Grant: Canada Research Chairs
École de technologie supérieure
$75,000.00
Unlocking the Power of IoT 6G-Networks: Harnessing the Synergy of Radio Resource Management, Machine Learning, Digital Twins, Semantic Communications, and Security for a Connected Tomorrow
EF 2024-25
Résumé
Internet of Things (IoT) has revolutionized how we live our lives with its unparalleled versatility and adaptability, touching virtually every industry. Moreover, with its ability to provide real-time data, IoT has disrupted traditional resource management, decision-making, and optimization processes, ushering in remarkable progress. Additionally, the upcoming next-generation IoT (NG-IoT) networks have the potential to establish connections among countless devices and generate massive amounts of data. However, effectively managing this massive number of devices is inherently complicated. Moreover, the limited processing, storage, and communication capabilities of IoT devices pose significant challenges in handling the amplified demands resulting from the expansion of NG-IoT networks. Therefore, to support the massive scale of NG-IoT networks, handle the large amounts of network data from devices, and ensure the security of their communications, new communication paradigms are required. The Chair Renewal Program aims to realize an ambitious vision of developing NG-IoT networks that incorporate cutting-edge concepts such as softwarization, knowledge-driven approaches, and artificial intelligence (AI)-native networks. The program intends to integrate and leverage digital twin (DT) technology, along with communication, computing, and AI, to enable the development of highly autonomous and intelligent IoT systems. Moreover, to effectively manage the large volumes of network data generated based on digital twins, we will exploit the paradigm of semantic communication (SC) to empower network-informed decision-making functions. Consequently, novel solutions will emerge in three main areas: DT-empowered radio resource management (RRM) strategies, SC protocols tailored for NG-IoT networks, and robust security measures against adversarial attacks in AI-native IoT platforms. With our vision, expertise, and commitment, we look forward to contributing to the evolution of IoT ecosystems and the realization of a more connected, intelligent, and secure world.
Programme
Canada Research Chairs
Bénéficiaire
Emplacement
Quebec, Canada
Type de bénéficiaire
Academia
Type
Grant
Source
NSERC's Awards Data
Tel que publié
Application id
CRC-2023-00015
Name nom
Kaddoum, Georges
Department département
Electrical Engineering - École de technologie supérieure
Organization id
53
Institution établissement
École de technologie supérieure
Province en
Québec
Province fr
Québec
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2024
Competition year année de concours
2023
Award amount
75000
Program id
CRC
Program name en
Canada Research Chairs
Program name fr
Chaires de recherche du Canada
Group en
DISCOVERY RESEARCH
Group fr
RECHERCHE AXÉE SUR LA DÉCOUVERTE
Committee code
9998
Committee name en
Canada Research Chair Selection Committee
Committee name fr
Comité de sélection des Chaires de recherche du Canada
Area of application code
9999
Area of application group en
Not available
Area of application group fr
Non disponible
Area of application en
Not available
Area of application fr
Non disponible
Research subject code
9999
Research subject group en
Not available
Research subject group fr
Non disponible
Research subject en
Not available
Research subject fr
Non disponible
Field of research list codes
RDF2030210
Field of research list names en
Spectrum sharing and management
Field of research list names fr
Partage et gestion du spectre
Socioeconomic objective list codes
RDS10406
Socioeconomic objective list names en
Communication technologies, systems and services
Socioeconomic objective list names fr
Technologies, systèmes et services de communication
Application title
Unlocking the Power of IoT 6G-Networks: Harnessing the Synergy of Radio Resource Management, Machine Learning, Digital Twins, Semantic Communications, and Security for a Connected Tomorrow
Keywords
Internet of Things; Wireless Communication; Machine Learning and Artificial Intelligence ; Radio Resource Management ; Semantic Communications; Digital Twin; Network Security
Application summary
Internet of Things (IoT) has revolutionized how we live our lives with its unparalleled versatility and adaptability, touching virtually every industry. Moreover, with its ability to provide real-time data, IoT has disrupted traditional resource management, decision-making, and optimization processes, ushering in remarkable progress. Additionally, the upcoming next-generation IoT (NG-IoT) networks have the potential to establish connections among countless devices and generate massive amounts of data. However, effectively managing this massive number of devices is inherently complicated. Moreover, the limited processing, storage, and communication capabilities of IoT devices pose significant challenges in handling the amplified demands resulting from the expansion of NG-IoT networks. Therefore, to support the massive scale of NG-IoT networks, handle the large amounts of network data from devices, and ensure the security of their communications, new communication paradigms are required. The Chair Renewal Program aims to realize an ambitious vision of developing NG-IoT networks that incorporate cutting-edge concepts such as softwarization, knowledge-driven approaches, and artificial intelligence (AI)-native networks. The program intends to integrate and leverage digital twin (DT) technology, along with communication, computing, and AI, to enable the development of highly autonomous and intelligent IoT systems. Moreover, to effectively manage the large volumes of network data generated based on digital twins, we will exploit the paradigm of semantic communication (SC) to empower network-informed decision-making functions. Consequently, novel solutions will emerge in three main areas: DT-empowered radio resource management (RRM) strategies, SC protocols tailored for NG-IoT networks, and robust security measures against adversarial attacks in AI-native IoT platforms. With our vision, expertise, and commitment, we look forward to contributing to the evolution of IoT ecosystems and the realization of a more connected, intelligent, and secure world.