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6G Vision: ML, Intelligent Surfaces & Optical Networks · LearnSpace
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6G Vision: ML, Intelligent Surfaces & Optical Networks

Курс от University of Glasgow
Средний≈ 17.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

The first part of this specialization in 6G wireless technologies will equip learners to master foundational 6G concepts and vision, analyze AI-driven network operations, understand Reconfigurable Intelligent Surfaces (RIS) technology, and explore optical wireless communications including LiFi. Learners will gain critical insights from leading experts on how smart radio and optical systems will reshape wireless connectivity. Part 1 combines theoretical foundations with practical insights from industry pioneers, focusing on AI-native networks and intelligent surfaces that will define next-generation connectivity. The integrated approach linking RIS technology with machine learning and optical wireless systems provides a strong understanding of 6G's enablers and related technologies. By completing Part 1, learners will be equipped with specialized knowledge in the fast-evolving areas of 6G development, positioning them at the forefront of wireless innovation. This foundation prepares learners for advanced topics in Parts 2 and 3, creating a pathway to 6G expertise that bridges academic research with real-world applications.

Навыки, которые вы освоите

Wireless NetworksCommunication SystemsEmerging TechnologiesArtificial Intelligence and Machine Learning (AI/ML)Machine LearningZero Trust Network AccessNetwork Planning And DesignDigital CommunicationsInformation TechnologyInternet Of ThingsElectronics EngineeringDistributed ComputingTrustworthinessSoftware-Defined NetworkingAI IntegrationsElectrical Engineering

Программа курса

4 модулей · 88 учебных материалов

01Module 1: Introduction to 6G Wireless Technologies27 материалов

Welcome to the Course

Welcome to the CourseВидеоMeet the Course TeamЧтениеCourse StructureЧтениеStay connected with UofG OnlineЧтение

Section 1: Introduction to 6G and its Vision

Учитесь у экспертов

Lina Mohjazi

Преподаватель курса

Hanaa Abumarshoud

Преподаватель курса

6G Vision: ML, Intelligent Surfaces & Optical Networks
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 17.4 ч

4 модулей

Язык: Английский

Субтитры: Казахский

Часть программы вашего университета
Meet the InstructorsЧтение
Introduction to 6G and its Vision Part 1Видео
Introduction to 6G and its Vision Part 2Видео
Section 1 Lecture SlidesЧтение
Journal Article: The Journey Toward 6GЧтение

Section 2: Ubiquitous Coverage

Ubiquitous coverage – A Hidden Agenda for 6GВидеоSection 2 Lecture SlidesЧтениеJournal Article: A Speculative Study on 6GЧтениеPractice Quiz 1Задание

Section 3: Enabling Principles

Enabling PrinciplesВидеоSection 3 Lecture SlidesЧтениеBeyond 5G/6G Vision White PaperЧтение

Section 4: AI-Driven Efficient Operation

AI-Driven Efficient OperationВидеоSection 4 Lecture SlidesЧтение5G Backhaul Challenges and Emerging Research DirectionsЧтениеPractice Quiz 2Задание

Section 5: AI for 6G and 6G for AI

AI for 6G and 6G for AIВидеоSection 5 Lecture SlidesЧтениеJournal Article: A Review of 6G and AI ConvergenceЧтение

Section 6: Pointers for Relevant Work

Pointers for Relevant WorkВидеоSection 6 Lecture SlidesЧтениеFurther ReadingЧтениеModule 1 Final AssessmentЗадание
02Module 2: Reconfigurable Intelligent Surfaces (RIS)-Assisted Wireless Communication Systems22 материалов

Section 1: Introduction to Reconfigurable Intelligent Surfaces

Meet the InstructorЧтениеIntroduction to RIS Part 1ВидеоIntroduction to RIS Part 2ВидеоSection 1 Lecture SlidesЧтениеJournal Article: RIS Principles and OpportunitiesЧтение

Section 2: Fundamental Working Principles of Reconfigurable Intelligent Surfaces

Fundamental Working Principles of RISВидеоSection 2 Lecture SlidesЧтениеJournal Article: A Survey on RIS - Wireless Communication Perspective Чтение

Section 3: RIS-Assisted Wireless Communications

RIS-Assisted Wireless CommunicationsВидеоSection 3 Lecture SlidesЧтениеJournal Article: An Overview of Intelligent Meta-Surfaces for 6G and BeyondЧтение

Section 4: Interplay of Machine Learning and Reconfigurable Intelligent Surfaces

Interplay of Machine Learning and RIS Part 1ВидеоInterplay of Machine Learning and RIS Part 2ВидеоSection 4 Lecture SlidesЧтениеJournal Article: An Outlook on the Interplay of Artificial Intelligence and Software-Defined MetasurfacesЧтениеReading and Code: RIS Channel Estimation with Machine Learning ЧтениеRIS Channel Estimation with Machine Learning Задание

Section 5: Future Directions and Challenges

Future Directions and Challenges Part 1ВидеоFuture Directions and Challenges Part 2ВидеоSummary and Key TakeawaysВидеоSection 5 Lecture SlidesЧтениеModule 2 Final AssessmentЗадание
03Module 3: Optical Wireless Communications for 6G and Beyond22 материалов

Section 1: Introduction to Optical Wireless Communications

Meet the InstructorЧтениеIntroduction to OWC ВидеоSection 1 Lecture SlidesЧтениеBook Chapters: An Introduction to Optical Wireless Mobile CommunicationsЧтение

Section 2: Optical Wireless Communications Emerging Technologies

OWC Emerging Technologies Part 1ВидеоOWC Emerging Technologies Part 2ВидеоSection 2 Lecture SlidesЧтениеJournal Article: A Comparative Survey of Optical Wireless TechnologiesЧтение

Section 3: Optical Wireless Communications Fundamentals

OWC Fundamentals Part 1ВидеоOWC Fundamentals Part 2ВидеоSection 3 Lecture SlidesЧтениеJournal Article: Modulations for Visible Light Communications With Dimming Control Чтение

Section 4: Reconfigurable Intelligent Surfaces Enabled LiFi

RIS-enabled LiFi Part 1ВидеоRIS-enabled LiFi Part 2ВидеоSection 4 Lecture SlidesЧтениеJournal Article: LiFi through Reconfigurable Intelligent SurfacesЧтение

Section 5: Physical Layer Security in LiFi

Physical Layer Security in LiFiВидеоSection 5 Lecture SlidesЧтениеSurvey Article: Physical Layer Security for Visible Light Communication SystemsЧтение

Section 6: Channel Estimation for Optical Wireless Communications

Reading and Code: OWC ChannelsЧтениеChannel Estimation in OWC Задание

Final Assessment

Module 3 Final AssessmentЗадание
04Module 4: Discussion on The Rise of Smart Radio and Optical Systems17 материалов

Section 1: The Rise of Smart Radio Environments

Meet the GuestsЧтениеPart 1: RIS – From Theory to Global Impact ВидеоPart 2: Intelligent Surfaces Meet ML Shaping the Future of Signal Processing ВидеоPart 3: Research, Standardization & IndustryВидео Part 4: Reflections, Advice & the Next FrontierВидеоRequired Reading: A Prototype of Reconfigurable Intelligent Surface with Continuous Control of the Reflection PhaseЧтениеFurther ReadingЧтениеPractice Quiz 1Задание

Section 2: 6G and Optical Wireless: Beyond Connectivity

Part 1: Defining 6G ВидеоPart 2: Light as the New FrontierВидеоPart 3: Expanding Horizons ВидеоPart 4: Myths, Breakthroughs, and Advice for the Next Generation  ВидеоRequired Reading: Introduction to Indoor Networking Concepts and Challenges in LiFiЧтениеFurther ReadingЧтение

Final Assessment

Module 4 Final AssessmentЗаданиеKeeping Learning with UofG OnlineЧтение
Practice Quiz 2Задание