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Abhijeet Srivastava

Abhijeet has been deploying ML algorithms in constrained devices as well as powerful servers to improve the range and efficiency of Bluetooth and 5G. His experience in this unique space makes for some interesting anecdotes that he would like to share with other enthusiasts!

Smart Wireless Protocols: Unleashing ML in Embedded Systems

Status: Available Now

I would like to go over how ML can improve communication protocols like Bluetooth and 5G. Discuss canonical algorithms of channel estimation and Error correction and how ML can improve upon them to provide better range and spectral efficiency. How do you deploy high-latency ML algorithms in systems that have tight deadlines of a few microseconds and ensure the system remains reliable?

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