2 papers
eess.SP2026
Temporal Convolutional Autoencoder for Interference Mitigation in FMCW Radar Altimeters
Charles E. Thornton, Jamie Sloop, Samuel Brown +3
Reliable altitude estimation with frequency-modulated continuous wave (FMCW) radar altimeters is increasingly a challenge due to in-band interference from modern communication syst…
eess.SP2024
Aircraft Radar Altimeter Interference Mitigation Through a CNN-Layer Only Denoising Autoencoder Architecture
Samuel B. Brown, Stephen Young, Adam Wagenknecht +4
Denoising autoencoders for signal processing applications have been shown to experience significant difficulty in learning to reconstruct radio frequency communication signals, par…