Grant: Discovery Grants Program - Individual

In light of the transformative potential that AI offers to the field of wireless communications, our research program is dedicated to harnessing and maximizing this technology's capabilities. AI stands as a pivotal force in shaping the future of wireless communication systems, with the capacity to address a multitude of societal challenges and enhance the quality of our daily lives. Its potential is vast, spanning across various domains of future wireless communications, including disaster response and public safety management, education and e-learning, healthcare access and telemedicine, and the optimization of public transportation systems. The proposed research program aligns with the inherent potential that AI holds for wireless communications. It endeavors to bridge the critical challenges associated with integrating AI into the development of 6G wireless networks. Within this AI-centric framework, our research program will actively explore and establish an AI theoretical framework, enabling the refinement of existing AI algorithms, the development of new AI-driven approaches, and the exploration of innovative applications that unleash AI full potential within future wireless communication systems. Simultaneously, our research seeks to harness AI capabilities in optimizing network resources through intelligent management protocols, dynamic parameter adjustments, and efficient traffic management,  thereby ensuring that network performance remains efficient and reliable. In the context of AI potential for wireless communications, our program includes exploration into AI-enhanced spectrum utilization techniques, aimed at optimizing spectrum allocation through predictive analytics. We also delve into AI role in optimizing resource allocation in edge computing and adapting physical-layer communication techniques to meet the specific requirements of 6G networks, including low latency and high network throughput. Anticipating the advent of ultra-high speeds, substantial traffic volumes, low latency demands, and comprehensive network coverage in future communication networks, we are keenly aware of the imminent implementation of a complex integrated network architecture. This architecture integrates various communication infrastructures, such as satellite networks and high-altitude platforms, to drive significant advancements in connectivity, speed, and capabilities, surpassing the achievements of previous wireless generations. However, this complex network architecture introduces new vulnerabilities that can be exploited by unauthorized entities, leading to critical security threats and attack vectors. In light of these potential security challenges, our program will actively explore the potential of AI techniques to identify and mitigate these threats, ensuring the overall security of this intricate network. In essence, our program is grounded in the recognition of AI potential as a transformative force within wireless communications.