In physical terms, periodic movements of a human body resulting from walking produce a pulse sequence with repetition time T1 (instant cadence frequency, 1/T1) and duration time T2. Footstep forces generate periodic T1 broadband seismic and sound signals due to the dynamic forces between the foot and the ground/floor with duration time T2, which is equal to the time interval for a single footstep from heel strike to toe slap and weight transfer. In a human gait study (for normal speeds of walking), T1 was detected as 0.5–0.69 s and double limb support takes up about 12% of the gait cycle (2T1), so T2 is greater than 0.12–0.17 s. Short range (of about 50 m) signatures for 30 humans were recorded simultaneously by four orthogonal sensor types at two locations. The sensor types were active Doppler sonar/radar and passive seismic/acoustics. Analysis of signals from these four sensors collected for walking humans showed temporal synchronization and stability of the cadence frequencies, and the cadence frequency from each sensor was equivalent. The time delay between signals from these sensors due to the differences in speeds of propagation for seismic, sound, and electromagnetic waves allows calculation of the distance from a walker to the sensor suite.

1.
D. H.
Sutherland
,
K. R.
Kaufman
, and
J. R.
Moitoza
, “
Kinematics of normal human walking
,” in
Human walking
, 2nd ed., edited by
J.
Rose
and
J. G.
Gamble
(
Williams & Wilkins
,
Baltimore, MD
,
1994
), pp.
23
45
.
2.
E.
Ayyappa
, “
Normal human locomotion, Part 1: Basic concepts and terminology
,”
J. Prosthet. Orthot
.
9
,
10
17
(
1997
).
3.
J. M.
Hausdorff
,
Y.
Ashkenazy
,
C.-K.
Peng
,
P. C.
Ivanov
,
H. E.
Stanley
, and
A. L.
Goldberger
, “
When human walking becomes random walking: Fractal analysis and modeling of gait rhythm fluctuations
,”
Physica A
302
,
138
147
(
2001
).
4.
J. D.
McAuley
and
M. R.
Jones
, “
Modeling effects of rhythmic context on perceived duration: A comparison of interval and entrainment approaches to short-interval timing
,”
J. Exp. Psychol. Hum. Percept. Perform
.
29
,
1102
1125
(
2003
).
5.
C.
Drake
,
M. R.
Jones
, and
C.
Baruch
, “
The development of rhythmic attending in auditory sequences: Attunement, referent period, focal attending
,”
Cognition
77
,
251
288
(
2000
).
6.
A.
Ekimov
and
J. M.
Sabatier
, “
Orthogonal sensor suite and the signal-processing algorithm for human detection and discrimination
,”
Proc. SPIE
,
7303-19
,
73030K
1
73030K
12
(
2009
).
7.
A.
Ekimov
and
J. M.
Sabatier
, “
Human detection range by active Doppler and passive ultrasonic methods
,”
Proc. SPIE
6943
, OR-1-OR-8 (
2008
).
8.
F. W.
Galbraith
and
M. V.
Barton
, “
Ground loading from footsteps
,”
J. Acoust. Soc. Am
.
48
,
1288
1292
(
1970
).
9.
A.
Ekimov
and
J. M.
Sabatier
, “
Vibration and sound signatures of human footsteps in buildings
,”
J. Acoust. Soc. Am
.
120
,
762
768
(
2006
).
10.
A.
Ekimov
and
J. M.
Sabatier
, “
Human motion analyses using footstep ultrasound and Doppler ultrasound
,”
J. Acoust. Soc. Am
.
123
,
EL149
EL154
(
2008
).
11.
“Mattel makes a real radar gun, on the cheap.” Available at http://www.wirelessnetdesignline.com/200001080?cid=RSSfeed_wirelessnetdesignline_wndlRSS (Last viewed 12/10/09).
12.
J. M.
Sabatier
and
A. E.
Ekimov
, “
A review of human signatures in urban environments using seismic and acoustic methods
,” in
Proceedings of IEEE, Proceedings of the International Conference on Technologies for Homeland Security
(
2008
), pp.
215
220
.
13.
T. D.
Rossing
, editor,
Springer Handbook of Acoustic
(
Springer Science, Business Media, LLC
,
New York, NY
,
2007
), p.
128
.
14.
M. J.
Crocker
, editor,
Handbook of Noise and Vibration Control
(
Wiley
,
Hoboken, NJ
,
2007
), p.
4
.
15.
K. M.
Houston
and
D. P.
McGaffigan
, “
Spectrum analysis techniques for personnel detection using seismic sensors
,”
Proc. SPIE
5090
,
162
173
(
2003
).
16.
D. H.
Cress
, “
Terrain considerations and data base development for the design and testing of devices to detect intruder-induced ground motion
,”
U.S. Waterways Experimental Station, Technical Report No. M-78-1, U.S.
Army Engineer Waterways Experiment Station
,
Vicksburg, MS
(
1978
).
17.
A.
Ekimov
and
J. M.
Sabatier
, “
Detection and analysis of broadband acoustic signatures from walking humans in quiet and noisy environments
,” in
Proceedings of the MSS-BAMS
(
2008
), pp.
1
16
.
18.
R. J.
Urick
,
Principles of Underwater Sound
(
Peninsula
,
Los Altos, CA
,
1983
), p.
322
.
19.
M.
Kahrs
and
K.
Brandenburg
, editors,
Applications of Digital Signal Processing to Audio and Acoustics
(
Kluwer
,
Boston, MA
,
1998
), pp.
285
293
.
20.
R.
Boulic
,
N. M.
Thalmann
, and
D.
Thalmann
, “
A global human walking model with real-time kinematic personification
,”
Vis. Comput
.
6
,
344
358
(
1990
).
You do not currently have access to this content.