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Biomechanics and Medicine in Swimming XI

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ω y (deg/s) ω x (deg/s)<br />

t glide25<br />

Parameter selection for a backstroke trial<br />

t stroke25<br />

t pp<br />

pω x<br />

t turn<br />

pω y<br />

t glide50<br />

t stroke50<br />

time (s)<br />

time (s)<br />

Figure 2: parameter selection for backstroke us<strong>in</strong>g its most descriptive<br />

angular velocities, ω x <strong>and</strong> ω y . The same parameter selection can be adopted<br />

for the further axis <strong>and</strong> for the other swimm<strong>in</strong>g styles. Apart from<br />

the start<strong>in</strong>g phase, it is possible to easily recognise the underwater glid<strong>in</strong>g<br />

<strong>and</strong> the stroke phase of the first 25m lap, the turn<strong>in</strong>g phase <strong>and</strong> the<br />

f<strong>in</strong>al lap with the relevant glid<strong>in</strong>g <strong>and</strong> stroke phases. Local peaks for<br />

each angular velocity, pω x <strong>and</strong> pω y , dur<strong>in</strong>g the turn<strong>in</strong>g phase were also<br />

highlighted, together with the t turn <strong>and</strong> t pp durations.<br />

ω z (deg/s) ω y (deg/s)<br />

t glide25<br />

Parameter selection for a butterfly trial<br />

t stroke25<br />

pω y<br />

pω z<br />

t turn<br />

t glide50<br />

t stroke50<br />

time (s)<br />

time (s)<br />

Figure 3: parameter selection for a butterfly trial us<strong>in</strong>g its most descriptive<br />

angular velocities, ω y <strong>and</strong> ω z . It is possible to outl<strong>in</strong>e several differences<br />

from the previous style, particularly <strong>in</strong> the stroke phase <strong>and</strong> <strong>in</strong> the<br />

turn<strong>in</strong>g phase, where the negative ω z peak specifically characterizes the<br />

open-turn technique executed by the butterfly swimmer.<br />

Start<strong>in</strong>g from the sensor output, the follow<strong>in</strong>g further parameters were<br />

def<strong>in</strong>ed. Accord<strong>in</strong>g to the literature, the stroke rate is def<strong>in</strong>ed for each<br />

lap (sr25 <strong>and</strong> sr50 ) as number of stroke cycles per m<strong>in</strong>ute. Furthermore,<br />

aim<strong>in</strong>g at outl<strong>in</strong><strong>in</strong>g the strategy undertaken by the swimmer <strong>in</strong> choos<strong>in</strong>g<br />

the duration of both glid<strong>in</strong>g <strong>and</strong> stroke phases for the two laps, the<br />

tglide<br />

synthetic <strong>in</strong>dices r25 <strong>and</strong> r50 were def<strong>in</strong>ed as follows: r = . An r <strong>in</strong>dex<br />

tstroke<br />

near 1 <strong>in</strong>dicates that the two phases have a similar duration (e.g. for<br />

backstroke), whereas values less than 0.5 are expected for breaststroke<br />

swimmers.<br />

chaPter2.<strong>Biomechanics</strong><br />

results<br />

Each swimmer completed the execution without problems <strong>and</strong> did not<br />

experience any difficulty <strong>in</strong> us<strong>in</strong>g the <strong>in</strong>strumental apparatus. Results for<br />

the eight swimmers are listed <strong>in</strong> Table 1. Positive <strong>and</strong> negative pω values<br />

are accord<strong>in</strong>g to the convention <strong>in</strong> Fig. 1.<br />

<strong>Biomechanics</strong> <strong>and</strong> <strong>Medic<strong>in</strong>e</strong> <strong>in</strong> Swimm<strong>in</strong>g <strong>XI</strong> Chapter 2 <strong>Biomechanics</strong> b<br />

Table 1. Results obta<strong>in</strong>ed for the four swimm<strong>in</strong>g styles for each selected<br />

parameter.<br />

Table 1. Results obta<strong>in</strong>ed for the four swimm<strong>in</strong>g styles for each selected parameter.<br />

pωx<br />

(deg/s)<br />

pωy<br />

(deg/s)<br />

pωz<br />

(deg/s)<br />

tpp<br />

(s)<br />

tturn<br />

(s)<br />

sr25<br />

(cycle/m<strong>in</strong>)<br />

r25<br />

sr50<br />

(cycle/m<strong>in</strong>)<br />

r50<br />

tchr<br />

(s)<br />

Free<br />

M<br />

F<br />

-241<br />

-310<br />

565<br />

324<br />

-111<br />

-69<br />

0.95<br />

0.92<br />

1.35<br />

1.48<br />

60.08<br />

55.17<br />

0.36<br />

0.44<br />

55.65<br />

51.60<br />

0.12<br />

0.11<br />

25.7<br />

27.8<br />

Back<br />

M<br />

F<br />

-352<br />

354<br />

344<br />

321<br />

-18<br />

-47<br />

1.02<br />

1.16<br />

2.15<br />

2.36<br />

67.67<br />

46.81<br />

0.99<br />

0.70<br />

56.07<br />

44.44<br />

0.65<br />

0.56<br />

26.7<br />

32.0<br />

Breast<br />

M<br />

F<br />

-205<br />

-140<br />

-379<br />

-296<br />

-330<br />

-128<br />

0.46<br />

0.42<br />

1.16<br />

1.26<br />

61.71<br />

52.82<br />

0.36<br />

0.29<br />

57.24<br />

44.02<br />

0.16<br />

0.26<br />

29.8<br />

35.8<br />

Fly<br />

M<br />

F<br />

-230<br />

-119<br />

-321<br />

-265<br />

-260<br />

-238<br />

0.54<br />

0.66<br />

1.24<br />

1.14<br />

60.26<br />

61.46<br />

0.41<br />

0.51<br />

59.29<br />

57.04<br />

0.28<br />

0.17<br />

25.6<br />

29.5<br />

DISCUSSION<br />

dIscussIon<br />

The present study verified the feasibility to use wearable <strong>in</strong>ertial sensor devices to<br />

characterise turn<strong>in</strong>g, glid<strong>in</strong>g <strong>and</strong> stroke resumption <strong>in</strong> swimm<strong>in</strong>g. The novelty of the<br />

approach is constituted by the use of gyroscopes to measure angular velocities <strong>and</strong> by<br />

the consequent easy description of swimm<strong>in</strong>g rotational movements. If used <strong>in</strong><br />

conjunction with the available measured l<strong>in</strong>ear accelerations, several biomechanical<br />

parameters can be extracted that <strong>in</strong>crease the knowledge about each swimm<strong>in</strong>g style<br />

<strong>and</strong>/or about the strategy adopted by each swimmer.<br />

Several quantitative parameters were selected from the sensor device output: the choice<br />

reflected the need to characterise each swimm<strong>in</strong>g style <strong>and</strong> offer possible parameters to<br />

describe the way each athlete executes his/her swimm<strong>in</strong>g exercise.<br />

Highest pωy were found for freestyle <strong>in</strong> both genders. This circumstance is directly<br />

related to the well-known highest velocities usually obta<strong>in</strong>ed <strong>in</strong> this swimm<strong>in</strong>g style at<br />

the end of the 25m lap. This parameter was higher for males than for females, as it<br />

happens usually for mean velocity, even if related differences are slighter than for l<strong>in</strong>ear<br />

velocity. In fact, the two parameters are l<strong>in</strong>ked by the equation - v = ω*R - be<strong>in</strong>g R the<br />

distance between the most external po<strong>in</strong>t <strong>and</strong> the rotational axis <strong>and</strong>, thus, related to the<br />

<strong>in</strong>dividual flexibility. Consider<strong>in</strong>g that females are usually more flexible than males,<br />

thus more able <strong>in</strong> reduc<strong>in</strong>g R, it is possible to argue that a higher R for female<br />

compensates the higher mean velocity usually obta<strong>in</strong>ed by male swimmers. The sign of<br />

the rotation depends upon the style turn<strong>in</strong>g technique: freestyle <strong>and</strong> backstroke use a<br />

ecutes flip-turn his/her technique, swimm<strong>in</strong>g thus <strong>in</strong>volv<strong>in</strong>g exercise. a positive rotation about the y axis, vice-versa<br />

breaststroke <strong>and</strong> butterfly use an open-turn that <strong>in</strong>volves a negative rotation about the<br />

same axis correspond<strong>in</strong>g to the recall of the leg before the push-off.<br />

Further peak angular velocities, pωx <strong>and</strong> pωz, characterised differently the other<br />

swimm<strong>in</strong>g styles. Highest pωx were found for the backstroke flip-turn that is first<br />

characterised by a sudden rotation about the cranio-caudal axis, consistently with its<br />

theoretical execution. For all styles, the negative peak <strong>in</strong>dicated that every athlete<br />

carried out the rotation lead<strong>in</strong>g the right arm, thus execut<strong>in</strong>g a clockwise rotation about<br />

the cranio-caudal axis. This is, <strong>in</strong> fact, a choice dependent upon the s<strong>in</strong>gle swimmer.<br />

Highest pωz, conversely, were found for both breaststroke <strong>and</strong> butterfly. This<br />

circumstance is consistent with the open-turn technique used for these two styles: after<br />

the feet contact on the pool wall, the swimmer suddenly turns the upper body lead<strong>in</strong>g<br />

the rotation us<strong>in</strong>g the right arm, thus generat<strong>in</strong>g a clockwise rotation about the z axis<br />

(negative pωz peak).<br />

The present study verified the feasibility to use wearable <strong>in</strong>ertial sensor<br />

devices to characterise turn<strong>in</strong>g, glid<strong>in</strong>g <strong>and</strong> stroke resumption <strong>in</strong><br />

swimm<strong>in</strong>g. The novelty of the approach is constituted by the use of<br />

gyroscopes to measure angular velocities <strong>and</strong> by the consequent easy<br />

description of swimm<strong>in</strong>g rotational movements. If used <strong>in</strong> conjunction<br />

with the available measured l<strong>in</strong>ear accelerations, several biomechanical<br />

parameters can be extracted that <strong>in</strong>crease the knowledge about each<br />

swimm<strong>in</strong>g style <strong>and</strong>/or about the strategy adopted by each swimmer.<br />

Several quantitative parameters were selected from the sensor device<br />

output: the choice reflected the need to characterise each swimm<strong>in</strong>g<br />

style <strong>and</strong> offer possible parameters to describe the way each athlete ex-<br />

Highest pωy were found for freestyle <strong>in</strong> both genders. This circumstance<br />

is directly related to the well-known highest velocities usually obta<strong>in</strong>ed<br />

<strong>in</strong> this swimm<strong>in</strong>g style at the end of the 25m lap. This parameter<br />

was higher for males than for females, as it happens usually for mean velocity,<br />

even if related differences are slighter than for l<strong>in</strong>ear velocity. In fact, the<br />

two parameters are l<strong>in</strong>ked by the equation - v = ω*R - be<strong>in</strong>g R the distance<br />

between the most external po<strong>in</strong>t <strong>and</strong> the rotational axis <strong>and</strong>, thus, related<br />

to the <strong>in</strong>dividual flexibility. Consider<strong>in</strong>g that females are usually more flexible<br />

than males, thus more able <strong>in</strong> reduc<strong>in</strong>g R, it is possible to argue that<br />

a higher R for female compensates the higher mean velocity usually obta<strong>in</strong>ed<br />

by male swimmers. The sign of the rotation depends upon the style<br />

turn<strong>in</strong>g technique: freestyle <strong>and</strong> backstroke use a flip-turn technique, thus<br />

<strong>in</strong>volv<strong>in</strong>g a positive rotation about the y axis, vice-versa breaststroke <strong>and</strong><br />

butterfly use an open-turn that <strong>in</strong>volves a negative rotation about the same<br />

axis correspond<strong>in</strong>g to the recall of the leg before the push-off.<br />

Further peak angular velocities, pωx <strong>and</strong> pωz , characterised differently<br />

the other swimm<strong>in</strong>g styles. Highest pωx were found for the backstroke<br />

flip-turn that is first characterised by a sudden rotation about<br />

the cranio-caudal axis, consistently with its theoretical execution. For all<br />

styles, the negative peak <strong>in</strong>dicated that every athlete carried out the rotation<br />

lead<strong>in</strong>g the right arm, thus execut<strong>in</strong>g a clockwise rotation about the<br />

cranio-caudal axis. This is, <strong>in</strong> fact, a choice dependent upon the s<strong>in</strong>gle<br />

swimmer. Highest pωz, conversely, were found for both breaststroke <strong>and</strong><br />

butterfly. This circumstance is consistent with the open-turn technique<br />

used for these two styles: after the feet contact on the pool wall, the<br />

swimmer suddenly turns the upper body lead<strong>in</strong>g the rotation us<strong>in</strong>g the<br />

right arm, thus generat<strong>in</strong>g a clockwise rotation about the z axis (negative<br />

pωz peak).<br />

Still focus<strong>in</strong>g on the turn<strong>in</strong>g phase, tpp <strong>and</strong> tturn were higher for backstroke,<br />

consistently with the backstroke turn<strong>in</strong>g technique that <strong>in</strong>cludes<br />

a rotation (positive if clockwise, negative if counter-clockwise) about<br />

the X-axis before the execution of the rotation about the Y-axis. Also, tpp value <strong>in</strong>dicates that flip-turns are characterised by two dist<strong>in</strong>ct rotations<br />

(about y <strong>and</strong> x axes), while open-turns are complex movements <strong>in</strong> which<br />

rotations follow each other <strong>in</strong> a faster way.<br />

165<br />

179

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