Publications by authors named "Marshall Bradley"

Article Synopsis
  • A new method has been created to extract human gait parameters from micro Doppler sonar grams, focusing on key metrics like walking speed and leg velocity.
  • This technique is an adaptation of a previous radar data analysis method, due to the differences between sonar and radar data.
  • The study analyzed data from 16 female and 60 male walkers, revealing that males generally have longer walk cycle times and higher peak leg velocities compared to females.
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Current research demonstrates that micro Doppler sonar has the capability to uniquely identify the presence of a moving human, making it an attractive component in surveillance systems for border security applications. Primary environmental factors that limit sonar performance are two-way spreading losses, ultrasonic absorption, and backscattered energy from the ground that appears at zero Doppler shift in the sonar signal processor. Spectral leakage from the backscatter component has a significant effect on sonar performance for slow moving targets.

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The focus of this paper is to experimentally extract the Doppler signatures of a walking human's individual body segments using an ultrasonic Doppler system (UDS) operating at 40 kHz. In a human's walk, the major contribution to Doppler velocities and acoustic scattering is from the foot, lower leg, thigh (upper leg) and torso. The Doppler signature of these human body segments are extracted experimentally.

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Observed human-gait features in Doppler sonar grams are explained by using the Boulic-Thalmann (BT) model to predict joint angle time histories and the temporal displacements of the body center of mass. Body segments are represented as ellipsoids. Temporally dependent velocities at the proximal and distal end of key body segments are determined from BT.

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