1. Context encoder-based fiber sensing anomaly detection, US Patent 11,733,089
  2. Contrastive learning of utility pole representations from distributed acoustic sensing signals, US Patent 11,698,290
  3. Utility pole integrity assessment by distributed acoustic sensing and machine learning, US Patent 11,846,569
  4. Learning ordinal representations for deep reinforcement learning based object localization, US Patent App. 17/715, 901
  5. Road traffic extraction for unknown anomaly detection using distributed fiber optic sensing, US Patent App. 17/575,610
  6. Multilinear domain-specific domain generalization, US Patent App. 17/592,447
  7. Object localization and threat classification for optical cable protection, US Patent App. 17/221, 822
  8. Distributed intelligent SNAP informatics, US Patent App. 17/556,928
  9. Perpendicular distance prediction of vibrations by distributed fiber optic sensing, US Patent App. 17/555,990
  10. Utility pole localization by distributed fiber sensing of aerial fiber cable, US Patent App. 17/504,365
  11. Utility pole integrity assessment by das and machine learning using environmental noise, US Patent App. 18/316,199
  12. Statistical image processing-based anomaly detection system for cable cut prevention, US Patent App. 17/410,820
  13. Cite-scale acoustic impulse detection and localization, US Patent App. 17/409,792
  14. Mapping using optical fiber sensing, US Patent App. 17/720,245
  15. Outdoor application of distributed fiber optic sensing/acoustic sensing, US Patent App. 17/958,415
  16. Efficient method of automated buried cable determination for cable status monitoring, US Patent App. 18/316,205
  17. Location determination of deployed fiber cables using distributed fiber optic sensing, US Patent App. 17/871,816
  18. Fiber sensing using supervisory path of submarine cables, US Patent App. 17/869,763
  19. Underground cable localization by fast time series template matching, US Patent App. 17/979,755
  20. System to measure coil locations and lengths on aerial fiber cables by distributed fiber sensing, US Patent App. 18/316,208
  21. Fiber identification without cut point using distributed fiber optic sensing, US Patent App. 17/987,805
  22. Impulse signal detection for buried cable protection using distributed fiber optic sensing, US Patent App. 17/988,643
  23. Gunshot detection via classification using deep learning and fiber sensing technologies, US Patent App. 18/333,490
  24. Novel AI-driven approach to detect and localize vehicle emergency stops based on vehicle trajectory using distributed fiber optic sensing (DFOS) data, US Patent App. 18/320,993