Human identification experiments using acoustic micro-doppler signatures

Proceedings of the Argentine School of Micro-Nanoelectronics, Technology and Applications 2008, EAMTA

Volumn , Issue , 2008, Pages 81-86

  Zhang, Zhaonian ^a   Andreou, Andreas G ^a  

^a Johns Hopkins University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC SCENE ANALYSES; BANDPASS SAMPLINGS; BIT RESOLUTIONS; CEPSTRAL VECTORS; CLASSIFICATION ACCURACIES; CLASSIFICATION PERFORMANCES; DATA RATES; DIFFERENT FEATURE VECTORS; DOPPLER; DOPPLER SIGNATURES; GAUSSIAN MIXTURE MODELS; HUMAN IDENTIFICATIONS; PROMISING APPROACHES; SAMPLING SCHEMES;

ACOUSTICS; DATABASE SYSTEMS; GAIT ANALYSIS; NANOELECTRONICS; SENSOR NETWORKS; UNDERWATER ACOUSTICS; VECTORS;

SAMPLING;

EID: 56349158044     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (22)

1. Z. Zhang, P. Pouliquen, A. Waxman, and A. G. Andreou, "Acoustic micro-doppler radar for human gait imaging," Journal of Acoustical Society of America Express Letters, vol. 121, pp. ELI 10-EL113, March 2007.
2. G. Cauwenberghs, A. G. Andreou, J. West, M. Stanacevic, A. Celik, P. Julian, T. Teixeira, C. Diehl. and L. Riddle, "A miniature, low-power, intelligent sensor node for persistent acoustic surveillance," in Proc. SPIE Defense and Security Symposium, Orlando, FL, 2005.
3. P. Julian, A. Andreou, , L. Riddle, S. Shamma, D. Goldberg, and G. Cauwenberghs, "Comparative study of sound localization algorithms for energy aware sensor network nodes," IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 51, no. 4, pp. 640-648, April 2004.
4. M. Stancevic and G. Cauwenberghs, "Micropower gradient flow acoustic localization," IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 52, no. 10, pp. 2148-2157, October 2005.
5. L. Warren, "Hull-mounted sonar/ship design evolution and transition to low-frequency applications," IEEE Journal of Oceanic Engineering, vol. 13. no. 4, pp. 196-198, October 1988.
6. P. Wells, "Current status and future technical advances of ultrasonic imaging," IEEE Engineering in Medicine and Biology, vol. 19, no. 5, pp. 14-20, September 2000.
7. M. A. Clapp and R. Etienne-Cummings, "Single ping - multiple measurements: Sonar bearing angle estimation using spatiotemporal frequency filters," IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 53, no. 4, pp. 769-783, April 2006.
8. Z. Zhang, P. Pouliquen, A. Waxman, and A. G. Andreou, "Acoustic micro-doppler gait signatures of humans and animals," in Conference on Information Sciences and Systems, March 2007, pp. 627-630.
9. M. S. Nixon and J. N. Carter, "Automatic recognition by gait," Proceedings of IEEE, vol. 94, no. 11, pp. 2013-2024, November 2006.
10. S. Sarkar, P. J. Phillips, Z. Liu, I. R. Vega, P. Grother, and K. W. Bowyer, "The HumanlD Gait Challenge Problem: Data Sets, Performance and Analysis," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 27, no. 2, pp. 162-177, February 2005.
11. K. Kalgaonkar and B. Raj, "Acoustic doppler sonar for gait recognition," in Conference on Advanced Video and Signal Based Surveillance, 2007', pp. 27-32.
12. J. D. Gaskill, Linear Systems, Fourier Transforms and Optics. New York, NY: Wiley, 1983.
13. O. D. Grace and S. P. Pitt, "Quadrature sampling of high frequency waveforms," Journal of Acoustical Society of America, vol. 44, pp. 1432-1436, 1968.
14. W. M. Waters and B. R. Jarrett,"Bandpass signal sampling and coherent detection," IEEE Transactions on Aerospace Electronic Systems, vol. AES-18, pp. 731-736, November 1982.
15. J. Geisheimer, W. Marshall, and E. Greneker, "A continuous-wave (CW) radar for gait analysis," in Conference Record of the Thirty-Fifth Asilomar Conference on Signals, Systems and Computer, vol. 1. Pacific Grove, CA: IEEE, Nov 2001, pp. 834-838.
16. J. Geisheimer, E. Greneker, and W. Marshall, "A high-resolution doppler model of human gait," in Proceedings of SPIE, 2002.
17. M. Otero, "Appliation of a continuous wave radar for human gait recognition," in Proceedings of SPIE: Signal Processing, Sensor Fusion, and Target Recognition XIV, vol. 5809, Orlando, FL, March 2005, pp. 538-548.
18. V. C. Chen and 11. Ling, Time-Frequency Transforms for Radar Imaging and Signal Analysis. Boston, MA: Artech House, January 2002.
19. P. A. Tipler, Physics for Scientists and Engineers, 3rd ed. New York, NY: Worth Publishers, 1991.
20. R. G. Vaughan, N. L. Scott, and D. R. White, "The theory of bandpass sampling," IEEE Transactions on Signal Processing, vol. 39, no. 9, pp. 1973-1984, September 1991.
21. D. Reynolds and R. Rose, "Robust text-independent speaker identification using gaussian mixture speaker models," Speech and Audio Processing, IEEE Transactions on, vol. 3, no. 1, pp. 72-83, Jan 1995.
22. B. Milner, "Inclusion of temporal information into features for speech recognition," Spoken Language, 1996. ICSLP 96. Proceedings., Fourth International Conference on, vol. 1, pp. 256-259 vol.1, 3-6 Oct 1996.