The convergence of advanced AI & machine learning with wireless signal processing is the foundation for a new generation of smarter and more efficient wireless systems which learn and improve from data, reduce cost of ownership, and improve spectrum usage and user experience.
DeepSig develops AI/ML software components and products that improve commercial and private wireless communication systems. Our team of engineers, data scientists, and computer scientists has pioneered this convergence in industry-leading ideas, software solutions, and patent development.
We optimize and automate today’s wireless systems and are building the foundation for the next generation of wireless.
Modern wireless systems are increasingly complex and costly to develop and operate. Machine learning is transforming how wireless communications systems are designed and optimized. By designing communications systems and components with foundational, or Native artificial intelligence, wireless systems can deliver unprecedented levels of performance.
DeepSig's OmniPHY® solutions leverages AI-Native design of fundamental communications system components to drastically improve performance in today's wireless systems through transparent replacement of signal processing components. OmniPHY® also rethinks how communications systems may be learned end-to-end for beyond 5G and non-standards communications systems to greatly improve performance by allowing for complete adaptation in the physical layer.
Understanding the wireless spectrum environment in real-time is vital for maintaining 5G network performance, detecting anomalous signals, preventing wireless intrusion, and optimizing spectrum utilization.
DeepSig’s machine learning-powered OmniSIG® software provides best-in-class spectrum awareness across ultra-wide spectrum bands in real-time. Our novel and patented AI/ML based spectrum sensing techniques provide state-of-the-art performance and reaction time for optimizing wireless networks and protecting them from interference and security threats.
DeepSig’s pioneering Artificial Intelligence (AI) driven real-time Spectrum Awareness software.
State-of-the-art software solution for rapidly training, testing, curating, and deploying custom deep learning models and data for new spectrum sensing applications.
Harnessing machine learning within the 5G RAN to improve wireless performance and reduce cost with unique software enhancements for OpenRAN.