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

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.

Read More

Topics: 5G Wireless, Machine Learning

Introduction to Commercial Drone Signals

Posted by DeepSig on Aug 14, 2020 10:22:20 AM

Commercial and hobbyist drones come in many different shapes and sizes, both physically and with respect to their wireless control and data signal types. Nikola Tesla had one of the first visions of unmanned aerial vehicles and described his vision in the patent, “Method of and apparatus for controlling mechanism of moving vessels or vehicles,” that was granted November 8, 1898. In this patent, he suggested that these vehicles would be controlled by “waves, impulses, or radiations”.

Read More

Topics: Deep Learning, Drone Detection, Wireless Signal Detection

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.

Read More

Topics: Deep Learning, 5G Wireless

Candidate-First Hiring

Posted by Ben Hilburn on Feb 5, 2019 1:21:00 PM

My first engineering interview was for a Summer internship at a small software company. The founder & president invited me to his home to interview one Saturday morning over Spring Break. Over a cup of coffee, we discussed my background, my interests, and what working at his company would be like while his children played around us. I had no way of knowing at the time, but it was one of the best job interviews I would have in my career.

Read More

DeepSig at Globecom: 5G and AI

Posted by Ben Hilburn on Dec 4, 2018 3:01:39 PM

It is clear that artificial intelligence will have a significant role to play in both improving the performance of existing wireless systems and in the fundamental capability of future systems, including 5G consumer wireless systems. DeepSig’s CTO and pioneer in the field, Tim O’Shea, is pleased to participate on a panel discussion on AI and 5G at IEEE Globecom 2018, from Dec 9-13 in Dubai. Dr. O’Shea will also give a podium talk on DeepSig's applied research and commercialization efforts, and is serving as the TPC for WS-18: Machine Learning for Communications.

Read More