Update simulation.py
update simulation script. No need to comment out stuff anymore. Set simulation mode and model type at the top of the scriptmaster
parent
ea7296ced1
commit
9454e521e1
|
@ -8,61 +8,82 @@ from time import time
|
|||
|
||||
if __name__ == '__main__':
|
||||
|
||||
# Select Simulation Mode | 'Race' or 'Q'
|
||||
sim_mode = 'Race'
|
||||
# Select Model Type | 'Simple' or 'Extended'
|
||||
model_type = 'Simple'
|
||||
|
||||
# Create Map
|
||||
map = Map(file_path='map_race.png', origin=[-1, -2], resolution=0.005)
|
||||
#map = Map(file_path='map_floor2.png')
|
||||
if sim_mode == 'Race':
|
||||
map = Map(file_path='map_race.png', origin=[-1, -2], resolution=0.005)
|
||||
# Specify waypoints
|
||||
wp_x = [-0.75, -0.25, -0.25, 0.25, 0.25, 1.25, 1.25, 0.75, 0.75, 1.25,
|
||||
1.25, -0.75, -0.75, -0.25]
|
||||
wp_y = [-1.5, -1.5, -0.5, -0.5, -1.5, -1.5, -1, -1, -0.5, -0.5, 0, 0,
|
||||
-1.5, -1.5]
|
||||
# Specify path resolution
|
||||
path_resolution = 0.05 # m / wp
|
||||
elif sim_mode == 'Q':
|
||||
map = Map(file_path='map_floor2.png')
|
||||
wp_x = [-9.169, 11.9, 7.3, -6.95]
|
||||
wp_y = [-15.678, 10.9, 14.5, -3.31]
|
||||
# Specify path resolution
|
||||
path_resolution = 0.20 # m / wp
|
||||
else:
|
||||
print('Invalid Simulation Mode!')
|
||||
map, wp_x, wp_y, path_resolution = None, None, None, None
|
||||
exit(1)
|
||||
|
||||
# Specify waypoints
|
||||
wp_x = [-0.75, -0.25, -0.25, 0.25, 0.25, 1.25, 1.25, 0.75, 0.75, 1.25,
|
||||
1.25, -0.75, -0.75, -0.25]
|
||||
wp_y = [-1.5, -1.5, -0.5, -0.5, -1.5, -1.5, -1, -1, -0.5, -0.5, 0, 0, -1.5,
|
||||
-1.5]
|
||||
#wp_x = [-9.169, 11.9, 7.3, -6.95]
|
||||
#wp_y = [-15.678, 10.9, 14.5, -3.31]
|
||||
|
||||
# Specify path resolution
|
||||
path_resolution = 0.05 # m / wp
|
||||
|
||||
# Smooth Path
|
||||
# Create smoothed reference path
|
||||
reference_path = ReferencePath(map, wp_x, wp_y, path_resolution,
|
||||
smoothing_distance=5)
|
||||
rx = [wp.x for wp in reference_path.waypoints]
|
||||
ry = [wp.y for wp in reference_path.waypoints]
|
||||
|
||||
################
|
||||
# Motion Model #
|
||||
################
|
||||
|
||||
# initial state
|
||||
# Initial state
|
||||
e_y_0 = 0.0
|
||||
e_psi_0 = 0.0
|
||||
v_x_0 = 0.3
|
||||
v_x_0 = 0.1
|
||||
v_y_0 = 0
|
||||
omega_0 = 0
|
||||
t_0 = 0
|
||||
|
||||
# initialize car
|
||||
car = SimpleBicycleModel(reference_path=reference_path,
|
||||
if model_type == 'Extended':
|
||||
car = ExtendedBicycleModel(reference_path=reference_path,
|
||||
e_y=e_y_0, e_psi=e_psi_0, v_x=v_x_0, v_y=v_y_0,
|
||||
omega=omega_0, t=t_0)
|
||||
elif model_type == 'Simple':
|
||||
car = SimpleBicycleModel(reference_path=reference_path,
|
||||
e_y=e_y_0, e_psi=e_psi_0, v=v_x_0)
|
||||
#car = ExtendedBicycleModel(reference_path=reference_path,
|
||||
# e_y=e_y_0, e_psi=e_psi_0, v_x=v_x_0, v_y=v_y_0,
|
||||
# omega=omega_0, t=t_0)
|
||||
else:
|
||||
car = None
|
||||
print('Invalid Model Type!')
|
||||
exit(1)
|
||||
|
||||
##############
|
||||
# Controller #
|
||||
##############
|
||||
|
||||
# path tracker
|
||||
T = 10
|
||||
Q = np.diag([0.1, 0.001, 0.1])
|
||||
Qf = Q
|
||||
#Q = np.diag([1, 0, 0, 0, 0, 0])
|
||||
#Qf = Q
|
||||
R = np.diag([0, 0])
|
||||
StateConstraints = {'e_y': (-0.1, 0.1), 'v': (0, 4)}
|
||||
if model_type == 'Extended':
|
||||
Q = np.diag([1, 0, 0, 0, 0, 0])
|
||||
Qf = Q
|
||||
R = np.diag([0, 0])
|
||||
Reference = {'e_y': 0, 'e_psi': 0, 'v_x': 1.0, 'v_y': 0, 'omega': 0, 't':0}
|
||||
elif model_type == 'Simple':
|
||||
Reference = {'e_y': 0, 'e_psi': 0, 'v': 4.0}
|
||||
Q = np.diag([0.0005, 0.05, 0.5])
|
||||
Qf = Q
|
||||
R = np.diag([0, 0])
|
||||
else:
|
||||
Q, Qf, R, Reference = None, None, None, None
|
||||
print('Invalid Model Type!')
|
||||
exit(1)
|
||||
|
||||
T = 5
|
||||
StateConstraints = {'e_y': (-0.2, 0.2), 'v': (0, 4)}
|
||||
InputConstraints = {'D': (-1, 1), 'delta': (-0.44, 0.44)}
|
||||
Reference = {'e_y': 0, 'e_psi': 0, 'v': 4.0}
|
||||
#Reference = {'e_y': 0, 'e_psi': 0, 'v_x': 1.0, 'v_y': 0, 'omega': 0, 't':0}
|
||||
mpc = MPC(car, T, Q, R, Qf, StateConstraints, InputConstraints, Reference)
|
||||
|
||||
##############
|
||||
|
@ -77,18 +98,14 @@ if __name__ == '__main__':
|
|||
D_log = []
|
||||
delta_log = []
|
||||
|
||||
start_time = time()
|
||||
|
||||
# iterate over waypoints
|
||||
for wp_id in range(len(car.reference_path.waypoints)-T-1):
|
||||
|
||||
print('V: {:.2f}'.format(car.temporal_state.v_x))
|
||||
|
||||
# get control signals
|
||||
D, delta = mpc.get_control()
|
||||
|
||||
# drive car
|
||||
car.drive(delta, D)
|
||||
car.drive(D, delta)
|
||||
|
||||
# log current state
|
||||
x_log.append(car.temporal_state.x)
|
||||
|
@ -119,6 +136,4 @@ if __name__ == '__main__':
|
|||
plt.yticks([])
|
||||
plt.pause(0.0000001)
|
||||
|
||||
end_time = time()
|
||||
print('Time Elapsed: {:.2f} s'.format(end_time-start_time))
|
||||
plt.close()
|
||||
|
|
Loading…
Reference in New Issue