Biomedical Engineering Reference
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since b ð x I Þ does not depend on x i ,
X
!
n
b ð x I Þ ¼ X
n
W ð x i x I Þ p ð x i Þ p ð x i Þ T
W ð x i x I Þ p ð x i Þ T u i
ð 4 : 18 Þ
i¼1
i¼1
Leading to the following linear system of equations,
A ð x I Þ b ð x I Þ ¼B ð x I Þ u s
ð 4 : 19 Þ
being u s the vector with the field function nodal parameters for each node inside
the support-domain of the MLS shape function,
u s ¼ f u 1
u 2
... u n g
ð 4 : 20 Þ
The weighted moment matrix A ð x I Þ can be defined as,
A ð x I Þ ¼ X
n
W ð x i x I Þ p ð x i Þ p ð x i Þ T
ð 4 : 21 Þ
i¼1
Considering the three-dimensional space, x ¼ f x ; y ; z g , and using a linear
polynomial basis, p ð x Þ T ¼ f 1
xyz g with m ¼ 4, the moment matrix A ð x I Þ
can be explicitly defined as,
2
4
3
5
1
x i
y i
z i
A ð x I Þ ¼ X
n
W ð x i x I Þ
1
x i
y i
z i
½
i¼1
2
4
3
5
2
4
3
5
1
x 1
y 1
z 1
1
x n
y n
z n
x 1
x n
x 1
x 1 y 1
x 1 z 1
x n
x n y n
x n z n
¼ W ð x 1 x I Þ
þþ W ð x n x 1 Þ
y 1
y n
y 1
y 1 x 1
y 1 z 1
y n
y n x n
y n z n
z 1
z 1 x 1
z 1 y 1
z 1
z n
z n x n
z n y n
z n
ð 4 : 22 Þ
The weighted polynomial matrix, B ð x I Þ , can be defined as,
B ð x I Þ ¼½W ð x 1 x I Þ p ð x 1 Þ
W ð x 2 x I Þ p ð x 2 Þ W ð x n x I Þ p ð x n Þ ð 4 : 23 Þ
Therefore, considering the same previous spatial conditions and polynomial
basis, it is possible to defined B ð x I Þ explicitly as,
2
4
2
4
3
5
2
4
3
5
2
4
3
5
3
5
1
x 1
y 1
z 1
1
x 2
y 2
z 2
1
x n
y n
z n
B ð x I Þ ¼ W ð x 1 x I Þ
W ð x 2 x I Þ
... W ð x n x I Þ
ð 4 : 24 Þ
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