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. Perpendicular distance prediction of vibrations by distributed fiber optic sensing, US Patent 12,000,729
  5. Object localization and threat classification for optical cable protection, US Patent 12,111,189
  6. Compositional image generation and manipulation, US Patent App. 18/463,784
  7. Learning ordinal representations for deep reinforcement learning based object localization, US Patent App. 17/715, 901
  8. Road traffic extraction for unknown anomaly detection using distributed fiber optic sensing, US Patent 12,051,326
  9. Multilinear domain-specific domain generalization, US Patent App. 17/592,447
  10. Weakly-supervised learning for manhole localization based on ambient noise, US Patent App. 18/367,593
  11. Distributed intelligent SNAP informatics, US Patent 12,038,320, Japan Patent 7539582
  12. Utility pole localization by distributed fiber sensing of aerial fiber cable, US Patent App. 17/504,365
  13. Utility pole integrity assessment by das and machine learning using environmental noise, US Patent App. 18/316,199
  14. Statistical image processing-based anomaly detection system for cable cut prevention, Japan Patent 7471470
  15. Cite-scale acoustic impulse detection and localization, US Patent App. 17/409,792
  16. Mapping using optical fiber sensing, US Patent App. 17/720,245
  17. Outdoor application of distributed fiber optic sensing/acoustic sensing, US Patent App. 17/958,415
  18. Efficient method of automated buried cable determination for cable status monitoring, US Patent App. 18/316,205
  19. Location determination of deployed fiber cables using distributed fiber optic sensing, US Patent App. 17/871,816
  20. Fiber sensing using supervisory path of submarine cables, US Patent 12,078,528
  21. Underground cable localization by fast time series template matching, US Patent App. 17/979,755
  22. System to measure coil locations and lengths on aerial fiber cables by distributed fiber sensing, US Patent App. 18/316,208
  23. Fiber identification without cut point using distributed fiber optic sensing, US Patent App. 17/987,805
  24. Impulse signal detection for buried cable protection using distributed fiber optic sensing, US Patent App. 17/988,643
  25. Gunshot detection via classification using deep learning and fiber sensing technologies, US Patent App. 18/333,490
  26. 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
  27. Fiber sensing by monitoring polarization function of light on supervisory path of cables, US Patent App. 18/369,041
  28. Robust source localization with joint time arrival and velocity estimation for cable cut prevention, US Patent App. 18/485,247
  29. Cross-correlation-based manhole localization using ambient traffic and fiber sensing, US Patent App. 18/485,223
  30. Spatiotemporal and spectral classification of acoustic signals for vehicle event detection over deployed fiber networks, US Patent App. 18/414,419
  31. Vehicle sensing and classification based on vehicle-infrastructure interaction over existing telecom cables, US Patent App. 18/417,769