Compare commits

...

2 Commits

Author SHA1 Message Date
BlueOceanWave
051cc1d003 Merge branch 'main' of https://git.myitr.org/Jukebox/jukebox-software 2024-03-05 16:20:11 -06:00
BlueOceanWave
e1af00e1db Inverse kinematics complete 2024-03-05 16:20:05 -06:00
4 changed files with 567 additions and 9 deletions

326
inv_kin_testing.ipynb Normal file

File diff suppressed because one or more lines are too long

View File

@ -12,6 +12,8 @@ selenium
sacn
uptime
websockets
numpy
scipy
# Development
matplotlib

5
tempCodeRunnerFile.py Normal file
View File

@ -0,0 +1,5 @@
)
# rob.movej([*angles, *rob.getj()[4:]], acc=1, vel=1)
# angles = get_joints_from_xyz_abs(-0.3, -0.3, 0.5)
# rob.movej([*angles, *rob.getj()[4:]], acc=1, vel=1)

View File

@ -1,6 +1,8 @@
import urx
import math3d as m3d
from scipy.optimize import fsolve
import math
import numpy as np
import time
import os
import logging
@ -8,6 +10,9 @@ from urx.robotiq_two_finger_gripper import Robotiq_Two_Finger_Gripper
import sys
from util import fprint
rob = None
@ -45,7 +50,7 @@ def init(ip):
time.sleep(0.2)
fprint("UR5 ready.")
def set_pos_abs(x, y, z, xb, yb, zb):
def set_pos_abs(x, y, z, xb, yb, zb, threshold=None):
global rob
new_orientation = m3d.Transform()
new_orientation.orient.rotate_xb(xb) # Replace rx with the desired rotation around X-axis
@ -60,7 +65,7 @@ def set_pos_abs(x, y, z, xb, yb, zb):
new_trans.pos.y = y
new_trans.pos.z = z
#rob.speedj(0.2, 0.5, 99999)
rob.set_pose(new_trans, acc=2, vel=2, command="movej") # apply the new pose
rob.set_pose(new_trans, acc=2, vel=2, command="movej", threshold=threshold) # apply the new pose
def set_pos_rel_rot_abs(x, y, z, xb, yb, zb):
global rob
@ -80,21 +85,241 @@ def set_pos_rel_rot_abs(x, y, z, xb, yb, zb):
#rob.speedj(0.2, 0.5, 99999)
rob.set_pose(new_trans, acc=0.1, vel=0.4, command="movej") # apply the new pose
def set_pos_abs_rot_rel(x, y, z, xb, yb, zb):
global rob
new_orientation = m3d.Transform()
new_orientation.orient.rotate_xb(xb) # Replace rx with the desired rotation around X-axis
new_orientation.orient.rotate_yb(yb) # Replace ry with the desired rotation around Y-axis
new_orientation.orient.rotate_zb(zb) # Replace rz with the desired rotation around Z-axis
# Get the current pose
trans = rob.getl()
# Apply the new orientation while keeping the current position
new_trans = m3d.Transform(new_orientation.orient, m3d.Vector(trans[0:3]))
new_trans.pos.x = x
new_trans.pos.y = y
new_trans.pos.z = z
#rob.speedj(0.2, 0.5, 99999)
rob.set_pose(new_trans, acc=0.1, vel=0.4, command="movej") # apply the new pose
def is_safe_move(start_pose, end_pose, r=0.25):
start_x, start_y = (start_pose[0], start_pose[1])
end_x, end_y = (end_pose[0], end_pose[1])
try:
m = (end_y-start_y)/(end_x-start_x)
b = start_y - m*start_x
# print('m = y/x =', m)
# print('b =', b)
except:
m = (end_x-start_x)/(end_y-start_y)
b = start_x - m*start_y
# print('m = x/y =', m)
# print('b =', b)
return r**2 - b**2 + m**2 * r**2 < 0
def cartesian_to_polar(x, y):
r = np.sqrt(x**2 + y**2)
theta = np.arctan2(y, x)
return r, theta
def polar_to_cartesian(r, theta):
x = r * np.cos(theta)
y = r * np.sin(theta)
return x, y
def move_to_polar(start_pos, end_pos):
global rob
# Convert to polar coordinates
start_r, start_theta = cartesian_to_polar(start_pos[0], start_pos[1])
end_r, end_theta = cartesian_to_polar(end_pos[0], end_pos[1])
# Interpolate for xy (spiral arc)
n_points = 30
r_intermediate = np.linspace(start_r, end_r, n_points)
theta_intermediate = np.linspace(start_theta, end_theta, n_points)
# Interpolate for z (height)
start_z = start_pos[2]
end_z = end_pos[2]
z_intermediate = np.linspace(start_z, end_z, n_points)
# Interpolate for rz (keep tool rotation fixed relative to robot)
curr_rot = rob.getl()
theta_delta = theta_intermediate[1]-theta_intermediate[0]
rx_intermediate = [curr_rot[5] + theta_delta*i for i in range(n_points)]
# curr_rot = rob.getj()
# start_rz = curr_rot[5]
# rot = end_theta - start_theta
# end_base_joint = curr_rot[0]-start_theta + rot
# end_rz = curr_rot[0] + rot
# # rob.movel([*polar_to_cartesian(end_r, end_theta), *rob.getl()[2:]], acc=2, vel=2)
# print('start_theta = ', math.degrees(start_theta))
# print('end_theta = ', math.degrees(curr_rot[0]-start_theta+rot))
# print('start_rz =', math.degrees(start_rz))
# print('rot =', math.degrees(rot))
# print('end_rz =', math.degrees(end_rz))
# rz_intermediate = np.linspace(start_rz, end_rz, n_points)
# Convert back to cartesian coordinates
curr_pos = rob.getl()
intermediate_points = [[*polar_to_cartesian(r, theta), z, *curr_pos[3:]]
for r, theta, z, rx in zip(r_intermediate,
theta_intermediate,
z_intermediate,
rx_intermediate)]
# Move robot
rob.movels(intermediate_points, acc=2, vel=2, radius=0.1)
return rx_intermediate
def move_to_home():
global rob
# Home position in degrees
home_pos = [0.10421807948612624,
-2.206111555015423,
1.710679229503537,
-1.075834511928354,
-1.569301366430687,
1.675098295930943]
# Move robot
rob.movej(home_pos, acc=2, vel=2)
def normalize_degree(theta):
# Normalizes degree theta from -1.5pi to 1.5pi
multiplier = 1
normalized_theta = theta % (math.pi * multiplier)
# Maintain the negative sign if the original angle is negative
if theta < 0:
normalized_theta -= math.pi * multiplier
# Return angle
return normalized_theta
def get_joints_from_xyz_rel(x, y, z, initial_guess = (math.pi/2, math.pi/2, 0), limbs=(.422864, .359041, .092124)):
# Get polar coordinates of x,y pair
r, theta = cartesian_to_polar(x, y)
# Get length of each limb
l1, l2, l3 = limbs
# Formulas to find out joint positions for (r, z)
def inv_kin_r_z(p):
a, b, c = p
return (l1*math.cos(a) + l2*math.cos(a-b) + l3*math.cos(a-b-c) - r, # r
l1*math.sin(a) + l2*math.sin(a-b) - l3*math.sin(a-b-c) - z, # z
a-b-c) # wrist angle
# Normalize angles
base, shoulder, elbow, wrist = [normalize_degree(deg) for deg in [theta, *fsolve(inv_kin_r_z, initial_guess)]]
# Return result
return base, shoulder, elbow, wrist
def get_joints_from_xyz_abs(x, y, z):
joints = get_joints_from_xyz_rel(x, y, z)
# Joint offsets
# Base, Shoulder, Elbow, Wrist
inverse = [1, -1, 1, 1]
offsets = [0, 0, 0, -math.pi/2]
# Return adjusted joint positions
return [o+j*i for j, o, i in zip(joints, offsets, inverse)]
if __name__ == "__main__":
#rob.movej((0, 0, 0, 0, 0, 0), 0.1, 0.2)
#rob.movel((x, y, z, rx, ry, rz), a, v)
init("192.168.1.145")
fprint("Current tool pose is: ", rob.getl())
#set_pos_rel_rot_abs(0, 0, -0.2, math.pi, 0, -math.pi)
set_pos_abs(0.3, -0.2, 0.5, math.pi, 0, -math.pi)
set_pos_abs(0, 0.2, 0.6, math.pi, 0, -math.pi)
set_pos_abs(-0.5, -0.2, 0.4, math.pi, 0, -math.pi)
#set_pos_rel_rot_abs(0, 0, 0, math.pi, 0, -math.pi)
fprint("Current tool pose is: ", rob.getl())
print("Current tool pose is: ", rob.getl())
move_to_home()
home_pose = [-0.4999999077032916,
-0.2000072960336574,
0.40002172976662786,
0,
-3.14152741295329,
0]
# time.sleep(.5)
p1 = [0,
0.6,
.4,
0.2226,
3.1126,
0.0510]
p2 = [0.171,
-0.115,
0.2,
0.2226,
3.1126,
0.0510]
curr_pos = rob.getl()
# up/down,
# tool rotation
# tool angle (shouldn't need)
# rob.set_pos(p1[0:3], acc=0.5, vel=0.5)
# set_pos_abs(*home_pose)
angles = get_joints_from_xyz_abs(0.3, 0.3, 0.3)
rob.movej([*angles, *rob.getj()[4:]], acc=1, vel=1)
angles = get_joints_from_xyz_abs(-0.3, -0.3, 0.7)
rob.movej([*angles, *rob.getj()[4:]], acc=1, vel=1)
angles = get_joints_from_xyz_abs(-0.3, 0.4, 0.2)
rob.movej([*angles, *rob.getj()[4:]], acc=1, vel=1)
# set_pos_abs(*p1)
# move = move_to_polar(p1, p2)
# for p in move:
# print(math.degrees(p))
# print("Safe? :", is_safe_move(p1, p2))
# #set_pos_rel_rot_abs(0, 0, -0.2, math.pi, 0, -math.pi)
# set_pos_abs(0.3, -0.2, 0.5, math.pi, 0, -math.pi)
# set_pos_abs(0, 0.2, 0.6, math.pi, 0, -math.pi)
# set_pos_abs(-0.5, -0.2, 0.4, math.pi, 0, -math.pi)
# #set_pos_rel_rot_abs(0, 0, 0, math.pi, 0, -math.pi)
# print("Current tool pose is: ", rob.getl())
# print("getj(): ", rob.getj())
# move_to_home()
rob.stop()
os.kill(os.getpid(), 9) # dirty kill of self
sys.exit(0)