Automatic Detection Of Noise Events at Shooting Range Using Machine Learning · HackerPapers discussionshttps://hackerpaper.kaipfister.de/p/2107.11453/Collected HN comments and submissions linking this paper.enMon, 02 Nov 2026 11:16:22 GMTAutomatic Detection Of Noise Events at Shooting Range Using Machine Learning — mentioned by jononorhttps://news.ycombinator.com/item?id=39490350urn:hackerpapers:mention:2107.11453:39490350Sat, 24 Feb 2024 09:37:59 GMT<p>Very cool project! It is fascinating to see that sensor nodes can be time synchronized so well, using standard technology. That is a key precondition here. Localization is still quite tricky over long distances though, especially due to multi-path propagation, reflections, non-homogeneous propagation conditions from wind, inversion etc. We did some work on noise monitoring of shooting ranges / explosive training facilities, using machine learning to track sound events. This was focused on a simpler problem formulation than full localization; &quot;did the impulsive sound event come from A) known…</p><p><a href="https://hackerpaper.kaipfister.de/p/2107.11453/">Paper and discussion history</a>. A mention is not an endorsement.</p>cs.SD