Human activity classification based on micro-doppler signatures using an artificial neural network

2008 IEEE International Symposium on Antennas and Propagation and USNC/URSI National Radio Science Meeting, APSURSI

Volumn , Issue , 2008, Pages

  Kim, Youngwook ^a   Ling, Hao ^a  

^a The University of Texas at Austin   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 55649107973     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/APS.2008.4619933     Document Type: Conference Paper

References (8)

1. J. L. Geisheimer, E. F. Greneker and W. S. Marshall, "High- resolution Doppler model of the human gait," SPIE Proc. Radar Sensor Technology and Data Visualization, vol. 4744, pp. 8-18, July 2002.
2. V. C. Chen and H. Ling, Time Frequency Transforms for Radar Imaging and Signal Analysis, Artech House, Boston, MA, 2002.
3. T. Thayaparan, S. Abrol, E. Riseborough, L. Stankovic, D. Lamothe, G. Duff, "Analysis of radar micro-Doppler signatures from experimental helicopter and human data, " IEE Proc. Radar Sonar Navigation, vol. 1, no. 4, pp. 288-299, Aug. 2007.
4. P. van Dorp and F. C. A. Groen, "Human walking estimation with radar," IEE Proc. Radar Sonar Navig., vol. 150, pp. 356-365, Oct. 2003.
5. M. Otero, "Application of continuous wave radar for human gait recognition," SPIE Proc., Signal Processing, Sensor Fusion, and Target Recognition XIV, vol. 5809, pp. 538-548, May 2005.
6. M. Anderson and R. Rogers, "Micro-Doppler analysis of multiple frequency continuous wave radar signatures," SPIE Proc. Radar Sensor Technology, vol. 6547, May 2007.
7. C. Bishop, Neural Networks for Pattern Recognition, Oxford University Press, 1995.
8. A. Lin and H. Ling, "Two-dimensional human tracking using a three-element Doppler and direction-of-arrival radar," IEEE Radar Conf., pp. 24-27, Apr. 2006.