Grant: Discovery Grants Program - Individual
Wilfrid Laurier University
$29,000.00
Smart Iot-Based Systems: Deployment and Management
EF 2023-24
Résumé
With the rapid development of technology, especially in industries that focus on automating things (Industry 4.0), it is estimated that there will be more than 75 billion devices connected to the internet by 2025. Controlling this huge number of connected devices such as environmental sensors, healthcare devices, autonomous vehicles, and home appliances among others creates a requirement for intelligent monitoring. There are several aspects and challenges in this area which need to be considered for the performance of the Internet-of-Things (IoT) framework. For instance, data transmission and communications, data analysis, security, and so on. In this context, the objective of this research program is to explore a broad range of topics in IoT or any future interdisciplinary areas that will improve the quality of living through the development of systems with artificial intelligence. The plan is to actively participate in the development of such systems by designing online algorithms, artificial intelligent (machine learning) methods, and optimization tools to solve many IoT challenges and problems and to deliver modern services that are essential for future cities and societies. In the long run this research work will take a leading role in contributing to the knowledge set of smart IoT applications and provide suggestions to organizations on how to enhance smart homes, autonomous vehicles, smart grids, smart healthcare, smart cities, and other smart IoT-based systems. We plan to actively participate in the development of this technology by designing online algorithms and optimization tools to solve many IoT challenges and problems. As for the short term, our contributions can be classified into different areas of research, all focusing on automating systems that rely on IoT devices. Some of the projects we aim to undertake in addressing these research topics include: 1) Deploying unmanned aerial vehicles (UAVs) to assist and enhance cellular networks. 2) Managing UAVs to smartly cache and transmit data or content to IoT devices. 3) Using reconfigurable intelligent surface (RIS) to provide wireless communication for areas with poor network services. 4) Developing an intelligent system for a central (control) unit to assist vehicles in their autonomous driving. 5) Providing IoT-based systems with intelligent data anomaly detection for cyber security. This research grant will provide opportunities to train seven graduate and seven undergraduate students for five years on topics which are highly in-demand in many Canadian research sectors. In addition, the results of this research program will not only contribute to the academic findings, but will also contribute to Canadian industries in enhancing future smart IoT devices.
Programme
Discovery Grants Program - Individual
Bénéficiaire
Emplacement
Ontario, Canada
Type de bénéficiaire
Academia
Type
Grant
Source
NSERC's Awards Data
Tel que publié
Application id
RGPIN-2021-02874
Name nom
Ebrahimi, Dariush
Department département
Physics and Computer Science - Physics and Computer Science
Organization id
35
Institution établissement
Wilfrid Laurier University
Province en
Ontario
Province fr
Ontario
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2023
Competition year année de concours
2021
Award amount
29000
Program id
RGPIN
Program name en
Discovery Grants Program - Individual
Program name fr
Programme de subventions à la découverte - individuelles
Group en
DISCOVERY RESEARCH
Group fr
RECHERCHE AXÉE SUR LA DÉCOUVERTE
Committee code
1507
Committee name en
Computer Science
Committee name fr
Sciences informatiques
Area of application code
804
Area of application group en
Information and communication services
Area of application group fr
Services d'information et de télécommunications
Area of application en
Communication systems and services (planning, organization, services)
Area of application fr
Systèmes et services de communications (planification, organisation et services)
Research subject code
2713
Research subject group en
Information technology
Research subject group fr
Algorithms
Research subject en
Technologie de l'information
Research subject fr
Algorithmes
Application title
Smart Iot-Based Systems: Deployment and Management
Keyword
Algorithm Design; Artificial Intelligent; Internet of Things; IoT Data Anomaly Detection; Optimizaion; Wireless Communications
Application summary
With the rapid development of technology, especially in industries that focus on automating things (Industry 4.0), it is estimated that there will be more than 75 billion devices connected to the internet by 2025. Controlling this huge number of connected devices such as environmental sensors, healthcare devices, autonomous vehicles, and home appliances among others creates a requirement for intelligent monitoring. There are several aspects and challenges in this area which need to be considered for the performance of the Internet-of-Things (IoT) framework. For instance, data transmission and communications, data analysis, security, and so on. In this context, the objective of this research program is to explore a broad range of topics in IoT or any future interdisciplinary areas that will improve the quality of living through the development of systems with artificial intelligence. The plan is to actively participate in the development of such systems by designing online algorithms, artificial intelligent (machine learning) methods, and optimization tools to solve many IoT challenges and problems and to deliver modern services that are essential for future cities and societies. In the long run this research work will take a leading role in contributing to the knowledge set of smart IoT applications and provide suggestions to organizations on how to enhance smart homes, autonomous vehicles, smart grids, smart healthcare, smart cities, and other smart IoT-based systems. We plan to actively participate in the development of this technology by designing online algorithms and optimization tools to solve many IoT challenges and problems. As for the short term, our contributions can be classified into different areas of research, all focusing on automating systems that rely on IoT devices. Some of the projects we aim to undertake in addressing these research topics include: 1) Deploying unmanned aerial vehicles (UAVs) to assist and enhance cellular networks. 2) Managing UAVs to smartly cache and transmit data or content to IoT devices. 3) Using reconfigurable intelligent surface (RIS) to provide wireless communication for areas with poor network services. 4) Developing an intelligent system for a central (control) unit to assist vehicles in their autonomous driving. 5) Providing IoT-based systems with intelligent data anomaly detection for cyber security. This research grant will provide opportunities to train seven graduate and seven undergraduate students for five years on topics which are highly in-demand in many Canadian research sectors. In addition, the results of this research program will not only contribute to the academic findings, but will also contribute to Canadian industries in enhancing future smart IoT devices.