Hands-On Workshop : AI for Wireless/RF Communications
Wednesday, 25 January — 1pm – 4pm
Pushkar Kulkarni, Qualcomm and Mehernaz Savai, MathWorks
Mehernaz Savai and Sekhar Sekharan, MathWorks
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.