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ym13n22
EMG analysis
Commits
8b08e9ab
Commit
8b08e9ab
authored
9 months ago
by
ym13n22
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integration/RP2040IMUEMG.py
+154
-0
154 additions, 0 deletions
integration/RP2040IMUEMG.py
integration/Window2.py
+662
-36
662 additions, 36 deletions
integration/Window2.py
with
816 additions
and
36 deletions
integration/RP2040IMUEMG.py
0 → 100644
+
154
−
0
View file @
8b08e9ab
from
vpython
import
*
import
numpy
as
np
from
time
import
*
import
math
import
serial
column_limit
=
10
# Adjusted to account for two EMG values plus the others
arduino
=
serial
.
Serial
(
'
COM8
'
,
115200
)
sleep
(
1
)
# Conversions
toRad
=
2
*
np
.
pi
/
360
toDeg
=
1
/
toRad
scene
.
range
=
5
scene
.
forward
=
vector
(
-
1
,
-
1
,
-
1
)
scene
.
width
=
600
scene
.
height
=
600
Xarrow
=
arrow
(
axis
=
vector
(
1
,
0
,
0
),
length
=
2
,
shaftwidth
=
.
1
,
color
=
color
.
red
)
Yarrow
=
arrow
(
axis
=
vector
(
0
,
1
,
0
),
length
=
2
,
shaftwidth
=
.
1
,
color
=
color
.
green
)
Zarrow
=
arrow
(
axis
=
vector
(
0
,
0
,
1
),
length
=
4
,
shaftwidth
=
.
1
,
color
=
color
.
blue
)
frontArrow
=
arrow
(
axis
=
vector
(
1
,
0
,
0
),
length
=
4
,
shaftwidth
=
.
1
,
color
=
color
.
purple
)
upArrow
=
arrow
(
axis
=
vector
(
0
,
1
,
0
),
length
=
1
,
shaftwidth
=
.
1
,
color
=
color
.
magenta
)
sideArrow
=
arrow
(
axis
=
vector
(
0
,
0
,
1
),
length
=
2
,
shaftwidth
=
.
1
,
color
=
color
.
orange
)
bBoard
=
box
(
length
=
3
,
width
=
4
,
height
=
.
2
,
color
=
color
.
white
,
opacity
=
0.8
,
pos
=
vector
(
0
,
0
,
0
))
bno
=
box
(
color
=
color
.
blue
,
length
=
1
,
width
=
.
75
,
height
=
0.1
,
pos
=
vector
(
-
0.5
,
0.1
+
0.05
,
0
))
nano
=
box
(
length
=
1.75
,
width
=
.
6
,
height
=
.
1
,
pos
=
vector
(
-
2
,
.
1
+
.
05
,
0
),
color
=
color
.
green
)
myObj
=
compound
([
bBoard
,
bno
,
nano
])
count
=
0
averageroll
=
0
averageyaw
=
0
averagepitch
=
0
averageemg1
=
0
averageemg2
=
0
# Motor positions
M1
=
90
M2
=
90
M3
=
45
M4
=
90
M5
=
90
M6
=
10
iterations
=
10
# EMG measurements to get average
while
True
:
# Replace with True to run forever
try
:
while
arduino
.
inWaiting
()
==
0
:
pass
dataPacket
=
arduino
.
readline
()
dataPacket
=
dataPacket
.
decode
()
cleandata
=
dataPacket
.
replace
(
"
\r\n
"
,
""
)
row
=
cleandata
.
strip
().
split
(
'
,
'
)
if
len
(
row
)
==
column_limit
:
splitPacket
=
cleandata
.
split
(
'
,
'
)
emg1
=
float
(
splitPacket
[
0
])
# First EMG sensor data
emg2
=
float
(
splitPacket
[
1
])
# Second EMG sensor data
print
(
f
"
emg1:
{
emg1
}
, emg2:
{
emg2
}
"
)
q0
=
float
(
splitPacket
[
2
])
# qw
q1
=
float
(
splitPacket
[
3
])
# qx
q2
=
float
(
splitPacket
[
4
])
# qy
q3
=
float
(
splitPacket
[
5
])
# qz
# Calibration Statuses
aC
=
float
(
splitPacket
[
6
])
# Accelerometer
gC
=
float
(
splitPacket
[
7
])
# Gyroscope
mC
=
float
(
splitPacket
[
8
])
# Magnetometer
sC
=
float
(
splitPacket
[
9
])
# Whole System
roll
=
atan2
(
2
*
(
q0
*
q1
+
q2
*
q3
),
1
-
2
*
(
q1
*
q1
+
q2
*
q2
))
pitch
=
-
asin
(
2
*
(
q0
*
q2
-
q3
*
q1
))
yaw
=
-
atan2
(
2
*
(
q0
*
q3
+
q1
*
q2
),
1
-
2
*
(
q2
*
q2
+
q3
*
q3
))
k
=
vector
(
cos
(
yaw
)
*
cos
(
pitch
),
sin
(
pitch
),
sin
(
yaw
)
*
cos
(
pitch
))
# x vector
y
=
vector
(
0
,
1
,
0
)
# y vector: pointing down
s
=
cross
(
k
,
y
)
# this is pointing to the side
v
=
cross
(
s
,
k
)
# the up vector
vrot
=
v
*
cos
(
roll
)
+
cross
(
k
,
v
)
*
sin
(
roll
)
frontArrow
.
axis
=
k
sideArrow
.
axis
=
cross
(
k
,
vrot
)
upArrow
.
axis
=
vrot
myObj
.
axis
=
k
myObj
.
up
=
vrot
sideArrow
.
length
=
2
frontArrow
.
length
=
4
upArrow
.
length
=
1
averageroll
+=
roll
*
toDeg
averageyaw
+=
yaw
*
toDeg
averagepitch
+=
pitch
*
toDeg
averageemg1
+=
emg1
averageemg2
+=
emg2
if
count
==
iterations
:
count
=
0
averageroll
=
averageroll
/
iterations
averageyaw
=
averageyaw
/
iterations
averagepitch
=
averagepitch
/
iterations
averageemg1
=
averageemg1
/
iterations
averageemg2
=
averageemg2
/
iterations
averageroll
=
round
(
averageroll
)
averageyaw
=
round
(
averageyaw
)
averagepitch
=
round
(
averagepitch
)
if
0
<
averageyaw
<
180
:
M1
=
averageyaw
if
0
<
averageroll
<
180
:
M5
=
averageroll
if
averagepitch
<
(
-
20
):
M2
=
50
M3
=
0
M4
=
135
elif
(
-
20
)
<=
averagepitch
<=
0
:
M2
=
averagepitch
*
2
+
90
M3
=
0
M4
=
(
averagepitch
*
(
-
2.25
))
+
90
elif
0
<
averagepitch
<=
90
:
M2
=
90
M3
=
averagepitch
M4
=
90
-
averagepitch
elif
averagepitch
>
90
:
M2
=
90
M3
=
90
M4
=
0
if
averageemg1
>
7.1
or
averageemg2
>
7.1
:
M6
=
75
else
:
M6
=
10
data_to_send
=
[
M1
,
M2
,
M3
,
M4
,
M5
,
M6
]
averageyaw
=
0
averageroll
=
0
averagepitch
=
0
averageemg1
=
0
averageemg2
=
0
else
:
count
+=
1
except
Exception
as
e
:
print
(
f
"
Error:
{
e
}
"
)
pass
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integration/Window2.py
+
662
−
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