Improving 5G Open vRAN. Higher Performance. Lower Cost. 

Enhanced 5G vRAN

DeepSig’s OmniPHY 5G software replaces standard algorithms within the 5G-NR high-PHY, readily leveraged in Open RAN and vRAN solutions to increase performance through improved link margin and reduced power consumption.  By leveraging data within the uplink, drop in very low latency neural networks to perform estimation and equalization for improved link performance.  Below we illustrate where this module drops into a typical vRAN stack.  


This low latency HI-PHY enhancement can be coupled with a RAN Intelligent Controller (RIC) xAPP to monitor and continuously improve algorithm performance over time.  Providing a unique set of RIC E2 enhancements, allows xApp’s to extend performance optimization.

DeepSig's 5G-AI Lab is operating commercial UE calls over-the-air with OmniPHY today, streaming content over AI-Native drop in replacement software.

Enhanced 5G Massive MIMO

Massive MIMO (mMIMO) is a core technology within 5G, allowing for dense spectral re-use through improved beam management and spatial multiplexing, in a wide range of deployment scenarios. OmniPHY provides a set of software algorithm enhancements leveraging data to improve mMIMO performance, and reduce power consumption. Deploying and operating 5G mMIMO systems are made affordable, efficient, and autonomous with OmniPHY.

Intelligent 5G Spectrum Control

OmniSIG® can be further deployed within 5G vRAN to optimize for resource allocation, provide resilience and avoidance of RF interference, and help private networks and emergency 5G networks operate while sharing spectrum smarter, more reliably and more autonomously. OmniSIG deploys in the RIC as a set of edge-sensing and xApp’s provides the intelligent spectrum aware future of the RAN in today's systems, providing a powerful foundation for future RAN intelligent automation.