DeepSig recognizes the importance and timeliness of the FCC's Notice of Inquiry (NOI) to understand the usage of non-federal spectrum.¹ As non-federal spectrum usage increasingly becomes multifaceted, the imperative need for scalable and cost-effective solutions that provide real-time spectrum usage information cannot be overstated. AI and ML are here not just as theoretical constructs but as practical tools ready to be deployed for efficient spectrum sensing, monitoring, and management. “AI can provide insights that help better understand network usage, support greater spectrum efficiency, and improve resiliency by making it possible to heal networks on their own²,” writes FCC Chairwoman Jessica Rosenworcel.
