Modulation Recognition vs Precision Signal Classification

Collection quality can degrade long after a receiver has detected a signal. Detecting energy, identifying a frequency, and recognizing a modulation type are useful steps, but they do not automatically produce intelligence you can trust. We see the same problem across demanding collection environments: a system can demodulate a transmission but still miss the payload, control information, network identifiers, location data, or other fields that give the traffic meaning. Better