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ARUP; ISBN: 978-0-9562121-5-3 - CMBBE 2012 - Cardiff University

ARUP; ISBN: 978-0-9562121-5-3 - CMBBE 2012 - Cardiff University

ARUP; ISBN: 978-0-9562121-5-3 - CMBBE 2012 - Cardiff University

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The relation between the time-derivative of these angles and the angular velocity for any<br />

instant can be obtained,<br />

where, i, i, i<br />

T<br />

i E <br />

i i i i<br />

(2)<br />

<br />

<br />

are the time derivatives of i, i, i,<br />

and E i is a 3×3 matrix that<br />

depends on i, i, i.<br />

Analogically, the relation between the angular acceleration vector<br />

and second derivative of the rotation angles can be obtained. It can be shown that it has the<br />

form,<br />

<br />

i Ei i i T <br />

i Bi<br />

(3)<br />

are the second order time derivatives of i, i, i.<br />

Also, i B is a vector<br />

. It can be shown that,<br />

where i, i, i<br />

that depends on i, i, iand<br />

i, i, i<br />

ci sici cisi<br />

<br />

i i<br />

<br />

<br />

Bi<br />

<br />

<br />

si sisi cic <br />

i ii 0 ci<br />

0 <br />

<br />

<br />

i i<br />

Once the first and second time derivatives of , , <br />

i i i have been obtained, their value for<br />

the next point can be estimated from direct integration. For the time instant i,<br />

2<br />

1<br />

i1 i iTi, i1 i<br />

Ti,<br />

i1<br />

(5)<br />

2<br />

and similarly for and , where for the first point of the trajectory (i = 1) the local<br />

reference system was assumed to have the same orientation as the global one, hence<br />

1, 1, 1<br />

equal to zero. Starting from this value, their values for all the points in the<br />

trajectory can be estimated. For a given instant, the position of each marker can be<br />

determined in the local reference frame by the relation,<br />

<br />

r ( R ) ( r r )<br />

L G T G G<br />

Om , L Gm , GO ,<br />

c<br />

where rab ,<br />

is the position vector from point (a) to point (b), expressed in the (c) reference<br />

frame. (O) represents the origin of the reference frame, and (m) can be any body landmark.<br />

As landmarks are subject to errors due to the camera system (stereo-photogrammetric<br />

device) and soft tissue artifact, their position in this local frame is not constant. The mean<br />

of the values calculated over all the trajectory was assumed to represent the rigid body<br />

L<br />

model ( r ) Om ,<br />

<br />

. Finally, the trajectory of these landmarks can be reconstructed in the global<br />

reference frame by,<br />

(4)<br />

(6)

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