Classify human motions using micro-Doppler radar

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 6944, Issue , 2008, Pages

  Yang, Yinan ^a   Zhang, Wenxue ^a   Lu, Chao ^a  

^a TOWSON UNIVERSITY   (United States)

Author keywords

Human motion analysis; Micro Doppler radar; Micro Doppler signature

Indexed keywords

BODY PARTS; HUMAN ACTIVITIES; HUMAN MOTION ANALYSIS; HUMAN MOTIONS; MEASUREMENT DATA; MICRO-DOPPLER; RADAR RETURNS; SIMULATION RESULT; TIME VARYING; TIME-FREQUENCY REPRESENTATIONS;

BIOMETRICS; COMPUTER SIMULATION; DOPPLER EFFECT; DOPPLER RADAR; RADAR MEASUREMENT;

RADAR CROSS SECTION;

EID: 79959363316     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.779072     Document Type: Conference Paper

References (16)

1. th IEEE Workshop on Statistical Signal and Array Processing, pp.463-466, August, 2000.
2. Chen, V.C. and Lipps, R., "Time-frequency signatures of micro-Doppler phenomenon for feature extraction", Proceedings of SPIE on Wavelet Applications, vol.4056, pp.220-226, 2000.
3. Chen, V.C. and Ling, H., Time-Frequency Transforms for Radar Imaging and Signal Analysis, Chapter 8, Artech House, Boston, MA, 2002.
4. Chen, V.C., Li, F., Ho, S. and Wechsler, H., "Analysis of micro-Doppler signatures", IEE Proceedings on Radar, Sonar and Navigation, 2003.
5. Lei, J. and Lu, C. "Target Classification Based on Micro-Doppler Signatures", IEEE Radar Conference, May, 2005. Washing ton D.C.
6. Yang, Y., Lei, J., Zhang, W. and Lu, C. "Target Classification and Pattern Recognition Using Micro-Doppler Radar Signatures", Proceeding of SNPD2006, June 19-20, 2006, Las Vegas.
7. Boulic, R., Thalmann, M.N., and Thalmann, D., "A Global Human Walking Model with real-time Kinematic Personnification", Vis. Comput., 1990, 6. pp.344-358.
8. Van Dorp, P. and Groen, F.C., "Human Walking Estimation with Radar", IEE Proc. Radar Sonar Navig. vol. 150.
9. The Motion Research Laboratory, Carnegie Mellon University (CMU), http://mocap.cs.cmu.edu/.
10. Meredith, M. Maddock, S. and Miken, S., "Motion Capture File Formats Explained". M. Meredith, S. Maddock, Department of Computer Science, University of Sheffield, http://www.dcs.shef.ac.uk/~{mikem,steve}
11. Cutting, J. and Kozlowski, L., "Recognizing friends by their walk: Gait perception without familiarity cues", Bulletin of the Psychonomic Society, vol.9, 1977, pp.353-356.
12. Little, J.J. and Boyd, J.E., "Recognizing people by their gait: the shape of motion", Journal of Computer Vision Research, vol.1, no.2, 1998.
13. Niyogi, S.A. and Adelson, E. H., "Analyzing and recognizing walking figures in XYT", IEEE Proceedings on Computer Vision and Pattern Recognition, 1994, pp. 469-474.
14. Greneker, G., "Radar Technology for Acquiring Biological Signals", The Journal of Credibility and Witness Psychology 2006, Vol. 7, No. 2, 127-134.
15. Bassem R, Radar Systems Analysis and Design Using MATLAB, Second Edition, 2005.
16. Eugene F. Knott John F. Shaeffer Michael T. Tuley, Radar Cross Section Second edition, Artech House, Boston, MA, 1993