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  1. https://www.twz.com/news-features/nato-operations-chiefs-five-lessons-learned-from-war-in-ukraine
  2. https://www.twz.com/air/ukraines-acoustic-drone-detection-network-eyed-by-u-s-as-low-cost-air-defense-option
  3. https://www.twz.com/land/thousands-of-networked-microphones-are-tracking-drones-in-ukraine
  4. https://scienceandglobalsecurity.org/archive/sgs09altmann.pdf
  5. https://www.defenseone.com/defense-systems/2024/07/ukraines-cheap-sensors-are-helping-troops-fight-waves-russian-drones/398204/
  6. https://www.pravda.com.ua/eng/news/2025/02/22/7499610/
  7. https://militarnyi.com/en/news/quantum-systems-implements-acoustic-artillery-direction-finding-on-drones/
  8. https://militarnyi.com/en/news/vector-uavs-in-ukraine-start-using-artificial-intelligence-sensors/
  9. https://euromaidanpress.com/2025/03/08/crazy-what-theyre-doing-nato-official-marvels-at-ukraines-cheap-acoustic-sensor-system-spotting-russian-drones-across-the-country/
  10. https://en.defence-ua.com/weapon_and_tech/unique_acoustic_artillery_detector_created_for_german_vector_uav_which_is_produced_in_ukraine-13512.html#:~:text=Unique%20Acoustic%20Artillery%20Detector%20Created%20for%20German%20Vector,for%20much%20more%20effective%20detection%20of%20enemy%20artillery.
  11. https://www.csis.org/analysis/ukraines-future-vision-and-current-capabilities-waging-ai-enabled-autonomous-warfare
  12. https://algorithmwatch.org/en/zvook-ukraine-air-defense/
  13. https://dronexl.co/2024/02/13/acoustic-sensors-ukraine-drone-threats/
  14. https://www.atlanticcouncil.org/blogs/ukrainealert/drone-superpower-ukrainian-wartime-innovation-offers-lessons-for-nato/
  15.  
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