Seismic Propagation from Humans in Open and Urban Terrain

Human movement produces dynamic forces that cause vibrations and seismic waves. Recent research illustrates that human movement can be recognized by measuring and analyzing mechanical responses to the movement, providing a new sensor modality to support established modes of human detection and movement tracking. Our objective is a high-performance-computing capability for simulating seismic waves propagating from walking and running humans on open terrain, on urban ground, and within buildings, to support development of human detection and signature analysis algorithms for seismic sensors. We apply viscoelastic finite-difference time-domain computations on a variable grid, using domain decomposition and MPI to operate in parallel on high performance computers. For walker/runner force inputs we develop an empirical model from published biomechanics research on human kinematics and measured ground reaction forces. Our open terrain results reveal the pulsating nature of seismic waves as they emanate from footsteps. We find that spectral characteristics of our simulated signals agree well with field signals. Our urban model results show realistic ground vibrations from runners outside of buildings, and our urban structures account for the effect of building vibrations on footstep signatures propagating from the inside to the outside of a building. We demonstrate the application of a seismic human detection algorithm using synthetic data, and conclude that the simulation method produces realistic wavefield data for virtual trials of human movement algorithms.

[1]  George A. McMechan,et al.  Accurate viscoelastic modeling in coordinate-transform velocity-stress formulations , 2002 .

[2]  Moshe Reshef,et al.  A nonreflecting boundary condition for discrete acoustic and elastic wave equations , 1985 .

[3]  Daniel P. Ferris,et al.  Effect of reduced gravity on the preferred walk-run transition speed. , 1997, The Journal of experimental biology.

[4]  Leonard Meirovitch,et al.  Elements Of Vibration Analysis , 1986 .

[5]  Waymond R. Scott,et al.  On the stability of the FDTD algorithm for elastic media at a material interface , 2002, IEEE Trans. Geosci. Remote. Sens..

[6]  F. Lacquaniti,et al.  Control of foot trajectory in human locomotion: role of ground contact forces in simulated reduced gravity. , 2002, Journal of neurophysiology.

[7]  J. Virieux P-SV wave propagation in heterogeneous media: Velocity‐stress finite‐difference method , 1986 .

[8]  A. Minetti,et al.  A feedback-controlled treadmill (treadmill-on-demand) and the spontaneous speed of walking and running in humans. , 2003, Journal of applied physiology.

[9]  Joakim O. Blanch,et al.  Modeling of a constant Q; methodology and algorithm for an efficient and optimally inexpensive viscoelastic technique , 1995 .

[10]  Motoki Kouzaki,et al.  Variability of ground reaction forces during treadmill walking. , 2002, Journal of applied physiology.

[11]  R. Goodstein,et al.  Differential and Integral Calculus , 1947 .

[12]  A. Minetti,et al.  A theory of metabolic costs for bipedal gaits. , 1997, Journal of theoretical biology.

[13]  José M. Carcione,et al.  Seismic modeling in viscoelastic media , 1993 .

[14]  Y. Fung Foundations of solid mechanics , 1965 .

[15]  Joakim O. Blanch,et al.  Viscoelastic finite-difference modeling , 1994 .

[16]  Robert Headon,et al.  Recognizing movements from the ground reaction force , 2001, PUI '01.

[17]  Mark L. Moran,et al.  Seismic source model for moving vehicles , 2005, IEEE Transactions on Geoscience and Remote Sensing.

[18]  Waymond R. Scott,et al.  Elastic waves interacting with buried land mines: a study using the FDTD method , 2002, IEEE Trans. Geosci. Remote. Sens..

[19]  Arben Pitarka,et al.  3D Elastic Finite-Difference Modeling of Seismic Motion Using Staggered Grids with Nonuniform Spacing , 1999 .

[20]  Michael S. Landy,et al.  Detection and Discrimination , 1991 .

[21]  P. Weyand,et al.  Faster top running speeds are achieved with greater ground forces not more rapid leg movements. , 2000, Journal of applied physiology.