This paper presents a novel way of determining the angular velocity of a rigid body from accelerometer measurements. This method finds application in crashworthiness and motion analysis in sports, for example, where impacts forbid the use of mechanical gyroscopes. Based on previous work, the time-integration (TI) and polynomial-roots (PR) estimates of the angular velocity are first computed. The TI and PR estimates are then linearly combined through a weighted sum whose weighting factor is chosen so as to minimize the `variance of the resulting estimate. The proposed method is illustrated in an experiment, where the twelve accelerometer array (OCTA) is moved manually. A comparison of the angular-velocity estimates obtained from the proposed method and those obtained from a magnetic displacement sensor shows that the resulting estimates are robust and do not suffer from the drift problems that hinder the TI method. Moreover, comparison with a previously reported method indicates that the method proposed here is less sensitive to measurement errors, especially at low angular velocities.

References

1.
Cardou
,
P.
,
Fournier
,
G.
, and
Gagnon
,
P.
,
2011
, “
A Nonlinear Program for Angular Velocity Estimation From Centripetal Acceleration Measurements
,”
IEEE/ASME Trans. Mechatron.,
16
(
5
), pp.
932
944
.10.1109/TMECH.2010.2057440
2.
Grammatikos
,
A.
,
1965
, “
Gimballess Inertial Systems for Space Navigation
,” Ph.D. thesis,
University of Pennsylvania
,
PA
.
3.
Padgaonkar
,
A. J.
,
Krieger
,
K. W.
, and
King
,
A. I.
,
1975
, “
Measurement of Angular Acceleration of a Rigid Body Using Linear Accelerometers
,”
ASME J. Appl. Mech.
,
42
(
3
), pp.
552
556
.10.1115/1.3423640
4.
Chou
,
C. C.
, and
Sinha
,
S. C.
,
1976
, “
On the Kinematics of the Head Using Linear Acceleration Measurements
,”
J. Biomech.
,
69
(
3
), pp.
607
613
.10.1016/0021-9290(76)90101-9
5.
Mital
,
N. K.
, and
King
,
A. I.
,
1979
, “
Computation of Rigid-Body Rotation in Three-Dimensional Space From Body-Fixed Linear Acceleration Measurements
,”
ASME J. Appl. Mech.
,
46
, pp.
925
930
.10.1115/1.3424679
6.
Linder
,
A.
,
Svensson
,
M.
, and
Viano
,
D.
,
2002
, “
Evaluation of the BioRID P3 and the Hybrid III in Pendulum Impacts to the Back: A Comparison With Human Subject Test Data
,”
Traffic Inj. Prev.
,
3
, pp.
159
166
.10.1080/15389580211994
7.
Anderson
,
R. W. G.
,
Brown
,
C. J.
,
Blumbergs
,
P. C.
,
McLean
,
A. J.
, and
Jones
,
N. R.
,
2003
, “
Impact Mechanics and Axonal Injury in a Sheep Model
,”
J. Neurotrauma
,
20
(
10
), pp.
961
974
.10.1089/089771503770195812
8.
Cappa
,
P.
,
Masia
,
L.
, and
Patane
,
F.
,
2005
, “
Numerical Validation of Linear Accelerometer Systems for the Measurement of Head Kinematics
,”
ASME J. Biomech. Eng.
,
127
, pp.
919
928
.10.1115/1.2049329
9.
Qin
,
Z.
,
Baron
,
L.
, and
Birglen
,
L.
,
2009
, “
Robust Design of Inertial Measurement Units Based on Accelerometers
,”
ASME J. Dyn. Sys., Meas., Control
,
131
(
3
), p.
031010
.10.1115/1.3072157
10.
Giansanti
,
D.
, and
Maccioni
,
G.
,
2005
, “
Comparison of Three Different Kinematic Sensor Assemblies for Locomotion Studies
,”
Physiol. Meas.
,
26
(
5
), pp.
689
705
.10.1088/0967-3334/26/5/010
11.
Morris
,
J. R. W.
,
1973
, “
Accelerometry—A Technique for the Measurement of Human Body Movements
,”
J. Biomech.
,
6
, pp.
729
736
.10.1016/0021-9290(73)90029-8
12.
Hayes
,
W. C.
,
Gran
,
J. D.
,
Nagurka
,
M. L.
,
Feldman
,
J. M.
, and
Oatis
,
C.
,
1983
, “
Leg Motion Analysis During Gait by Multiaxial Accelerometry: Theoretical Foundations and Preliminary Validations
,”
ASME J. Biomech. Eng.
,
105
, pp.
283
289
.10.1115/1.3138419
13.
Nigg
,
B. M.
, and
Hercog
,
W.
,
2007
,
Biomechanics of the Musculo-Skeletal System
, 3rd ed.,
University of Calgary, Calgary
,
AB, Canada
.
14.
Algrain
,
M. C.
, and
Quinn
,
J.
,
1993
, “
Accelerometer Based Line-of-Sight Stabilization Approach for Pointing and Tracking Systems
,”
Proceedings of Second
IEEE
Conference on Control Applications.10.1109/CCA.1993.348288
15.
Parsa
,
K.
,
Angeles
,
J.
, and
Misra
,
A. K.
,
2005
, “
Estimation of the Flexural States of a Macro-Micro Manipulator Using Point-Acceleration Data
,”
IEEE Trans. Rob.
,
21
(
4
), pp.
565
573
.10.1109/TRO.2005.844677
16.
Lin
,
P.-C.
,
Komsuo
glu
,
H.
, and
Koditschek
,
D.
,
2006
, “
Sensor Data Fusion for Body State Estimation in a Hexapod Robot With Dynamical Gaits
,”
IEEE Trans. Rob.
,
22
(
5
), pp.
932
943
.10.1109/TRO.2006.878954
17.
Miles
,
M. D.
,
1986
, “
Measurement of Six-Degree of Freedom Model Motions Using Strapdown Accelerometers
,”
21st American Towing Tank Conference
, pp.
369
375
.
18.
Subramanian
,
V. A.
, and
Vendhan
,
C. P.
,
1993
, “
An Efficient Algorithm for Strapdown Accelerometer-Based Motion Measurement
,”
Ocean Eng.
,
20
(
4
), pp.
421
432
.10.1016/0029-8018(93)90005-3
19.
Mostov
,
K. S.
,
Soloviev
,
A. A.
, and
Koo
,
T. K. J.
,
1997
, “
Accelerometer Based Gyro-Free Multi-Sensor Generic Inertial Device for Automotive Applications
,”
Proceedings of ITSC
,
IEEE
Conference on Intelligent Transportation Systems
, pp.
1047
1052
.10.1109/ITSC.1997.660618
20.
Peng
,
Y. K.
, and
Golnaraghi
,
M. F.
,
2004
, “
A Vector-Based Gyro-Free Inertial Navigation System by Integrating Existing Accelerometer Network in a Passenger Vehicle
,”
IEEE
Position Location and Navigation Symposium, pp.
234
242
.10.1109/PLANS.2004.1308999
21.
Ruffier
,
F.
, and
Franceschini
,
N.
,
2005
, “
Optic Flow Regulation: The Key to Aircraft Automatic Guidance
,”
Rob. Auton. Syst.
,
50
, pp.
177
194
.10.1016/j.robot.2004.09.016
22.
Sankaranarayanan
,
V.
,
Emekli
,
M. E.
,
Gilvenç
,
B. A.
,
Güvenç
,
L.
,
Öztürk
,
E. S.
,
Ersolmaz
,
E. S.
,
Eyol
,
I. E.
, and
Sinal
,
M.
,
2008
, “
Semiactive Suspension Control of a Light Commercial Vehicle
,”
IEEE/ASME Trans. Mechatron.
,
13
(
5
), pp.
598
604
.10.1109/TMECH.2008.2001397
23.
Edwan
,
E.
,
Knedlik
,
S.
,
Zhou
,
J.
, and
Loffeld
,
O.
,
2009
, “
GPS/INS Integration for GF-IMU of Twelve Mono-Axial Accelerometers Configurations
,”
Proceedings of the 6th Workshop on Positioning
,
Navigation and Communication 2009
(
WPNC
’09), pp.
183
188
.10.1109/WPNC.2009.4907825
24.
Dorfmuller-Ulhaas
,
K.
,
2002
, “
Optical Tracking From User Motion to 3D Interaction
,”
Ph.D. thesis
,
Vienna University of Technology
,
Vienna, Germany
.
25.
Chen
,
J.-H.
,
Lee
,
S.-C.
, and
DeBra
,
D. B.
,
1994
, “
Gyroscope Free Strapdown Inertial Measurement Unit by Six Linear Accelerometers
,”
AIAA J. Guid. Control Dyn.
,
17
(
2
), pp.
286
290
.10.2514/3.21195
26.
Parsa
,
K.
,
Lasky
,
T. A.
, and
Ravani
,
B.
,
2005
, “
Design and Mechatronic Implementation of an Accelerometer-Based, Kinematically Redundant Inertial Measurement Unit
,”
IEEE/ASME
International Conference on Advanced Intelligent Mechatronics
.10.1109/AIM.2005.1511055
27.
Schuler
,
A. R.
,
1965
, “
Design and Analysis of Analytic Platform Inertial Navigation Systems
,”
Ph.D. thesis
,
University of Pennsylvania
,
PA
.
28.
Parsa
,
K.
,
2003
, “
Dynamics, State Estimation, and Control of Manipulators With Rigid and Flexible Subsystems
,”
Ph.D. thesis
,
McGill University
,
Montreal, Canada
.
29.
Costello
,
M.
, and
Jitpraphai
,
T.
,
2002
, “
Determining Angular Velocity and Angular Acceleration of Projectiles Using Triaxial Acceleration Measurements
,”
J. Spacecr. Rockets
,
39
(
1
), pp.
73
80
.10.2514/2.3784
30.
Pickel
,
W. C.
,
2005
, “
Estimation of Postlaunch Angular Motion for Kinetic Energy Projectiles
,”
J. Guid. Control Dyn.
,
28
(
4
), pp.
604
610
.10.2514/1.7153
31.
Parsa
,
K.
,
Lasky
,
T. A.
, and
Ravani
,
B.
,
2007
, “
Design and Implementation of a Mechatronic All-Accelerometer Inertial Measurement Unit
,”
IEEE/ASME Trans. Mechatron.
,
12
(
6
), pp.
640
650
.10.1109/TMECH.2007.910080
32.
Cardou
,
P.
, and
Angeles
,
J.
,
2008
, “
Estimating the Angular Velocity of a Rigid Body Moving in the Plane From Tangential and Centripetal Acceleration Measurements
,”
Multibody Syst. Dyn.
,
19
(
4
), pp.
383
406
.10.1007/s11044-007-9096-9
33.
Cardou
,
P.
, and
Angeles
,
J.
,
2009
, “
Linear Estimation of the Rigid-Body Acceleration Field From Point-Acceleration Measurements
,”
ASME J. Dyn. Sys., Meas., Control
,
131
(
4
), p.
041013
.10.1115/1.3117209
34.
Analog Devices,
2004
,
ADXRS300 Datasheet
,
One Technology Way
,
Norwood, MA
.
35.
Schmidt
,
G. T.
,
2007
, “
INS/GPS Technology Trends
,”
Military Capabilities Enabled by Advanced in Navigation Sensors
, pp.
KN2–1
KN2–20
.
36.
Ascension Technology Corporation,
2009
,
3D Guidance TrackSTAR Installation and Operation Guide
,
Ascension Technology Corporation
,
Burlington, VT
.
37.
Dubé
,
D.
, and
Cardou
,
P.
,
2010
, “
The Calibration of an Array of Accelerometers
,” Internal Report, Laboratoire de Robotique, Département de Genie Mécanique,
Université Laval
,
Québec, Canada
.
38.
Angeles
,
J.
,
2007
,
Fundamentals of Robotic Mechanical Systems
, 3rd ed.,
Springer
,
New York
.
You do not currently have access to this content.