Toward Intelligence in Communication Networks: A Deep Learning Identification Strategy for Radio Frequency Fingerprints

In the modern privacy-sensitive environment, identifying a particular radio device among a larger pool of Internet-of-Thing (IoT) facilities has become more difficult than ever. In particular, the identification process is susceptible to security, mobility, and environment changes. Machine learning techniques, on the other hand, offer a unique learning mechanism to reconstruct corrupted signals fr...