18 citations · 37 across the 15 of their papers we have counts for
4 papers · 1 filter
RadDet: A Wideband Dataset for Real-Time Radar Spectrum Detection
Zi Huang, Simon Denman, Akila Pemasiri +2
Real-time detection of radar signals in a wideband radio frequency spectrum is a critical situational assessment function in electronic warfare. Compute-efficient detection models…
Efficient Localization of Directional Emitters via Joint Beampattern Estimation
Fraser Williams, Akila Pemasiri, Dhammika Jayalath +2
The localization of directional RF emitters presents significant challenges for electronic warfare applications. Traditional localization methods, designed for omnidirectional emit…
Automatic Radar Signal Detection and FFT Estimation using Deep Learning
Akila Pemasiri, Zi Huang, Fraser Williams +4
This paper addresses a critical preliminary step in radar signal processing: detecting the presence of a radar signal and robustly estimating its bandwidth. Existing methods which…
Multi-task Learning for Radar Signal Characterisation
Zi Huang, Akila Pemasiri, Simon Denman +2
Radio signal recognition is a crucial task in both civilian and military applications, as accurate and timely identification of unknown signals is an essential part of spectrum man…