US Patent 11153762 Spectrum access optimization including for 5G or other next generation user equipment

The disclosed technology is directed towards a fifth generation (5G) spectrum access engine that operates to achieve 5G spectrum optimization. The 5G spectrum access engine provides optimized spectrum access in low-bands, mid-bands, and high-bands based on energy detection algorithms, data analytics, and/or a deep learning architecture. The 5G spectrum access engine can reallocate spectrum to user equipments, including to allocate Sub-6 frequencies to a user equipment when, based on energy sensing, the user equipment is experiencing poor signal quality with millimeter wave communications.