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.