Hands-On Workshop : AI for Wireless/RF Communications

Date/Time:

Wednesday, 25 January — 1pm – 4pm

Organizer:  

Pushkar Kulkarni, Qualcomm and Mehernaz Savai, MathWorks

Speakers:  

Mehernaz Savai and Sekhar Sekharan, MathWorks

Abstract: 

AI is being applied in Wireless and RF to develop smarter ways to model physical layers, optimize performance of wireless systems and networks, and address new 6G design challenges. In this hands-on workshop, you will learn how to apply principles of AI (machine learning, deep learning, domain-specific processing) to Wireless Communication workflows. This interactive hands-on session will include the following:

• Familiarize yourself with AI tools in MATLAB (no prior knowledge of MATLAB is needed)
• Create and evaluate necessary components to succeed in AI modeling, by implementing an example of Modulation Classification
• Deep dive into a complete AI workflow using an example application for 5G Channel Estimation

The final segment of this workshop is a presentation where you will learn to apply deep learning techniques to RF system design. We will look at the design of the Digital Pre-distortion (DPD) of the transmitted signal. You will learn how to generate test signals, develop, train and test a neural network as a DPD.

Space is limited, so please register for the workshop. Registration will be on a first-come, first-served basis.