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Reinventing Wireless with Deep Learning

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DeepSig Participating in Open RAN Policy Coalition Virtual Event

Posted by DeepSig on Apr 14, 2021 5:07:04 PM

Join the Open RAN Policy Coalition on April 27 at 11am ET for a discussion on Startup Innovation in the #OpenRAN Ecosystem.

The event will feature a panel discussion featuring Dr. Tim O'Shea of DeepSig Inc, as well as Brian Deutsch of Pivotal Commware®, and Eric Stonestrom of Airspan Networks, looking at topics including the role of emerging companies in creating innovation in the Open RAN ecosystem and the steps that policymakers can take to create economic opportunities, increase supply chain diversity and promote competition.

For more info and to register: https://bit.ly/3g8oaa7

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Topics: Open RAN, ORAN

OmniSIG Sensor and the DeepWave AIR-T

Posted by DeepSig on Apr 13, 2021 5:27:48 PM

Please bear with us, as we highlight a wireless sensing solution which leverages components from two separate companies with very similar names. Ourselves, DeepSig and a valued partner, DeepWave.  

DeepSig’s ML software products are designed for agility and ease of integration and operation on a variety of radio platforms. Today we highlight the OmniSIG software operating on DeepWave's Artificial Intelligence Radio Transceiver (AIR-T) software defined radio (SDR) platform. (https://deepwavedigital.com/hardware-products/sdr/).  

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Topics: Wireless Signal Detection, OmniSIG, nvidia, air-t, wireless, sensing, jetson, tx2, deepwave

DeepSig Opens New 5G Wireless AI Lab to Enable Advanced Research and Development

Posted by DeepSig on Mar 15, 2021 10:36:16 AM

DeepSig’s new 5G Wireless AI Lab has officially opened. The lab includes an end-to-end 5G network using state-of-art, commercial grade, multi-vendor products and tools. The 5G Wireless AI Lab focuses on measuring and validating machine learning software on over-the-air calls and data using 5G Open virtual radio access network (vRAN) and signal classification for dynamic spectrum allocation and interference mitigation.

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Topics: Deep Learning, 5G Wireless, Wireless Signal Detection, Machine Learning

How AI Increases the Speed and Accuracy of Wireless Signal Detection

Posted by DeepSig on Oct 26, 2020 3:08:15 PM

Wireless signals transmit data through the electromagnetic spectrum which is divided into frequencies for different uses by international regulations (e.g., the ITU) and each country’s spectrum regulator (such as the FFC/NTIA, Ofcom, MIC). The portion of the electromagnetic spectrum typically used for wireless communications is known as the radio frequency (RF) spectrum.

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Topics: Deep Learning, Wireless Signal Detection, Machine 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.

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Topics: 5G Wireless, Machine Learning