Human gait recognition using micro-doppler features

Proceedings of 2012 5th Global Symposium on Millimeter-Waves, GSMM 2012

Volumn , Issue , 2012, Pages 326-329

  Fei, Li ^a   Binke, Huang ^b   Hang, Zhang ^c   Hao, Du ^a  

^a Science and Technology on Information Transmission and Dissemination in Communication Networks Lab   (China)

^b XI'AN JIAOTONG UNIVERSITY   (China)

^c Sci and Technol on Information Transmission and Dissemination in Communication Networks Laboratory   (China)

Author keywords

cadence; Chirplet signal representation; gait recognition; micro doppler

Indexed keywords

GAIT ANALYSIS; MILLIMETER WAVES;

CADENCE; CLASSIFICATION AND RECOGNITION; GAIT RECOGNITION; HUMAN GAIT RECOGNITION; HUMAN MOTIONS; MICRO-DOPPLER; MOTION CAPTURE DATA; SIGNAL REPRESENTATIONS;

PATTERN RECOGNITION;

EID: 84868661391     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GSMM.2012.6314067     Document Type: Conference Paper

References (8)

1. Chen V. C, Li F. Y, Ho S. S. "Micro-Doppler Effect in Radar: Phenomenon, Model and Simulation Study", IEEE Transactions on Aerospace and Electronic Systems, 42(1), pp. 2-21 2006.
2. Jonathan L. Geisheimer , Eugene F. Greneker, William S. Marshal. A High-Resolution Doppler Model of Human Gait. Proceedings of SPIE, Radar Sensor Technology and Data Visualization, Orlando, USA, 2007, pp.8-18,
3. Shobha Sundar Ram and Hao Ling. Simulation of Human MicroDopplers Using Computer Animation Data, IEEE Radar Conference, Rome, May 2008
4. J. Li, H. Ling. Application of Adaptive Chirplet Representation for ISAR Feature Extraction from Targets with Rotating Parts, IEE Proc.-Radar Sonar Navig., 150(4), pp.284-291, 2003.
5. Aikaterini Pachi, Tianjian Ji. Frequency and Velocity of People walkin g. The Structural Engineer, 83(3), pp.36-40, 2005
6. http://mocap.cs.cmu.edu. (motion capture data on-line)
7. S. Z. Grübüz, W. L. Melvin and D. B. Williams. Detection and Identification of Human Targets in Radar Data. Proceedings of SPIE, Signal Processing, Sensor Fusion and Target Recognition XVI, Vol.6567, Apr. 2007.
8. Human gait parameter estimation based on micro-doppler signatures using particle filters. M.Guldogan, F.Gustafsson,et,al. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011