| TÃtulo : |
Artificial Intelligence for Communications and Networks : Second EAI International Conference, AICON 2020, Virtual Event, December 19-20, 2020, Proceedings |
| Tipo de documento: |
documento electrónico |
| Autores: |
Shi, Shuo, ; Ye, Liang, ; Zhang, Yu, |
| Mención de edición: |
1 ed. |
| Editorial: |
[s.l.] : Springer |
| Fecha de publicación: |
2021 |
| Número de páginas: |
XIII, 610 p. 311 ilustraciones, 220 ilustraciones en color. |
| ISBN/ISSN/DL: |
978-3-030-69066-3 |
| Nota general: |
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. |
| Palabras clave: |
Inteligencia artificial TeorÃa de la codificación TeorÃa de la información Software de la aplicacion Informática Red de computadoras TeorÃa de la codificación y la información Aplicaciones informáticas y de sistemas de información Matemáticas de la Computación Redes de comunicación informática |
| Clasificación: |
|
| Resumen: |
Este libro constituye las actas posteriores a la conferencia de la Segunda Conferencia Internacional EAI sobre Inteligencia Artificial para Comunicaciones y Redes, AICON 2020, celebrada en diciembre de 2020. Debido a la pandemia de COVID-19, la conferencia se llevó a cabo de forma virtual. Los 52 artÃculos completos fueron cuidadosamente revisados ​​y seleccionados entre 112 presentaciones. Los artÃculos están organizados en secciones temáticas sobre aprendizaje profundo/aprendizaje automático en procesamiento de información y señales; IA en comunicaciones inalámbricas móviles ubicuas; IA en comunicaciones inalámbricas asistidas por UAV; Educación Inteligente: Cambio Educativo en la era de la Inteligencia artificial; IA en la detección de objetivos SAR/ISAR; Avances recientes en IA y sus aplicaciones en el futuro campo electrónico y de la información. |
| Nota de contenido: |
Deep Learning/Machine Learning on Information and Signal Processing -- Cell Detection and Counting Method Based on Connected Domain of Binary Image -- 2D DOA estimation based on modified compressed sensing algorithm -- Perceptual Quality Enhancement with Multi-scale Deep Learning for Video Transmission: A QoE Perspective -- Indoor Map Construction Method based on Geomagnetic Signals and Smartphones -- An improved generation method of adversarial example to deceive NLP deep learning classifiers -- Encryption analysis of different measurement matrices based on compressed sensing -- Indoor visual positioning based on image retrieval in dense connected convolutional network -- Coin Recognition Based on Physical Detection and Template Matching -- Generative Adversarial Network for Generating Time-Frequency Images -- Research on Weak Signal Detection Method Based on Duffing Oscillator in Narrowband Noise -- AI in Ubiquitous Mobile Wireless Communications Research on an Intelligent Routing Strategy forIndustrial Internet of Things -- Joint Equalization and Raptor Decoding for Underwater Acoustic Communication -- Design of Wireless Communication System for CNC Machine Tools -- Energy Efficiency Optimization for Subcarrier Allocationbased SWIPT in OFDM Communications -- Comparative Analysis of Communication Links between Earth-Moon and Earth-Mars -- Compact Miniature MIMO Array Antenna towards Millimeter Wave -- Research and Equilibrium Optimization of AODV Routing Protocol in Ad Hoc Network -- Delay Minimization in Multi-UAV Assisted Wireless Networks: A Reinforcement Learning Approach -- Trajectory Planning Based on K-means in UAV-Assisted Networks with Underlaid D2D Communications -- A Multi-source Fused Location Estimation Method for UAV Based on Machine Vision and Strapdown Inertial Navigation -- A Summary of UAV Positioning Technology in GPS Denial Environment -- Energy-Efficient Multi-UAV-Enabled Computation Offloading for Industrial Internet of Things via Deep Reinforcemnt Learning -- Smart Education: Educational Change in the age of artificial intelligence -- Campus Bullying Detecting Algorithm Based on Surveillance Video -- The Applications and Drawbacks of Emerging AI Framework in online education field -- AI Application In Education -- The Future Development of Education in the Era of Artificial Intelligence -- Dormitory Management System Based on Face Recognition -- Factors Affecting Students' Flow Experience of E-learning System In Higher Vocational Education Using UTAUT and Structural Equation Modeling Approaches -- Smart Education: Educational Change in the age of artificial Intelligence; AI in SAR/ISAR Target Detection -- Low altitude target detection technology based on 5G base station -- Review of Research on Gesture Recognition Based on Radar Technology -- Analysis of The Influence of Convolutional Layer in Deep Convolutional Neural Network on SAR Target Recognition -- A Real-time Two-stage Detector for Static Monitor using GMM for Region Proposal -- An Optimized Lee Filter Denoising Method Based on EIP Correction -- Research on Azimuth Measurement Method of CCD Camera Based on Computer 3D Vision System -- An Overspeed Capture System Based on Radar Speed Measurement and Vehicle Recognition -- Study on Elevation Estimation of Low-angle Target in Meter-wave Radar Based on Machine-Learning -- Target Registration Based on Fusing Features of Visible and Two Wave Bands Infrared Images -- Deep Learning based Target Activity Recognition Using FMCW Radar -- Smart Education: Educational Change in the age of artificial Intelligence; AI in SAR/ISAR Target Detection; Recent advances in AI and their applications in future electronic and information field -- A visible light indoor location system based on Lambert optimization model RSS fingerprint database algorithm -- A Target detection algorithm based on Faster R-CNN -- Evaluating Recursive Backtracking Depth-first Search Algorithm in Unknown Search Space for Self-Learning Path Finding Robot -- FTEI: A Fault Tolerance Model of FPGA with Endogenous Immunity -- The Design Of An Intelligent Monitoring System For Human Action -- Coding Technology of Building Space Marking Position -- Maximum Power Output Control Method of Photovoltaic for Parallel Inverter System Based on Droop Control -- An OOV Recognition Based Approach to Detecting Sensitive Information in Dialogue Texts of Electric Power. |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
Artificial Intelligence for Communications and Networks : Second EAI International Conference, AICON 2020, Virtual Event, December 19-20, 2020, Proceedings [documento electrónico] / Shi, Shuo, ; Ye, Liang, ; Zhang, Yu, . - 1 ed. . - [s.l.] : Springer, 2021 . - XIII, 610 p. 311 ilustraciones, 220 ilustraciones en color. ISBN : 978-3-030-69066-3 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
| Palabras clave: |
Inteligencia artificial TeorÃa de la codificación TeorÃa de la información Software de la aplicacion Informática Red de computadoras TeorÃa de la codificación y la información Aplicaciones informáticas y de sistemas de información Matemáticas de la Computación Redes de comunicación informática |
| Clasificación: |
|
| Resumen: |
Este libro constituye las actas posteriores a la conferencia de la Segunda Conferencia Internacional EAI sobre Inteligencia Artificial para Comunicaciones y Redes, AICON 2020, celebrada en diciembre de 2020. Debido a la pandemia de COVID-19, la conferencia se llevó a cabo de forma virtual. Los 52 artÃculos completos fueron cuidadosamente revisados ​​y seleccionados entre 112 presentaciones. Los artÃculos están organizados en secciones temáticas sobre aprendizaje profundo/aprendizaje automático en procesamiento de información y señales; IA en comunicaciones inalámbricas móviles ubicuas; IA en comunicaciones inalámbricas asistidas por UAV; Educación Inteligente: Cambio Educativo en la era de la Inteligencia artificial; IA en la detección de objetivos SAR/ISAR; Avances recientes en IA y sus aplicaciones en el futuro campo electrónico y de la información. |
| Nota de contenido: |
Deep Learning/Machine Learning on Information and Signal Processing -- Cell Detection and Counting Method Based on Connected Domain of Binary Image -- 2D DOA estimation based on modified compressed sensing algorithm -- Perceptual Quality Enhancement with Multi-scale Deep Learning for Video Transmission: A QoE Perspective -- Indoor Map Construction Method based on Geomagnetic Signals and Smartphones -- An improved generation method of adversarial example to deceive NLP deep learning classifiers -- Encryption analysis of different measurement matrices based on compressed sensing -- Indoor visual positioning based on image retrieval in dense connected convolutional network -- Coin Recognition Based on Physical Detection and Template Matching -- Generative Adversarial Network for Generating Time-Frequency Images -- Research on Weak Signal Detection Method Based on Duffing Oscillator in Narrowband Noise -- AI in Ubiquitous Mobile Wireless Communications Research on an Intelligent Routing Strategy forIndustrial Internet of Things -- Joint Equalization and Raptor Decoding for Underwater Acoustic Communication -- Design of Wireless Communication System for CNC Machine Tools -- Energy Efficiency Optimization for Subcarrier Allocationbased SWIPT in OFDM Communications -- Comparative Analysis of Communication Links between Earth-Moon and Earth-Mars -- Compact Miniature MIMO Array Antenna towards Millimeter Wave -- Research and Equilibrium Optimization of AODV Routing Protocol in Ad Hoc Network -- Delay Minimization in Multi-UAV Assisted Wireless Networks: A Reinforcement Learning Approach -- Trajectory Planning Based on K-means in UAV-Assisted Networks with Underlaid D2D Communications -- A Multi-source Fused Location Estimation Method for UAV Based on Machine Vision and Strapdown Inertial Navigation -- A Summary of UAV Positioning Technology in GPS Denial Environment -- Energy-Efficient Multi-UAV-Enabled Computation Offloading for Industrial Internet of Things via Deep Reinforcemnt Learning -- Smart Education: Educational Change in the age of artificial intelligence -- Campus Bullying Detecting Algorithm Based on Surveillance Video -- The Applications and Drawbacks of Emerging AI Framework in online education field -- AI Application In Education -- The Future Development of Education in the Era of Artificial Intelligence -- Dormitory Management System Based on Face Recognition -- Factors Affecting Students' Flow Experience of E-learning System In Higher Vocational Education Using UTAUT and Structural Equation Modeling Approaches -- Smart Education: Educational Change in the age of artificial Intelligence; AI in SAR/ISAR Target Detection -- Low altitude target detection technology based on 5G base station -- Review of Research on Gesture Recognition Based on Radar Technology -- Analysis of The Influence of Convolutional Layer in Deep Convolutional Neural Network on SAR Target Recognition -- A Real-time Two-stage Detector for Static Monitor using GMM for Region Proposal -- An Optimized Lee Filter Denoising Method Based on EIP Correction -- Research on Azimuth Measurement Method of CCD Camera Based on Computer 3D Vision System -- An Overspeed Capture System Based on Radar Speed Measurement and Vehicle Recognition -- Study on Elevation Estimation of Low-angle Target in Meter-wave Radar Based on Machine-Learning -- Target Registration Based on Fusing Features of Visible and Two Wave Bands Infrared Images -- Deep Learning based Target Activity Recognition Using FMCW Radar -- Smart Education: Educational Change in the age of artificial Intelligence; AI in SAR/ISAR Target Detection; Recent advances in AI and their applications in future electronic and information field -- A visible light indoor location system based on Lambert optimization model RSS fingerprint database algorithm -- A Target detection algorithm based on Faster R-CNN -- Evaluating Recursive Backtracking Depth-first Search Algorithm in Unknown Search Space for Self-Learning Path Finding Robot -- FTEI: A Fault Tolerance Model of FPGA with Endogenous Immunity -- The Design Of An Intelligent Monitoring System For Human Action -- Coding Technology of Building Space Marking Position -- Maximum Power Output Control Method of Photovoltaic for Parallel Inverter System Based on Droop Control -- An OOV Recognition Based Approach to Detecting Sensitive Information in Dialogue Texts of Electric Power. |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
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