Biomedical Engineering Reference
In-Depth Information
¼
X
u
i
þ
X
n
m
o
u
h
ð
x
I
Þ
on
o
u
i
ð
x
I
Þ
on
ow
i
ð
x
I
Þ
on
z
i
|{z}
0
¼ u
ð
x
I
Þ
;
n
u
s
ð
4
:
128
Þ
i¼1
i¼1
Thus, with respect to a generic variable n, the first order partial derivatives of
interpolated field function can be determined by,
;
n
¼
r
ð
x
I
Þ
T
M
1
T
;
n
u
ð
x
I
Þ
T
w
ð
x
I
Þ
T
p
ð
x
I
Þ
T
ð
4
:
129
Þ
and considering Eq. (
4.127
),
M
1
T
;
n
¼
r
ð
x
I
Þ
T
;
n
M
1
M
1
T
;
n
|{z}
0
ð
4
:
130
Þ
r
ð
x
I
Þ
T
p
ð
x
I
Þ
T
p
ð
x
I
Þ
T
þ
r
ð
x
I
Þ
T
p
ð
x
I
Þ
T
T
Equation (
4.129
) can be presented as,
n
o
¼
r
ð
x
I
Þ
;
n
n
o
M
1
T
u
ð
x
I
Þ
;
n
w
ð
x
I
Þ
;
n
p
ð
x
I
Þ
;
n
ð
4
:
131
Þ
The first order partial derivative of the RBF vector with respect to the same
generic variable n is defined as,
n
o
T
T
¼
o
r
1
ð
x
I
Þ
on
o
r
2
ð
x
I
Þ
on
o
r
n
ð
x
I
Þ
on
r
ð
x
I
Þ
;
n
¼
r
1
ð
x
I
Þ
;
n
r
2
ð
x
I
Þ
;
n
... r
n
ð
x
I
Þ
;
n
ð
4
:
132
Þ
Being for the MQ-RBF,
p
1
o
r
i
ð
x
I
Þ
on
Þ
d
iI
þ
cd
ð
2
¼
2p n
i
n
I
ð
ð
4
:
133
Þ
For the same generic variable n, the first order partial derivative of the poly-
nomial basis vector is obtained with,
n
o
T
T
¼
o
p
1
ð
x
I
Þ
on
o
p
2
ð
x
I
Þ
on
o
p
n
ð
x
I
Þ
on
p
ð
x
I
Þ
;
n
¼
p
1
ð
x
I
Þ
;
n
p
2
ð
x
I
Þ
;
n
... p
m
ð
x
I
Þ
;
n
ð
4
:
134
Þ
It is possible to obtain the second order partial derivative of the interpolated
field function, with respect to the generic variables n and g, with the following
expression,