def __init__(self, **kwargs): super(Right, self).__init__(**kwargs) self.table = Time_Table(pos_hint={ 'x': 0, 'y': 0.5 }, size_hint=(1, 0.5)) self.accel = Accel(pos_hint={ 'x': 0.6, 'y': 0.25 }, size_hint=(0.4, 0.25), acc=[50, 50]) self.add_widget(self.table) self.add_widget(self.accel) self.map = TrackMap(pos_hint={ 'x': 0.099, 'y': 0.2482 }, size_hint=(0.5, 0.25)) self.add_widget(self.map) #for testing Clock.schedule_interval(self.acc_test, 0.2)
from time import sleep #from datetime import datetime, timedelta from accel import Accel #from driver import Driver accel = Accel() while (True): data = accel.read_data() print("x-accel: " + str(data)) sleep(0.2)
def run_simulation(args): t_end = args.time dt = args.dt start_angle = 0.05 accel = Accel((args.accel_stddev_x, args.accel_stddev_z), args.gravity) gyro = Gyro(args.gyro_stddev, args.gyro_biasdrift_stddev) filt = ComplementaryFilter(args.filter_acc_weight, args.gravity, start_angle) accel_data = [] gyro_data = [] angles = [] true_angle = start_angle true_angvel = 0.0 ts = np.arange(0, t_end, dt) true_angles = true_angle * np.ones(shape=ts.shape) for i, t in enumerate(ts): acc_obs = accel.get(true_angles[i]) angvel_obs = gyro.get(true_angvel, dt) accel_data.append(acc_obs) gyro_data.append(angvel_obs) ang_est = filt.get(acc_obs, angvel_obs, dt) angles.append(ang_est) angles = np.array(angles) angle_error = angles - true_angles mean_abs_error = np.mean(np.abs(angle_error)) if not args.no_print: print("Mean abs error is %f radians (%f degrees)" % (mean_abs_error, np.degrees(mean_abs_error))) if not args.no_plot: import matplotlib.pyplot as plt plt.figure("Filter Results") plt.plot(ts, angles, label='Estimated') plt.plot(ts, true_angles, label='True') plt.xlabel('Time (s)') plt.ylabel('Angle (rad)') plt.title("Estimated vs. True Angle") plt.legend() plt.figure("Angle Error") plt.plot(ts, angle_error) plt.xlabel('Time (s)') plt.ylabel('Angle Error (rad)') plt.title("Angle Error") accel_data = np.array(accel_data) accel.plot(ts, accel_data) gyro_data = np.array(gyro_data) gyro.plot(ts, gyro_data) plt.show() return mean_abs_error
def __init__(self, **kwargs): super(Main, self).__init__(**kwargs) config = ConfigParser() config.read('config.ini') cfgs = config['sensor_values'] #setting up widgets self.tire_temps = Tire_Temps(pos_hint={ "center_x": 0.5, "y": 0 }, size_hint=(0.45, 0.25), temps=[[50, 50, 50, 50], [50, 50, 50, 50], [50, 50, 50, 50], [50, 50, 50, 50]], boundary=int(cfgs['infrared_offset'])) self.battery = Parametric_Graph(pos_hint={ "x": 0, "y": 0.38 }, size_hint=(0.25, 0.45), label='Voltage (V)', boundaries=[0, 10, 300, 588]) self.kw = Parametric_Bar(pos_hint={ "x": 0.02, "y": 0.85 }, size_hint=(0.05, 0.13), name="Power(kW)", value=0, max_value=int(cfgs['kw_max']), color=[0, 0, 1, 1], orientation="vertical") self.cur = Parametric_Bar(pos_hint={ "x": 0.09, "y": 0.85 }, size_hint=(0.05, 0.13), name="Current(A)", value=0, max_value=int(cfgs['cur_max']), color=[0, 0, 1, 1], orientation="vertical") self.vol = Parametric_Bar(pos_hint={ "x": 0.16, "y": 0.85 }, size_hint=(0.05, 0.13), name="Voltage(V)", value=0, max_value=int(cfgs['vol_max']), color=[0, 0, 1, 1], orientation="vertical") self.table = Time_Table(pos_hint={ 'x': 0.8, 'y': 0.65 }, size_hint=(0.2, 0.35)) self.accel = Accel(pos_hint={ 'center_x': 0.5, 'y': 0 }, size_hint=(0.15, 0.25), acc=[50, 50]) #self.map = TrackMap(pos_hint = {'x':0.85, 'y':0.45}, size_hint = (0.18, 0.3)) self.map = TrackMap2(size_hint=(None, None), size=(Window.width * 0.3, Window.height * 0.5), pos=(Window.width * 0.7, Window.height * 0.2)) #pos_hint={'x': 0.75, 'y': 0.1}, size_hint=(0.2, 0.35) self.pc_status = Pc_Status(pos_hint={ "x": 0.4, "y": 0.85 }, size_hint=(0.2, 0.15)) self.apps = Parametric_Bar(pos_hint={ "x": 0.35, "y": 0.65 }, size_hint=(0.05, 0.13), name="APPS(%)", value=0, max_value=int(cfgs['apps_max']), color=[0, 1, 0, 1], orientation="vertical") self.brake = Parametric_Bar(pos_hint={ "x": 0.42, "y": 0.65 }, size_hint=(0.05, 0.13), name="Brake(%)", value=0, max_value=int(cfgs['brake_max']), color=[1, 0, 0, 1], orientation="vertical") self.bias = Brake_Bias(pos_hint={ "x": 0.35, "y": 0.5 }, size_hint=(0.1, 0.1), percentage=0) self.rpmbar = RpmBar(pos_hint={ "x": 0.35, "y": 0.8 }, size_hint=(0.35, 0.05), value=200, max_value=int(cfgs['rpm_max']), color=[1, 0, 0, 1]) self.motor_temp = Icon_Indicator(pos_hint={ "x": 0.3, "y": 0.35 }, size_hint=(0.1, 0.1), name="Motor Temp", value=0, unit="°C", boundaries=[ int(cfgs['motor_temp_warn']), int(cfgs['motor_temp_crit']) ], source="assets/motor_icon.png", color=[1, 1, 1, 1], opacity=0.4) self.inv_temp = Icon_Indicator(pos_hint={ "x": 0.4, "y": 0.35 }, size_hint=(0.1, 0.1), name="Inverter Temp", value=0, unit="°C", boundaries=[ int(cfgs['inv_temp_warn']), int(cfgs['inv_temp_crit']) ], source="assets/inverter2.png", color=[1, 1, 1, 1], opacity=0.4) self.bat_temp = Icon_Indicator(pos_hint={ "x": 0.5, "y": 0.35 }, size_hint=(0.1, 0.1), name="Battery Temp", value=0, unit="°C", boundaries=[ int(cfgs['battery_temp_warn']), int(cfgs['battery_temp_crit']) ], source="assets/battery4.png", color=[1, 1, 1, 1], opacity=0.6) self.gps_speed = Parametric_Label(pos_hint={ "x": 0.57, "y": 0.65 }, size_hint=(0.07, 0.1), name1="0", name2="GPS Speed", font1="32sp") self.hall_speed = Parametric_Label(pos_hint={ "x": 0.635, "y": 0.65 }, size_hint=(0.07, 0.1), name1="0", name2="Sensor Speed", font1="32sp") self.dashboard = Dashboard(pos_hint={ "x": 0.01, "y": 0.03 }, size_hint=(0.3, 0.33)) self.drs_button = Drs_Button(pos_hint={ "x": 0.5, "y": 0.65 }, size_hint=(0.05, 0.05)) self.steering_wheel = Icon_Indicator( pos_hint={ "x": 0.48, "y": 0.51 }, size_hint=(0.07, 0.07), name="Steering Angle", value=0, unit="°", boundaries=[100, 120], source="assets/steering_wheel2.png", color=[0.8, 0.8, 0.8, 1], angle=0, opacity=1) self.downforce = Icon_Indicator(pos_hint={ "x": 0.6, "y": 0.35 }, size_hint=(0.1, 0.1), name="Downforce", value=0, color=[1, 1, 1, 1], opacity=0.9, source="assets/downforce_icon.png") self.enc_map = Parametric_Label(pos_hint={ "x": 0.595, "y": 0.49 }, size_hint=(0.07, 0.1), name1="0", name2="Encoder Map", font1="32sp") #adding widgets self.add_widget(self.battery) self.add_widget(self.tire_temps) self.add_widget(self.kw) self.add_widget(self.cur) self.add_widget(self.vol) self.add_widget(self.table) self.add_widget(self.accel) self.add_widget(self.map) self.add_widget(self.pc_status) self.add_widget(self.apps) self.add_widget(self.brake) self.add_widget(self.bias) self.add_widget(self.rpmbar) self.add_widget(self.motor_temp) self.add_widget(self.inv_temp) self.add_widget(self.bat_temp) self.add_widget(self.gps_speed) self.add_widget(self.hall_speed) self.add_widget(self.dashboard) self.add_widget(self.drs_button) self.add_widget(self.steering_wheel) self.add_widget(self.downforce) self.add_widget(self.enc_map) #for testing self.bind(data=self.update)