DeepSig Blog

Reinventing Wireless with Deep Learning

DeepSig Speaking at 2020 NVIDIA GPU Technology Conference: Enhancing the 5G Radio Access Network With Machine Learning

Posted by Tim O'Shea on Oct 4, 2020 6:30:09 PM

DeepSig is heavily engaged with the global OpenRAN community to partner and deploy our unique machine learning driven enhancements to the 5G-NR protocol stack. Tim O'Shea, DeepSig CTO, will be speaking at the 2020 NVIDIA GPU Technology Conference on October 7, 2020 at 11 AM EST presenting some of our latest work on software for the 5G edge. (In session A21342 - Leveraging Deep Learning on the Edge to Enhance 5G Radio Access Network L1 Performance)

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Topics: 5G Wireless

Why is Machine Learning Important for 5G Wireless Systems?

Posted by DeepSig on Aug 18, 2020 10:55:05 AM

Fifth-generation wireless technology, simply referred to as “5G,” is up to 100x faster than current 4G technologies. 5G wireless systems come with significant complexities that previous generations of cellular wireless did not experience, allowing lower latency for faster responsiveness, and the ability to connect more devices at once. To address these complexities, carriers are integrating artificial intelligence (AI) into their networks.

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Topics: 5G Wireless, Machine Learning

How Deep Learning Impacts 5G Wireless Technology

Posted by DeepSig on Jul 6, 2020 3:12:30 PM

5G wireless technology promises to dramatically improve the information, computer and communications industries by enabling countless new services with diverse requirements. The complex technologies on the horizon manage massive amounts of data. 5G wireless networks need machine learning (ML) to manage the volume of data with near light speed. More specifically, deep learning in 5G must be applied to reduce power consumption and improve performance.

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Topics: Deep Learning, 5G Wireless