Session 8 : When Machine Learning Meets Wireless Networking and Mobile Computing: Observations and Algorithm Design

Presenter Information/ Coauthors Information

Jun Huang, South Dakota State UniversityFollow

Presentation Type

Invited

Student

No

Track

Methodology

Abstract

In this talk, we will discuss how machine learning empowers wireless networking and mobile computing research. We will start with our observations on when machine learning meets wireless mobile networks and then how we solve the issues on top of the observations. Also, we will use a case study, UAV trajectory planning in the 6G communication system, to demonstrate our ideas on designing an ML solver in a dynamic communication environment.

Start Date

2-7-2025 2:30 PM

End Date

2-7-2025 3:30 PM

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Feb 7th, 2:30 PM Feb 7th, 3:30 PM

Session 8 : When Machine Learning Meets Wireless Networking and Mobile Computing: Observations and Algorithm Design

Dakota A & C (Room 250)

In this talk, we will discuss how machine learning empowers wireless networking and mobile computing research. We will start with our observations on when machine learning meets wireless mobile networks and then how we solve the issues on top of the observations. Also, we will use a case study, UAV trajectory planning in the 6G communication system, to demonstrate our ideas on designing an ML solver in a dynamic communication environment.