Unsupervised time-series domain adaptation (DA) addresses the challenge of transferring a classifier from a labeled source domain to an unlabeled target domain under distribution shifts induced by different users, sensors, devices, acquisition conditions, or temporal dynamics. Existing methods typically mitigate this s...
Intentional radio-frequency interference from low-cost GNSS jammers increasingly threatens the accuracy and reliability of satellite-based positioning. Mitigating this threat requires not only detection but also robust waveform classification and characterization, direction-of-arrival inference for localization, and im...
Lucas Heublein, I. Vidal, Tobias Feigl et al.· ION GNSS+, The International...· 1 citation
Results establish output-matched inheritance under the evaluated protocols, not resistance to all utility-preserving transformations, not resistance to all utility-preserving transformations.
Redwanul Karim, Tobias Feigl, Christopher Mutschler et al.· 0 citations
This work establishes conditional false-accusation bounds for arbitrary recovered bit patterns, a finite completeness bound under a hidden-bias residual channel, and a deterministic tracing-score bound for correlated feature-distillation errors to support verifiable tracing under explicit statistical and cryptographic...
Redwanul Karim, N. Raichur, Lucas Heublein et al.· IEEE Transactions on Aerospa...· 0 citations
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