Acoustic Micro-Doppler Gait Signatures of Humans and Animals

A micro-Doppler active acoustic sensing system is described. We report its use in acquiring gait signatures of humans and four-legged animals in indoor and outdoor environments. Signals from an accelerometer attached to the leg support the interpretation of the components in the measured micro-Doppler signature. The acoustic micro-Doppler system described in this paper is simpler and offers advantages over the widely used electromagnetic wave micro-Doppler radars. It can be implemented in custom integrated circuits and embedded in a multi-modal wireless sensor network for autonomous detection and classification.

[1]  Ralph Etienne-Cummings,et al.  Single Ping-multiple measurements: sonar bearing angle estimation using spatiotemporal frequency filters , 2006, IEEE Transactions on Circuits and Systems I: Regular Papers.

[2]  J.L. Geisheimer,et al.  A continuous-wave (CW) radar for gait analysis , 2001, Conference Record of Thirty-Fifth Asilomar Conference on Signals, Systems and Computers (Cat.No.01CH37256).

[3]  Gert Cauwenberghs,et al.  A comparative study of sound localization algorithms for energy aware sensor network nodes , 2004, IEEE Transactions on Circuits and Systems I: Regular Papers.

[4]  Hao Ling,et al.  Time-Frequency Transforms for Radar Imaging and Signal Analysis , 2002 .

[5]  Gert Cauwenberghs,et al.  Micropower gradient flow acoustic localizer , 2005, IEEE Transactions on Circuits and Systems I: Regular Papers.

[6]  Eugene F. Greneker,et al.  High-resolution Doppler model of the human gait , 2002, SPIE Defense + Commercial Sensing.

[7]  Sudeep Sarkar,et al.  The humanID gait challenge problem: data sets, performance, and analysis , 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[8]  Michael F. Otero,et al.  Application of a continuous wave radar for human gait recognition , 2005, SPIE Defense + Commercial Sensing.

[9]  Henry E. Bass,et al.  Atmospheric absorption of sound: Update , 1990 .

[10]  A. Waxman,et al.  Acoustic micro-Doppler radar for human gait imaging. , 2007, The Journal of the Acoustical Society of America.

[11]  Gert Cauwenberghs,et al.  A miniature low-power intelligent sensor node for persistent acoustic surveillance , 2005, SPIE Defense + Commercial Sensing.

[12]  P. Wells Current status and future technical advances of ultrasonic imaging , 2000, IEEE Engineering in Medicine and Biology Magazine.

[13]  Henry E. Bass,et al.  Atmospheric Absorption of Sound: Theoretical Predictions , 1972 .

[14]  Mark S. Nixon,et al.  Automatic Recognition by Gait , 2006, Proceedings of the IEEE.

[15]  L. Warren Hull-mounted sonar/ship design evolution and transition to low-frequency applications , 1988 .

[16]  N Suga,et al.  Biosonar and neural computation in bats. , 1990, Scientific American.

[17]  Valentina Colla,et al.  A method for sonar based recognition of walking people , 1998, Robotics Auton. Syst..