Conclusion.
Record Nr. UNINA-9910760271403321
Hina Manolo Dulva  
Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024
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Innovative Trends in Computational Intelligence
Innovative Trends in Computational Intelligence
Autore Tomar Ravi
Pubbl/distr/stampa Cham : , : Springer International Publishing AG, , 2021
Descrizione fisica 1 online resource (295 pages)
Altri autori (Persone) HinaManolo Dulva
ZitouniRafik
Ramdane-CherifAmar
Collana EAI/Springer Innovations in Communication and Computing Ser.
Soggetto genere / forma Electronic books.
ISBN 9783030782849
9783030782832
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910510555603321
Tomar Ravi  
Cham : , : Springer International Publishing AG, , 2021
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Innovative Trends in Computational Intelligence / / edited by Ravi Tomar, Manolo Dulva Hina, Rafik Zitouni, Amar Ramdane-Cherif
Innovative Trends in Computational Intelligence / / edited by Ravi Tomar, Manolo Dulva Hina, Rafik Zitouni, Amar Ramdane-Cherif
Edizione [1st ed. 2022.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022
Descrizione fisica 1 online resource (295 pages)
Disciplina 006.3
Collana EAI/Springer Innovations in Communication and Computing
Soggetto topico Computational intelligence
Telecommunication
Pattern recognition systems
Data mining
Computational Intelligence
Communications Engineering, Networks
Automated Pattern Recognition
Data Mining and Knowledge Discovery
ISBN 3-030-78284-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Part I. Innovative Trends in Computational Intelligence -- Chapter 1. Data Mining in Healthcare and Prediction Model Using Data-Mining Technique on Covid-19 -- Chapter 2. Computational Intelligence in Intelligent Transportation Systems: An Overview -- Chapter 3. Insights to Computational Intelligence Techniques for Computer Vision -- Chapter 4. A two-stage multi-feature selection method to predict healthcare data using neural network -- Chapter 5. Computational Approaches for Detection and Classification of Crop Diseases -- Chapter 6. Three-Layer Multimodal Biometric Fusion Using SIFT and SURF Descriptors for Improved Accuracy of Authentication of Human Identity -- Chapter 7. Applying Computation Intelligence for Improved Computer Vision Capabilities -- Chapter 8. ECG Feature Extraction -- Chapter 9. Computational Intelligence in Web Min -- Chapter 10. A Review on Cognitive Computational Neuroscience: Overview, Models and Applications -- Chapter 11. Artificial Neural Network: Models, Applications and Challenges -- Chapter 12. Proportional and Multi-Stimulations Haptic Device for Active Upper Limbs Prosthetics Control.
Record Nr. UNINA-9910739445803321
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022
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Towards new e-Infrastructure and e-Services for Developing Countries : 12th EAI International Conference, AFRICOMM 2020, Ebène City, Mauritius, December 2-4, 2020, proceedings / / Rafik Zitouni [and five others] editors
Towards new e-Infrastructure and e-Services for Developing Countries : 12th EAI International Conference, AFRICOMM 2020, Ebène City, Mauritius, December 2-4, 2020, proceedings / / Rafik Zitouni [and five others] editors
Edizione [1st ed. 2021.]
Pubbl/distr/stampa Cham, Switzerland : , : Springer, , [2021]
Descrizione fisica 1 online resource (XIII, 345 p. 148 illus., 127 illus. in color.)
Disciplina 303.4833091724
Collana Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
Soggetto topico Information technology - Developing countries
ISBN 3-030-70572-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Conference Organization -- Contents -- Dynamic Spectrum Access and Mesh Networks -- TV White Spaces Regulatory Framework for Kenya: An Overview and Comparison with Other Regulations in Africa -- 1 Introduction -- 2 Availability of TV White Spaces in Kenya -- 3 TV White Space Trials in Kenya -- 3.1 The 2013 TVWS Experiment (Nanyuki) -- 3.2 The 2018 Experiment (Nanyuki) -- 3.3 The 2020 Experiment (Within Laikipia) -- 4 Overview of the TVWS Regulatory Framework for Kenya -- 4.1 Dynamic Spectrum Access Method -- 4.2 Licensing Model -- 4.3 TVWS Spectrum Fees -- 4.4 Geolocation Database Architecture -- 4.5 Eligible Operators -- 4.6 Maximum Transmit Power -- 4.7 White Space Devices Coexistence Considerations -- 4.8 Device Characteristics and Other Parameters -- 4.9 Exchange of Parameters Between WSD and GDB -- 4.10 Interference Management -- 5 Analysis and Comparison of Kenya TV White Space Framework with Other Frameworks in Africa -- 5.1 Spectrum Band -- 5.2 Licensing Approach -- 5.3 WSD Transmit Maximum Power -- 5.4 Maximum Antenna Height -- 5.5 Spectrum Sharing Method -- 5.6 GDB Implementation -- 5.7 Coexistence Rules -- 5.8 Channel Validity Period -- 5.9 Channel Aggregation -- 5.10 Border Areas -- 5.11 Approval Status of Regulations -- 6 Recommended Critical Success Factors for Development of Dynamic Spectrum Management Frameworks -- 7 Conclusion -- References -- Filtered Based UFMC Waveform Applied on Joint DVB-T2/NUC System -- 1 Introduction -- 2 Related Works -- 2.1 NUCs Related Works -- 2.2 UFMC Related Works -- 3 BICM Capacity and NUC Constellation -- 3.1 BICM Capacity -- 3.2 Non Uniform Constellations -- 3.3 Relevance of 2D-Demapper for 2D-NUCs -- 4 Comparison of CP-OFDM and UFMC -- 4.1 CP-OFDM -- 4.2 Filtered Based Waveform: UFMC -- 5 DVB-T2 Physical Layer -- 5.1 Lite Version Including NUCs and UFMC.
5.2 Channel Used and Parameters -- 5.3 Non Uniform Constellations Shapes -- 6 Simulation Results -- 6.1 System and Performance Validation Using AWGN -- 6.2 Simulation Results Using TU6 -- 6.3 Analysis -- 7 Conclusion -- References -- A Multi-objective Approach for Wireless Heterogeneous Router Placement in Rural Wireless Mesh Networks -- 1 Introduction -- 2 Related Works -- 3 Placement Problem Formulation -- 4 Placement Approaches Based on Pareto Front -- 4.1 Initialisation and Global Parameters of Algorithms -- 4.2 Multi-objective Centre of Mass (MCM) -- 4.3 Multi-objective Simulated Annealing (MSA) -- 4.4 Multi-objective Simulated Annealing Based CM (MSAC) -- 5 Simulation Results -- 6 Conclusion and Future Work -- References -- Wireless Sensing and 5G Networks -- Indoor Localization with Filtered and Corrected Calibration RSSI -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Offline Phase RSSI Correction -- 3.2 Raw Dataset and Properties -- 3.3 Classification -- 4 Testing and Results -- 4.1 Localization Classification Results -- 4.2 Gateway Classification Results -- 5 Conclusion -- References -- A Transmission Power Optimisation Algorithm for Wireless Sensor Networks -- 1 Introduction -- 1.1 Rationale and Aims -- 2 Related Work -- 3 Proposed Design -- 3.1 The Transmission Power Optimisation Algorithm (TPOA) -- 3.2 The Modified Mixed Hop Count and RSSI Based Routing Algorithm (MHRWSN) -- 3.3 Hardware Design -- 4 Implementation -- 4.1 Software Implementation -- 4.2 Hardware Implementation -- 5 Testing, Results and Discussion -- 5.1 Power Consumption -- 5.2 Observations -- 6 Conclusion -- References -- The Wideband Approach of 5G EMF Monitoring -- 1 Introduction -- 2 Measurement of 5G EMF Level -- 2.1 Frequency Selective Approach for 5G EMF Measurement -- 2.2 Continuous Wideband Approach for 5G EMF Measurement.
3 The EMF RATEL Monitoring of 5G EMF -- 3.1 The EMF RATEL Concept -- 3.2 The Service-Based Wideband EMF Monitoring -- 3.3 The AMS 8061 Data Transfer in EMF RATEL System -- 4 The Initial Results of 5G EMF Monitoring by EMF RATEL -- 4.1 Analyses of Measurement Results from Service-Based Monitoring -- 5 Conclusion -- References -- ANN-FL Secure Handover Protocol for 5G and Beyond Networks -- 1 Introduction -- 2 Related Work -- 3 System Model -- 3.1 Simulation Environment -- 3.2 Hysteresis Margin Optimization -- 3.3 Fuzzy Logic Facilitated Handover Decision -- 3.4 Advance Timing -- 3.5 Parameter Selection and Handover Strategy -- 3.6 Handover Process Security -- 4 Results and Discussion -- 5 Conclusion and Future Work -- References -- Software-Defined Networking -- A Middleware for Integrating Legacy Network Devices into Software-Defined Networking (SDN) -- 1 Introduction -- 1.1 Problem Statement -- 2 Background Study -- 2.1 Software-Defined Networking Concepts -- 2.2 Current Research Developments -- 3 Proposed SDN Middleware System -- 4 Design -- 4.1 General Architecture -- 4.2 Software Design -- 5 Implementation -- 5.1 Initialization of the SDN Middleware System -- 5.2 Interception of SDN Messages -- 5.3 Inspection of SDN Messages -- 5.4 Processing of SDN Messages -- 5.5 Command Preparation and Execution -- 6 Test Results -- 7 Evaluation of the SDN Middleware System -- 7.1 Novelty and Contribution -- 7.2 Cost Evaluation -- 7.3 SDN Middleware System Performance -- 8 Conclusion -- References -- Rate of Network Convergence Determination Using Deterministic Adaptive Rendering Technique -- 1 Introduction -- 2 Related Works -- 3 Proposed Algorithm Model -- 4 Result and Discussions -- 4.1 Performance Tests -- 4.2 Convergence Rate -- 5 Conclusion and Future Works -- References.
An Enhanced Flow-Based QoS Management Within Edge Layer for SDN-Based IoT Networking -- 1 Introduction -- 2 Related Work -- 3 Brief Overview on Considered SDN-Based QoS Problem -- 3.1 SDN-Based IoT Network Architecture -- 3.2 Problem Statement -- 3.3 AQRA Drawbacks -- 4 EFQM SDN-Based Framework -- 4.1 EFQM Background -- 4.2 EFQM Architecture -- 4.3 Traffic Classification -- 5 EFQM Evaluation -- 6 Conclusion -- References -- Internet of Things -- IoT Sensing Box to Support Small-Scale Farming in Africa -- 1 Introduction -- 2 IoT Sensing Box Architecture -- 3 Image Acquisition Module for Computer Vision -- 4 Casing Design and Assembly -- 5 IoT Sensing Box Prototype -- 5.1 IoT Sensing Box Software -- 6 Conclusions -- References -- A Group-Based IoT Devices Classification Through Network Traffic Analysis Based on Machine Learning Approach -- 1 Introduction -- 2 Related Works -- 3 Experimental Setup -- 3.1 Dataset Description -- 3.2 Dataset Preprocessing -- 3.3 Testbed Architecture -- 4 Experimental Results -- 4.1 Leveraging Hybrids Features -- 4.2 Traffic Features Selection -- 4.3 Data Visualization -- 4.4 Classification -- 5 Discussion -- 6 Conclusion -- References -- Performance Evaluation of Spreading Factors in LoRa Networks -- 1 Introduction -- 2 Overview of LoRa/LoRaWAN -- 3 Related Work -- 4 Simulation Setup -- 4.1 Design and Layout -- 4.2 Topology and LoRa Devices -- 4.3 LoRa Simulations a Framework -- 4.4 LoRa Links -- 4.5 Energy Consumption Module -- 5 Evaluation of Performance -- 5.1 Parameters of the Simulation -- 6 Simulation Results -- 7 Discussion -- 8 Conclusion -- References -- e-Services and Big Data -- Least Cost Remote Learning for Under-Served Communities -- 1 Introduction -- 2 Review of Literature -- 2.1 Learning Platforms -- 2.2 Educational Learning Management Systems -- 3 Data Requirements and Costing -- 3.1 Data Cost.
3.2 E-Learning Data Requirements -- 4 Recommendations for Under-Served Communities -- 4.1 Television -- 4.2 Podcasts -- 4.3 Webinars -- 4.4 Low Cost Options -- 4.5 Hardware -- 4.6 Corporate and Governmental Participation -- 5 Conclusion -- References -- Digitizing Physical Assets on Blockchain 2.0: A Smart Contract Approach to Land Transfer and Registry -- 1 Introduction -- 1.1 The Paper-Based Land Registration System in Ghana -- 1.2 Project Objectives -- 1.3 Scope -- 2 Background and Other Work -- 3 Methodology -- 3.1 System Design Process -- 4 Implementation -- 4.1 The Nodes -- 4.2 Smart Contracts -- 5 Results and Discussion -- 5.1 How Has the Project Addressed the Problem? -- 5.2 Non-technical Considerations -- 6 Conclusion -- References -- Normalized Comparison Method for Finding the Most Efficient DSS Code -- 1 Introduction -- 2 Trade-Off Curve for DSS -- 3 Overview of DSS Codes -- 3.1 Regenerating Code -- 3.2 Repetition Code -- 3.3 Reed-Solomon Based DSS Code -- 3.4 Clay Code -- 4 Analysis of the Different Comparison Procedures -- 4.1 Regeneration Code -- 4.2 Repetition Code -- 4.3 RS Based DSS Code -- 4.4 Clay Code -- 4.5 Comparison -- 5 Conclusion -- References -- Predictive Policing Using Deep Learning: A Community Policing Practical Case Study -- 1 Introduction -- 1.1 MeMeZa Community Policing Platform -- 1.2 Summary of Gaps and Opportunities -- 1.3 Research Problem and Focus -- 2 Related Work -- 3 Deep Learning Models -- 3.1 Feed-Forward Neural Network (FFNN) -- 3.2 Recurrent Neural Network (RNN) -- 4 Model Implementation -- 4.1 Data Used: MeMeZa Data -- 4.2 Feature Selection and Data Fusion -- 4.3 Evaluation Metric -- 5 Experimental Results and Discussion -- 6 Conclusion and Future Work -- References -- DNS Resilience and Performance -- On QoE Impact of DoH and DoT in Africa: Why a User's DNS Choice Matters -- 1 Introduction.
2 Background.
Record Nr. UNISA-996464437803316
Cham, Switzerland : , : Springer, , [2021]
Materiale a stampa
Lo trovi qui: Univ. di Salerno
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Towards new e-Infrastructure and e-Services for Developing Countries : 12th EAI International Conference, AFRICOMM 2020, Ebène City, Mauritius, December 2-4, 2020, Proceedings / / edited by Rafik Zitouni, Amreesh Phokeer, Josiah Chavula, Ahmed Elmokashfi, Assane Gueye, Nabil Benamar
Towards new e-Infrastructure and e-Services for Developing Countries : 12th EAI International Conference, AFRICOMM 2020, Ebène City, Mauritius, December 2-4, 2020, Proceedings / / edited by Rafik Zitouni, Amreesh Phokeer, Josiah Chavula, Ahmed Elmokashfi, Assane Gueye, Nabil Benamar
Edizione [1st ed. 2021.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021
Descrizione fisica 1 online resource (XIII, 345 p. 148 illus., 127 illus. in color.)
Disciplina 303.4833091724
004.6
Collana Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
Soggetto topico Computers and civilization
Computer engineering
Computer networks
Data structures (Computer science)
Information theory
Computers and Society
Computer Engineering and Networks
Data Structures and Information Theory
ISBN 3-030-70572-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Conference Organization -- Contents -- Dynamic Spectrum Access and Mesh Networks -- TV White Spaces Regulatory Framework for Kenya: An Overview and Comparison with Other Regulations in Africa -- 1 Introduction -- 2 Availability of TV White Spaces in Kenya -- 3 TV White Space Trials in Kenya -- 3.1 The 2013 TVWS Experiment (Nanyuki) -- 3.2 The 2018 Experiment (Nanyuki) -- 3.3 The 2020 Experiment (Within Laikipia) -- 4 Overview of the TVWS Regulatory Framework for Kenya -- 4.1 Dynamic Spectrum Access Method -- 4.2 Licensing Model -- 4.3 TVWS Spectrum Fees -- 4.4 Geolocation Database Architecture -- 4.5 Eligible Operators -- 4.6 Maximum Transmit Power -- 4.7 White Space Devices Coexistence Considerations -- 4.8 Device Characteristics and Other Parameters -- 4.9 Exchange of Parameters Between WSD and GDB -- 4.10 Interference Management -- 5 Analysis and Comparison of Kenya TV White Space Framework with Other Frameworks in Africa -- 5.1 Spectrum Band -- 5.2 Licensing Approach -- 5.3 WSD Transmit Maximum Power -- 5.4 Maximum Antenna Height -- 5.5 Spectrum Sharing Method -- 5.6 GDB Implementation -- 5.7 Coexistence Rules -- 5.8 Channel Validity Period -- 5.9 Channel Aggregation -- 5.10 Border Areas -- 5.11 Approval Status of Regulations -- 6 Recommended Critical Success Factors for Development of Dynamic Spectrum Management Frameworks -- 7 Conclusion -- References -- Filtered Based UFMC Waveform Applied on Joint DVB-T2/NUC System -- 1 Introduction -- 2 Related Works -- 2.1 NUCs Related Works -- 2.2 UFMC Related Works -- 3 BICM Capacity and NUC Constellation -- 3.1 BICM Capacity -- 3.2 Non Uniform Constellations -- 3.3 Relevance of 2D-Demapper for 2D-NUCs -- 4 Comparison of CP-OFDM and UFMC -- 4.1 CP-OFDM -- 4.2 Filtered Based Waveform: UFMC -- 5 DVB-T2 Physical Layer -- 5.1 Lite Version Including NUCs and UFMC.
5.2 Channel Used and Parameters -- 5.3 Non Uniform Constellations Shapes -- 6 Simulation Results -- 6.1 System and Performance Validation Using AWGN -- 6.2 Simulation Results Using TU6 -- 6.3 Analysis -- 7 Conclusion -- References -- A Multi-objective Approach for Wireless Heterogeneous Router Placement in Rural Wireless Mesh Networks -- 1 Introduction -- 2 Related Works -- 3 Placement Problem Formulation -- 4 Placement Approaches Based on Pareto Front -- 4.1 Initialisation and Global Parameters of Algorithms -- 4.2 Multi-objective Centre of Mass (MCM) -- 4.3 Multi-objective Simulated Annealing (MSA) -- 4.4 Multi-objective Simulated Annealing Based CM (MSAC) -- 5 Simulation Results -- 6 Conclusion and Future Work -- References -- Wireless Sensing and 5G Networks -- Indoor Localization with Filtered and Corrected Calibration RSSI -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Offline Phase RSSI Correction -- 3.2 Raw Dataset and Properties -- 3.3 Classification -- 4 Testing and Results -- 4.1 Localization Classification Results -- 4.2 Gateway Classification Results -- 5 Conclusion -- References -- A Transmission Power Optimisation Algorithm for Wireless Sensor Networks -- 1 Introduction -- 1.1 Rationale and Aims -- 2 Related Work -- 3 Proposed Design -- 3.1 The Transmission Power Optimisation Algorithm (TPOA) -- 3.2 The Modified Mixed Hop Count and RSSI Based Routing Algorithm (MHRWSN) -- 3.3 Hardware Design -- 4 Implementation -- 4.1 Software Implementation -- 4.2 Hardware Implementation -- 5 Testing, Results and Discussion -- 5.1 Power Consumption -- 5.2 Observations -- 6 Conclusion -- References -- The Wideband Approach of 5G EMF Monitoring -- 1 Introduction -- 2 Measurement of 5G EMF Level -- 2.1 Frequency Selective Approach for 5G EMF Measurement -- 2.2 Continuous Wideband Approach for 5G EMF Measurement.
3 The EMF RATEL Monitoring of 5G EMF -- 3.1 The EMF RATEL Concept -- 3.2 The Service-Based Wideband EMF Monitoring -- 3.3 The AMS 8061 Data Transfer in EMF RATEL System -- 4 The Initial Results of 5G EMF Monitoring by EMF RATEL -- 4.1 Analyses of Measurement Results from Service-Based Monitoring -- 5 Conclusion -- References -- ANN-FL Secure Handover Protocol for 5G and Beyond Networks -- 1 Introduction -- 2 Related Work -- 3 System Model -- 3.1 Simulation Environment -- 3.2 Hysteresis Margin Optimization -- 3.3 Fuzzy Logic Facilitated Handover Decision -- 3.4 Advance Timing -- 3.5 Parameter Selection and Handover Strategy -- 3.6 Handover Process Security -- 4 Results and Discussion -- 5 Conclusion and Future Work -- References -- Software-Defined Networking -- A Middleware for Integrating Legacy Network Devices into Software-Defined Networking (SDN) -- 1 Introduction -- 1.1 Problem Statement -- 2 Background Study -- 2.1 Software-Defined Networking Concepts -- 2.2 Current Research Developments -- 3 Proposed SDN Middleware System -- 4 Design -- 4.1 General Architecture -- 4.2 Software Design -- 5 Implementation -- 5.1 Initialization of the SDN Middleware System -- 5.2 Interception of SDN Messages -- 5.3 Inspection of SDN Messages -- 5.4 Processing of SDN Messages -- 5.5 Command Preparation and Execution -- 6 Test Results -- 7 Evaluation of the SDN Middleware System -- 7.1 Novelty and Contribution -- 7.2 Cost Evaluation -- 7.3 SDN Middleware System Performance -- 8 Conclusion -- References -- Rate of Network Convergence Determination Using Deterministic Adaptive Rendering Technique -- 1 Introduction -- 2 Related Works -- 3 Proposed Algorithm Model -- 4 Result and Discussions -- 4.1 Performance Tests -- 4.2 Convergence Rate -- 5 Conclusion and Future Works -- References.
An Enhanced Flow-Based QoS Management Within Edge Layer for SDN-Based IoT Networking -- 1 Introduction -- 2 Related Work -- 3 Brief Overview on Considered SDN-Based QoS Problem -- 3.1 SDN-Based IoT Network Architecture -- 3.2 Problem Statement -- 3.3 AQRA Drawbacks -- 4 EFQM SDN-Based Framework -- 4.1 EFQM Background -- 4.2 EFQM Architecture -- 4.3 Traffic Classification -- 5 EFQM Evaluation -- 6 Conclusion -- References -- Internet of Things -- IoT Sensing Box to Support Small-Scale Farming in Africa -- 1 Introduction -- 2 IoT Sensing Box Architecture -- 3 Image Acquisition Module for Computer Vision -- 4 Casing Design and Assembly -- 5 IoT Sensing Box Prototype -- 5.1 IoT Sensing Box Software -- 6 Conclusions -- References -- A Group-Based IoT Devices Classification Through Network Traffic Analysis Based on Machine Learning Approach -- 1 Introduction -- 2 Related Works -- 3 Experimental Setup -- 3.1 Dataset Description -- 3.2 Dataset Preprocessing -- 3.3 Testbed Architecture -- 4 Experimental Results -- 4.1 Leveraging Hybrids Features -- 4.2 Traffic Features Selection -- 4.3 Data Visualization -- 4.4 Classification -- 5 Discussion -- 6 Conclusion -- References -- Performance Evaluation of Spreading Factors in LoRa Networks -- 1 Introduction -- 2 Overview of LoRa/LoRaWAN -- 3 Related Work -- 4 Simulation Setup -- 4.1 Design and Layout -- 4.2 Topology and LoRa Devices -- 4.3 LoRa Simulations a Framework -- 4.4 LoRa Links -- 4.5 Energy Consumption Module -- 5 Evaluation of Performance -- 5.1 Parameters of the Simulation -- 6 Simulation Results -- 7 Discussion -- 8 Conclusion -- References -- e-Services and Big Data -- Least Cost Remote Learning for Under-Served Communities -- 1 Introduction -- 2 Review of Literature -- 2.1 Learning Platforms -- 2.2 Educational Learning Management Systems -- 3 Data Requirements and Costing -- 3.1 Data Cost.
3.2 E-Learning Data Requirements -- 4 Recommendations for Under-Served Communities -- 4.1 Television -- 4.2 Podcasts -- 4.3 Webinars -- 4.4 Low Cost Options -- 4.5 Hardware -- 4.6 Corporate and Governmental Participation -- 5 Conclusion -- References -- Digitizing Physical Assets on Blockchain 2.0: A Smart Contract Approach to Land Transfer and Registry -- 1 Introduction -- 1.1 The Paper-Based Land Registration System in Ghana -- 1.2 Project Objectives -- 1.3 Scope -- 2 Background and Other Work -- 3 Methodology -- 3.1 System Design Process -- 4 Implementation -- 4.1 The Nodes -- 4.2 Smart Contracts -- 5 Results and Discussion -- 5.1 How Has the Project Addressed the Problem? -- 5.2 Non-technical Considerations -- 6 Conclusion -- References -- Normalized Comparison Method for Finding the Most Efficient DSS Code -- 1 Introduction -- 2 Trade-Off Curve for DSS -- 3 Overview of DSS Codes -- 3.1 Regenerating Code -- 3.2 Repetition Code -- 3.3 Reed-Solomon Based DSS Code -- 3.4 Clay Code -- 4 Analysis of the Different Comparison Procedures -- 4.1 Regeneration Code -- 4.2 Repetition Code -- 4.3 RS Based DSS Code -- 4.4 Clay Code -- 4.5 Comparison -- 5 Conclusion -- References -- Predictive Policing Using Deep Learning: A Community Policing Practical Case Study -- 1 Introduction -- 1.1 MeMeZa Community Policing Platform -- 1.2 Summary of Gaps and Opportunities -- 1.3 Research Problem and Focus -- 2 Related Work -- 3 Deep Learning Models -- 3.1 Feed-Forward Neural Network (FFNN) -- 3.2 Recurrent Neural Network (RNN) -- 4 Model Implementation -- 4.1 Data Used: MeMeZa Data -- 4.2 Feature Selection and Data Fusion -- 4.3 Evaluation Metric -- 5 Experimental Results and Discussion -- 6 Conclusion and Future Work -- References -- DNS Resilience and Performance -- On QoE Impact of DoH and DoT in Africa: Why a User's DNS Choice Matters -- 1 Introduction.
2 Background.
Record Nr. UNINA-9910484119503321
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021
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