DeepSig Blog

Reinventing Wireless with Deep Learning

Why is Machine Learning Important for 5G Wireless Systems?

Posted by DeepSig on Aug 18, 2020 10:55:05 AM
machine learning for 5G wireless systems

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
how deep learning impacts 5G wireless technology

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