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Decomposition of the Clubhead Velocity: Assessment of the Contributions of the Joint/Segment Motions in Golf Drives Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific Congress of Golf, Phoenix, AZ
41

Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

Dec 27, 2015

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Page 1: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

Decomposition of the Clubhead Velocity:Assessment of the Contributions of the Joint/Segment Motions in Golf Drives

Young-Hoo Kwon,Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal SinghalBiomechanics Laboratory, Texas Woman’s University, Denton, TX

6th World Scientific Congress of Golf, Phoenix, AZ

Page 2: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

2

Planar Double-Pendulum Model

X-Factor

(Cochran & Stobbs, 1968; Hume et al., 2005; Hellstrom, 2009)

Stretch-Shortening Cycle

Triple-pendulum model

Page 3: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

3

Planarity & Functional SP

R ElbowL Hand

R ShoulderL Shoulder

FSP

MDMF

FSP

Motion Planes

(Kwon et al., 2012)

Page 4: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

4

New Double-Pendulum Model

Hand Path Determined by: • Trunk motion &• Arm motions

Trunk Motion:• Flexion/extension• Lateral flexion• Rotation• Elevation/depression

Projected Hand

Projected Clubhead

New Hub

Arm Motions:• Shoulder motions• Elbow motions

Page 5: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

5

0 10 20 30 40 50 60 70 80 90 100

-200

-100

0

100

200

300

400

500

P: P/A TiltP: R/L TiltP: L/R RotT: R/L Lat FlT: L/R Rot

Normalized Time (%)

(de

g/s

)

0 10 20 30 40 50 60 70 80 90 100

-300-200-100

0100200300400500

S: Fl/ExtS: Abd/AddS: E/I Rot

Normalized Time (%)

(de

g/s

)

New Kinematic Sequence: Joint Angular Velocities

Meaningfulness of the trunk rotation and the X-factor?

Page 6: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

6

X-Factor Studies

Issues:• ANOVA/correlation/regression with heterogenous

samples• No direct relationship between CH velocity and X-

factor• Influence of the planar swing model / stretch-

shorting cycle• Projected to the horizontal plane

Trends:• Comparison among different skill levels (Cheetham et al.

2000; Zheng et al., 2007; Cole & Grimshaw, 2009)• Comparison among different ball velocity groups (Myers

et al., 2007)• Comparison among different effort levels (Meister et al.,

2011)• Correlation/regression (Myers et al., 2007; Chu et al.,

2010)• Training effects (Lephart et al., 2007)

• Methodology (Joyce et al., 2010)

*p < 0.05

Page 7: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

7

Purposes

To assess the contributions of the joint/segment motions to the clubhead velocity:• Homogenous sample• Normalized CH velocity• Direct relationship between the CH velocity and

the trunk motion

To assess the relationship between the X-factor parameters and the CH velocity:• Projected to the functional swing plane• Homogenous sample• Normalized CH velocity

Page 8: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

8

Participants

18 Male Skilled Golfers:• Recruited from North Texas

(Dallas) area

• Handicap: -0.6 ± 2.1• Height: 1.81 ± 0.05 m• Mass: 82.6 ± 10.4 kg

Clubhead Velocity:• 45.48 ± 2.85 m/s (102.3 ± 6.4 mph; CV = 6.3%)• 25.21 ± 1.82 BH/s (CV = 7.2%)

Page 9: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

9

Data Collection

Motion Capture:• 10-camera VICON system (Centennial,

CO)• Captured at 250 Hz• ‘TWUGolfer’ marker set (65 markers)• 2 AMTI force plates (250 Hz)• 4 different types of trials (ball plate,

club, static posture, & motion trials) captured

Laboratory Study:• Wiffle balls• Ball mat• 5 driving trials per golfer

collected

Page 10: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

10

Data Processing

‘TWUGolfer’ Body Model:• 89 points• 13 joints / 24 computed points• 18 bodies / 6 additional reference

frames

Data Processing:• C3D importing• Kwon3D (Visol, Seoul, Korea)• Cutoff frequency: 20/10 Hz• Interpolated to 2,000 Hz

Page 11: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

11

Events

TB ED MD BI MF

Top of BS Early DS Mid DS Ball Impact Mid FT

Page 12: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

12

Functional Swing Plane (FSP)

nro

ii

ij

ik

FSP (Kwon et al., 2012):• Plane formed by the clubhead

trajectory (MD to MF)• Projected trajectory

Moving FSP Reference Frame:• Instantaneous rotation centers

& arms• Normal, tangential, & radial axisX-Factor Computation:• Shoulder & hip lines• Projected to the FSP

frame

Page 13: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

13

1

2 3

45

A

B

CD

1v 1 2 21

3 31

4 41

5 51

6 61

71

7

F

v r

r

r

r

r

r

v

Wrist (2 + 1 DOFs)

Elbow (1)

Shoulder Joint (3)

Mid-Shoulder (1)

L4/L5 (3)E

6

7F

Pelvis Rotation (3)

Mid-Hip Translation

Decomposition of CH Velocity

1 2 3 4 5 6 7 ( )FSPFSP Gv T v v v v v v

Max contributionContribution at BIContribution

Time Function:

Page 14: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

14

Tangential Velocity Contribution

0 10 20 30 40 50 60 70 80 90 1000

5

10

15

20

25

30

CH

Wrist

Pr/Sup

SJ

Trunk

Pelvis

Normalized Time (%)

(BH

/s)

100%

ED: 67.0%

MD: 86.9%

BI: 100%

46.9%

16.8%

19.2%

15.7%

18.5%

TB: 0%

(5)(12)(1)

Page 15: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

15

Velocity Contribution

CH Wrist Pr/Sup

Elbow SJ Trunk Pelvis MH-5

0

5

10

15

20

25

30

MaxChange

Joint/Segment

(BH

/s)

r = 0.724

r = 0.539r = 0.501

r = -0.475

(p < 0.05)vs. Max CH Velocity

(3)(1)

Page 16: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

16

X-Factor Parameters

0 10 20 30 40 50 60 70 80 90 100

-60

-40

-20

0

20

40

60

80

100

120

140

Hip LineShoulder LineX-Factor

Normalized Time (%)

(deg

)

Page 17: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

17

X-Factor Parameters

0 10 20 30 40 50 60 70 80 90 100

-60

-40

-20

0

20

40

60

80

100

120

140

Hip LineShoulder LineX-Factor

Normalized Time (%)

(deg

)

X-Factor Stretch

1.5 ± 2.2 deg

Page 18: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

18

X-Factor Parameters

X-Factor Hip Line Shoulder Line-150

-100

-50

0

50

100

150

MaxImpactChange

X-Factor Parameter

(deg

)

r = -0.486*

(*p < 0.05)vs. Max CH Velocity

r = -0.568*

r = -0.461*

CV = (15, 79, 18)%CV = (21, 25, 17)%CV = (10, 31, 11)%

Page 19: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

19

Discussion

Velocity Contribution:• Wrist motion: the main source of the

CH velocity• Pelvis motion: larger contributions than

the trunk motion• Wrist & pelvis contributions: correlated

to the max CH velocity• Trunk motion: no notable contribution /

correlation to the max CH velocity

Velocity Decomposition:• Decomposed velocities causal relationships• 3-D modeling studies needed: to establish the causal

relationship

Page 20: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

20

Discussion (cont.)

X-Factor:• Not the X-factor but the hip &

shoulder parameters were correlated to the max CH velocity.

• Direct relationship between max CH velocity and X-factor is questionable.

• Inter-group difference in X-factor may mean fundamental differences in swing style.

• The X-factor could be an indicator of the golfer’s skill level.

Page 21: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

21

Discussion (cont.)

Golf swing:• a planar motion around a hub (Cochran & Stobbs, 1968)

• Planar perspective, X-factor, & SSC:• Popular menus• Time to reassess their meaningfulness

• Trunk & arms: work together to achieve a planar CH motion in the delivery zone

• Future studies: trunk-arm coordination

Page 22: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

22

Conclusion

Velocity decomposition revealed that contribution of the trunk motion to the max CH velocity was minor.

Not the X-factor, but the hip and shoulder line position/ROM showed significant correlations to the max CH velocity.

The link between the X-factor/stretch-shortening cycle perspective and CH velocity generation is questionable.

Future studies need to focus on hip and shoulder line position/ROM vs. downswing motion patterns.

Page 23: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

23

Thank you for

your attention!

Page 24: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

24

Trial Types

Ball Plate

Club

Static Posture Motion Trial Processed Motion Trial

Page 25: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

25

Kinematic Chain Analysis

1

2 3

45

A

BC

D

1v

1 1 2

2 3

3 4

4 5

5 6

6 7

7

v v v

v v

v v

v v

v v

v v

v

1 2 21

2 3 4 5 6 21

A

F

v v r

r

E

6

7F

CH Velocity:

Relative Velocity of CH to Wrist:

Page 26: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

26

1

2 3

45

A

BC

D

1v

E

6

7F

1 2 3 4 5 6 21

3 4 5 6 32

4 5 6 43

5 6 54

6 65

76

7

F

F

F

F

F

F

v r

r

r

r

r

r

v

2 21

3 32 21

4 43 32 21

5 54 43 32 21

6 65 54 43 32 21

76 65 54 43 32 21

7

F

r

r r

r r r

r r r r

r r r r r

r r r r r r

v

1

2 3

45

A

BC

D

1v

E

6

7F

Segment Perspective:

Joint Perspective:

Page 27: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

27

1

2 3

45

A

B

CD

1v 1 2 21

3 31

4 41

5 51

6 61

71

7

F

v r

r

r

r

r

r

v

Wrist (2 + 1 DOFs)

Elbow (1)

Shoulder Joint (3)

Mid-Shoulder (1)

L4/L5 (3)E

6

7F

Pelvis Rotation (3)

Mid-Hip Translation

Decomposition of CH Velocity

1 2 3 4 5 6 7 v v v v v v v Max contributionContribution at BIContribution

1 2 3 4 5 6 7 dt dt dt dt dt dt dtv v v v v v v

Time Function:

Page 28: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

28

Normal Velocity Contribution

0 10 20 30 40 50 60 70 80 90 100

-10

-8

-6

-4

-2

0

2

4

6

8

10

CH

Wrist

Pr/Sup

SJ

Pelvis

Normalized Time (%)

(BH

/s) Up

Down

Page 29: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

29

Radial Velocity Contribution

0 10 20 30 40 50 60 70 80 90 100

-2

-1.5

-1

-0.5

0

0.5

1

1.5

CHWristPr/SupSJTrunkPelvis

Normalized Time (%)

(BH

/s)

Away

Toward

Page 30: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

30

Golf Performance Factors

Goal:• Accuracy & consistency in

distance & direction• Maximization of the distance

Impact Conditions:• Motion of the clubhead (velocity)• Orientation of the clubface at impact• Location of impact on the clubface• Distance: function of the CH velocity

at impact

Page 31: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

31

Motion Planes

Page 32: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

32

X-Factor Studies

Study Methods Results

Cheetham et al. (2000)

10 skilled9 less skilled ( 15)

Skilled > less skilled (max)

Zheng et al. (2007)

18 professional (0)18 low HC (3.22)18 mid HC (12.5)18 high HC (21.3)

Pro > high (TB)

Myers et al. (2007)

21 low ball velocity (15.1)65 medium ball velocity (7.8)14 high ball velocity (1.8)

Low, med. < high (TB)Low < med. < high (max)Correlation (TB, max)

Lephart et al. (2007)

15 golfers (12.1)8-week golf-specific training

Pre < Post (shoulder rotation, x-factor)

Cole & Grimshaw (2009)

7 low HC ( 10)8 high HC (12-18)

None

Page 33: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

33

X-Factor Studies (cont.)

Study Methods Results

Chu et al. (2010)

266 males & 42 females (8.4) Multiple regression (TB)

Joyce et al. (2010)

Method studyOrientation angle approach

Comparison among rotation sequences

Meister et al. (2011)

10 professional (scratch or better)5 amateur (4, 15, 30, two novice) 3 effort levels (easy, medium, & hard)

Within subject correlation (professional; max, impact)

Issues:• Heterogenous samples• No direct relationship between CH velocity and X-

factor• Influence of the planar swing model / stretch-

shorting cycle• No normalization of the CH velocity to body size

Page 34: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

34

Maximum(BH/s)

At Impact(BH/s)

Change(BH/s)

Clubhead 25.21 ± 1.82 24.86 ± 1.85(r = 0.997*) -0.35 ± 0.15

Wrist 11.87 ± 2.08(r = 0.724*)

10.32 ± 2.16(r = 0.633*) -1.55 ± 1.05

Pr/Sup 4.17 ± 2.23 4.14 ± 2.24 -0.03 ± 0.08

Elbow 1.94 ± 1.10 0.75 ± 1.93 -1.19 ± 1.20(r = 0.501*)

SJ 4.82 ± 0.63 2.71 ± 2.24 -2.11 ± 2.14

Trunk 3.95 ± 0.67 3.25 ± 1.30 -0.70 ± 0.88

Pelvis 4.67 ± 0.84(r = 0.539*) 3.97 ± 0.94 -0.70 ± 0.58

M Hip0.35 ± 0.15

(r = -0.402; p = 0.10)

-0.04 ± 0.15 -0.39 ± 0.23(r = -0.475*)

Correlation: vs. Max Clubhead Velocity

Page 35: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

35

TB-ED(BH)

TB-MD(BH)

TB-BI(BH)

Clubhead 0.75 ± 0.10 1.60 ± 0.13 2.41 ± 0.36

Wrist 0.02 ± 0.09 0.34 ± 0.10 0.73 ± 0.17

SJ 0.12 ± 0.06 0.31 ± 0.08 0.41 ± 0.11

Trunk 0.24 ± 0.06 0.36 ± 0.08 0.46 ± 0.08

Pelvis 0.28 ± 0.08(r = 0.544*)

0.47 ± 0.11(r = 0.420; p =

0.08)

0.62 ± 0.14(r = 0.468*)

Correlation: vs. Max Clubhead Velocity

Page 36: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

36

X-Factor Parameters

Maximum(deg)

At BI(deg)

Change(deg)

X-Factor 58.2 ± 8.9 10.7 ± 8.5 -47.5 ± 8.5

Hip LineAngle 38.4 ± 7.9 -38.7 ± 9.8

(r = -0.486*)

-77.1 ± 13.4(r = -0.461; p =

.05)

Shoulder Line

Angle

95.1 9.4(r = 0.415; p =

0.08)

-28.0 ± 8.8(r = -0.400; p =

0.10)

-123.1 ± 13.0(r = -0.568*)

Correlation: vs. Max Clubhead Velocity (BH/s)

Page 37: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

37

Velocity Contribution

CH Wrist Pr/SupElbow SJ Trunk Pelvis M Hip-5

0

5

10

15

20

25

30

MaxImpactChange

Joint/Segment

(BH

/s)

r = 0.997*

r = 0.724*r = 0.633*

r = 0.539*

r = 0.501*r = -0.475*

(*p < 0.05)vs. Max CH Velocity

Page 38: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

38

Pelvis Max

Elbow Max

Wrist Max Pr/Sup Max

MH -0.471

Pelvis -0.553 0.607

Trunk -0.536

El/Depr -0.476

Elbow 0.503 -0.631

Inter-Joint/Segment Correlations (p < 0.05)

Pelvis Max

SJ Max Wrist Max Pr/Sup Max

MH Max 0.470

El/Depr Max

0.497

Elbow Max

0.493

Wrist Max -0.674

Page 39: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

39

Accumulated Contribution

0 10 20 30 40 50 60 70 80 90 1000

0.5

1

1.5

2

2.5

3

CH

Wrist

SJ

Trunk

Pelvis

Normalized Time (%)

(BH

) 29.9%

17.1%

19.3%

25.6%

100%

Page 40: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

40

Trajectory Contribution

CH Wrist SJ Trunk Pelvis0

0.5

1

1.5

2

2.5

3

TB-EDTB-MDTB-BI

Joint/Segment

(BH

)

r = 0.544*

(*p < 0.05)

r = 0.468*

vs. Max CH Velocity

Page 41: Young-Hoo Kwon, Chris Como, Ki Hoon Han, Sangwoo Lee, & Kunal Singhal Biomechanics Laboratory, Texas Woman’s University, Denton, TX 6 th World Scientific.

41

0 10 20 30 40 50 60 70 80 90 100

-300-200-100

0100200300400500

P: P/A TiltP: R/L TiltP: L/R RotT: R/L Lat FlT: L/R RotS: Fl/ExtS: Abd/AddS: E/I RotE: Fl/Ext

Normalized Time (%)

(de

g/s

)

0 10 20 30 40 50 60 70 80 90 100

-1500-1000

-5000

500100015002000

F: Sup/PrW: Fl/ExtW: R/U Dev

Normalized Time (%)

(de

g/s

)