Cognitive Radio & Dynamic Spectrum Access
Intelligent radios that sense and opportunistically use available spectrum.

Software-defined radios equipped with machine learning algorithms that detect spectrum holes, predict usage patterns, and dynamically shift frequencies to avoid interference. Critical for spectrum-scarce regions and enabling coexistence between 5G, WiFi, satellite, and emerging services without rigid allocation.
TRL
5/9Validated
Impact
4/5
Investment
3/5
Category
Software


