Beispiel #1
0
def fly(client: airsim.MultirotorClient, args: argparse.Namespace) -> None:
    initial_pose = client.simGetVehiclePose()
    initial_state = client.getMultirotorState()

    if args.verbose:
        ff.print_pose(initial_pose, airsim.to_eularian_angles)

    if initial_state.landed_state == airsim.LandedState.Landed:
        print("[ff] Taking off")
        client.takeoffAsync(timeout_sec=8).join()
    # else:
    #     client.hoverAsync().join()  # airsim.LandedState.Flying

    path = [airsim.Vector3r(*position) for position, _orientation in args.viewpoints]
    future = client.moveOnPathAsync(
        path,
        velocity=2,
        drivetrain=airsim.DrivetrainType.MaxDegreeOfFreedom,
        yaw_mode=airsim.YawMode(is_rate=False, yaw_or_rate=-1.5),  # FIXME
    )

    _take_pictures_loop(client)
    future.join()

    client.reset()
    print("[ff] Drone reset")
Beispiel #2
0
def fly(client: airsim.MultirotorClient, args) -> None:
    if args.verbose:
        print(f"[ff] HomeGeoPoint:\n{client.getHomeGeoPoint()}\n")
        print(f"[ff] VehiclePose:\n{client.simGetVehiclePose()}\n")
        #print(f"[ff] MultirotorState:\n{client.getMultirotorState()}\n")

    home_UE4 = Vec3.from_GeoPoint(client.getHomeGeoPoint())
    ground_offset_NED = Vec3.from_Vector3r(client.simGetVehiclePose().position)
    #assert ground_offset_NED.x == ground_offset_NED.y == 0  # assumes the drone is at PlayerStart
    #player_start = Vec3.from_Vector3r(
    #    client.simGetObjectPose(client.simListSceneObjects("PlayerStart.*")[0]).position
    #)

    print(f"[ff] Taking off")
    client.takeoffAsync(timeout_sec=8).join()

    fligh_path = BLOCKS_PATH  # TODO add option to change on argparse

    print(f"[ff] Moving on path...", flush=True)
    client.moveOnPathAsync(path=[
        airsim.Vector3r(coord.x, coord.y, coord.z) for coord in fligh_path
    ],
                           velocity=5).join()

    print(f"[ff] Landing", flush=True)
    client.landAsync().join()
    # print(f"[ff] Going home", flush=True)
    # client.goHomeAsync().join()
    print(f"[ff] Done")
Beispiel #3
0
def fly(client: airsim.MultirotorClient, args: argparse.Namespace) -> None:
    if args.verbose:
        print(
            f"[ff] HomeGeoPoint: {Vec3.from_GeoPoint(client.getHomeGeoPoint())}\n"
        )
        print(
            f"[ff] VehiclePose.position: {Vec3.from_Vector3r(client.simGetVehiclePose().position)}\n"
        )

    initial_state = client.getMultirotorState()
    if initial_state.landed_state == airsim.LandedState.Landed:
        print(f"[ff] Taking off")
        client.takeoffAsync(timeout_sec=8).join()
    else:
        client.hoverAsync().join()  # airsim.LandedState.Flying

    #__move_on_path(client, args.flight_path, args.flight_velocity)
    #__move_on_box(client, z=-20, side=20, velocity=args.flight_velocity)
    if not args.use_viewpoints:
        future = client.moveOnPathAsync([
            airsim.Vector3r(coord.x, coord.y, coord.z)
            for coord in args.flight_path
        ], args.flight_velocity)
    else:
        import viewpoints
        future = client.moveOnPathAsync(
            [airsim.Vector3r(*position) for position in viewpoints.Positions],
            args.flight_velocity)

    print(f"[ff] Press [space] to take pictures")
    ch, img_count, img_responses = msvcrt.getch(), 0, []
    while ch == b' ':
        img_responses.extend(
            client.simGetImages([
                airsim.ImageRequest(
                    ff.CameraName.bottom_center,
                    airsim.ImageType.Scene,
                    False,
                    True  # compressed PNG image
                )
            ]))
        img_count += 1
        print(f"     {img_count} pictures taken", end="\r")
        ch = msvcrt.getch()
    print()

    print(f"[ff] Waiting for drone to finish path...", end=" ", flush=True)
    future.join()
    print(f"done.")

    for i, response in enumerate(img_responses):
        airsim.write_file(os.path.join(args.output_folder, f"out_{i}.png"),
                          response.image_data_uint8)

    time.sleep(4)
    print(f"[ff] Drone reset")
    client.reset()
Beispiel #4
0
def fly(client: airsim.MultirotorClient, args: argparse.Namespace) -> None:
    initial_pose = client.simGetVehiclePose()
    initial_state = client.getMultirotorState()

    if args.verbose:
        ff.print_pose(initial_pose,
                      to_eularian_angles=airsim.to_eularian_angles)

    if initial_state.landed_state == airsim.LandedState.Landed:
        print("[ff] Taking off")
        client.takeoffAsync(timeout_sec=8).join()
    else:
        client.hoverAsync().join()  # airsim.LandedState.Flying

    print("[ff] Flying viewpoints...")
    print("[ff] Press [space] to take pictures (or any other key to stop)"
          )  # TODO
    future = _move_by_path(client, args)

    img_count = 0
    while True:
        if msvcrt.kbhit():
            if msvcrt.getch() != b" ":
                break  # https://stackoverflow.com/a/13207813

            response, *_ = client.simGetImages([
                airsim.ImageRequest(
                    ff.CameraName.front_center,
                    airsim.ImageType.Scene,
                    False,
                    True,  # compressed PNG image
                )
            ])
            img_count += 1
            print(f"     {img_count} pictures taken", end="\r")
            airsim.write_file(
                os.path.join(args.output_folder, f"out_{img_count}.png"),
                response.image_data_uint8,
            )
            # TODO save poses to .log file
            print("camera_position:", response.camera_position)  # Vector3r
            print("camera_orientation:",
                  response.camera_orientation)  # Quaternionr
    print()

    print(f"[ff] Waiting for drone to finish path...", end=" ", flush=True)
    future.join()
    print("done")

    time.sleep(4)
    client.reset()
    print("[ff] Drone reset")
Beispiel #5
0
class MyClient(MultirotorClient):
    def __init__(self, **kwargs):
        super(MyClient, self).__init__(**kwargs)
        self.client = MultirotorClient()
        self.client.confirmConnection()
        self.client.enableApiControl(True)
        self.client.armDisarm(True)
        #self.client.reset() # 실행 시 뒤에 코드가 무시될 수 있어 필요할 때만 주석 해제
        self.client.takeoffAsync().join()

        self.roll = PIDDouble()
        self.pitch = PIDDouble()
        # Set PID Gain
        self.set_pid_gain()

        #Save Flight Data
        self.flight_data = pd.DataFrame()
        self.flight_data['altitude'] = 0
        self.now = None

        # Drone Value
        self.angle = {'pitch': None, 'roll': None, 'yaw': None}
        self.rate = {'pitch': None, 'roll': None, 'yaw': None}
        self.altitude = None
        self.longitude = None
        self.latitude = None

        self.DT = 0.001

        self.ccr = {1: None, 2: None, 3: None, 4: None, 'duration': 1}
        self.motor = {1: 0.60001, 2: 0.60001, 3: 0.6, 4: 0.6, 'duration': 1}

    def __del__(self):
        self.now = time.localtime()
        self.now = time.strftime('%d%H%M%S', self.now)
        # self.flight_data.to_csv(f'data/simulation_data_{self.now}')

    def run(self):
        while 1:
            start = time.time()
            # Read Sensor Data
            # IMU
            self.read_angle()
            self.read_rate()
            # Barometer
            self.read_altitude()
            # GPS
            self.read_gps()

            # Save Data
            self.flight_data['altitude'] = self.altitude

            # PID Control
            self.Double_Roll_Pitch_PID_Calculation(self.pitch, 0,
                                                   self.angle['pitch'],
                                                   self.rate['pitch'], self.DT)
            self.Double_Roll_Pitch_PID_Calculation(self.roll, 0,
                                                   self.angle['roll'],
                                                   self.rate['roll'], self.DT)

            # PWM
            self.ccr[
                1] = 84000 + 600 * 84 - self.pitch.IN.pid_result + self.roll.IN.pid_result
            self.ccr[
                2] = 84000 + 600 * 84 + self.pitch.IN.pid_result + self.roll.IN.pid_result
            self.ccr[
                3] = 84000 + 600 * 84 + self.pitch.IN.pid_result - self.roll.IN.pid_result
            self.ccr[
                4] = 84000 + 600 * 84 - self.pitch.IN.pid_result - self.roll.IN.pid_result

            for i in range(4):
                if self.ccr[i + 1] < 84000: self.ccr[i + 1] = 84000
                elif self.ccr[i + 1] > 168000: self.ccr[i + 1] = 168000

                self.ccr[i + 1] = (self.ccr[i + 1] - 84000) / 84000

            # Write Motors
            self.client.moveByMotorPWMsAsync(self.ccr[4], self.ccr[2],\
                                             self.ccr[1], self.ccr[3], self.ccr['duration'])

            # print('roll : ',self.angle['roll'],' pitch : ', self.angle['pitch'], ' yaw : ', self.angle['yaw'])

            self.DT = time.time() - start

            if keyboard.read_key() == 'q':
                break

        del self.client

    def read_angle(self):
        self.angle['pitch'], self.angle['roll'], self.angle['yaw'] = \
            airsim.to_eularian_angles(self.client.getImuData('Imu', 'Drone1').orientation)

        self.angle['pitch'] *= -1

    def read_rate(self):
        self.rate['roll'] = self.client.getImuData(
            'Imu', 'Drone1').angular_velocity.x_val
        self.rate['pitch'] = self.client.getImuData(
            'Imu', 'Drone1').angular_velocity.y_val
        self.rate['yaw'] = self.client.getImuData(
            'Imu', 'Drone1').angular_velocity.z_val

        self.rate['pitch'] *= -1

    def read_altitude(self):
        self.altitude = self.client.getBarometerData(
            barometer_name='Barometer', vehicle_name='Drone1').altitude

    def read_gps(self):
        self.longitude = self.client.getGpsData(
            'Gps', 'Drone1').gnss.geo_point.longitude
        self.latitude = self.client.getGpsData(
            'Gps', 'Drone1').gnss.geo_point.latitude

    def set_pid_gain(self):
        self.pitch.IN.kp = 104
        self.pitch.IN.ki = 0
        self.pitch.IN.kd = 7
        self.pitch.OUT.kp = 14
        self.pitch.OUT.ki = 0
        self.pitch.OUT.kd = 3

        self.roll.IN.kp = 104
        self.roll.IN.ki = 0
        self.roll.IN.kd = 7
        self.roll.OUT.kp = 14
        self.roll.OUT.ki = 0
        self.roll.OUT.kd = 3

    def Double_Roll_Pitch_PID_Calculation(
            self,
            axis: PIDDouble,
            set_point_angle: float,
            angle: float,  # BNO080 Rotation Angle
            rate: float,  # ICM-20602 Angular Rate
            DT: float  # loop time
    ):
        # *********** Double PID Outer Begin (Roll and Pitch Angular Position Control) *************#
        # P calculation
        axis.OUT.reference = set_point_angle
        axis.OUT.meas_value = angle
        axis.OUT.error = axis.OUT.reference - axis.OUT.meas_value
        axis.OUT.p_result = axis.OUT.error * axis.OUT.kp

        # I calculation, DT need to be given in every loop
        axis.OUT.error_sum = axis.OUT.error_sum + axis.OUT.error * DT  # Define summation of outer loop
        OUT_ERR_SUM_MAX = 2000
        OUT_ERR_SUM_MIN = -OUT_ERR_SUM_MAX
        if axis.OUT.error_sum > OUT_ERR_SUM_MAX:
            axis.OUT.error_sum = OUT_ERR_SUM_MAX
        elif axis.OUT.error_sum < OUT_ERR_SUM_MIN:
            axis.OUT.error_sum = OUT_ERR_SUM_MIN
        axis.OUT.i_result = axis.OUT.error_sum * axis.OUT.ki  # Calculate I result of outer loop

        # D calculation
        OUTER_DERIV_FILT_ENABLE = True
        axis.OUT.error_deriv = -rate  # Define derivative of outer loop (rate = ICM-20602 Angular Rate)

        if not OUTER_DERIV_FILT_ENABLE:
            axis.OUT.d_result = axis.OUT.error_deriv * axis.OUT.kd  # Calculate D result of outer loop
        else:
            axis.OUT.error_deriv_filt = axis.OUT.error_deriv_filt * 0.4 + axis.OUT.error_deriv * 0.6  # filter for derivative
            axis.OUT.d_result = axis.OUT.error_deriv_filt * axis.OUT.kd  # Calculate D result of inner loop

        axis.OUT.pid_result = axis.OUT.p_result + axis.OUT.i_result + axis.OUT.d_result  # Calculate PID result of outer loop

        # ************ Double PID Inner Begin (Roll and Pitch Angular Rate Control) **************#
        axis.IN.reference = axis.OUT.pid_result  # Set point of inner PID control is the PID result of outer loop (for double PID control)
        axis.IN.meas_value = rate  # ICM-20602 angular rate

        # P calculation
        axis.IN.error = axis.IN.reference - axis.IN.meas_value  # Define error of inner loop
        axis.IN.p_result = axis.IN.error * axis.IN.kp  # Calculate P result of inner loop
        # I calculation
        axis.IN.error_sum = axis.IN.error_sum + axis.IN.error * DT  # Define summation of inner loop
        IN_ERR_SUM_MAX = 500
        IN_ERR_SUM_MIN = -IN_ERR_SUM_MAX
        if axis.IN.error_sum > IN_ERR_SUM_MAX:
            axis.IN.error_sum = IN_ERR_SUM_MAX
        elif axis.IN.error_sum < IN_ERR_SUM_MIN:
            axis.IN.error_sum = IN_ERR_SUM_MIN
        axis.IN.i_result = axis.IN.error_sum * axis.IN.ki  # Calculate I result of inner loop
        # D calculation
        axis.IN.error_deriv = -(axis.IN.meas_value - axis.IN.meas_value_prev
                                ) / DT  # Define derivative of inner loop
        axis.IN.meas_value_prev = axis.IN.meas_value  # Refresh value_prev to the latest value

        INNER_DERIV_FILT_ENABLE = True
        if not INNER_DERIV_FILT_ENABLE:
            axis.IN.d_result = axis.IN.error_deriv * axis.IN.kd  # Calculate D result of inner loop
        else:
            axis.IN.error_deriv_filt = axis.IN.error_deriv_filt * 0.5 + axis.IN.error_deriv * 0.5  # filter for derivative
            axis.IN.d_result = axis.IN.error_deriv_filt * axis.IN.kd  # Calculate D result of inner loop

        axis.IN.pid_result = axis.IN.p_result + axis.IN.i_result + axis.IN.d_result  # Calculate PID result of inner loop

    def Single_Yaw_Heading_PID_Calculation(
            axis: PIDSingle,
            set_point_angle: float,
            angle: float,  # BNO080 Rotation Angle
            rate: float,  # ICM-20602 Angular Rate
            DT: float  # loop time
    ):
        # *********** Single PID Begin (Yaw Angular Position) *************#
        axis.reference = set_point_angle  # Set point of yaw heading @ yaw stick is center.
        axis.meas_value = angle  # Current BNO080_Yaw angle @ yaw stick is center.
        # P Calculation
        axis.error = axis.reference - axis.meas_value  # Define error of yaw angle control
        if (axis.error > 180):
            axis.error -= 360
        elif (axis.error < -180):
            axis.error += 360
        axis.p_result = axis.error * axis.kp  # Calculate P result of yaw angle control
        # I Calculation
        axis.error_sum = axis.error_sum + axis.error * DT  # Define summation of yaw angle control
        axis.i_result = axis.error_sum * axis.ki  # Calculate I result of yaw angle control
        # D Calculation
        axis.error_deriv = -rate  # Define differentiation of yaw angle control
        axis.d_result = axis.error_deriv * axis.kd  # Calculate D result of yaw angle control

        axis.pid_result = axis.p_result + axis.i_result + axis.d_result  # Calculate PID result of yaw angle contro

    def Single_Yaw_Rate_PID_Calculation(
            axis: PIDSingle,
            set_point_rate: float,
            rate: float,  # ICM-20602 Angular Rate
            DT: float):
        # *********** Single PID Begin (Yaw Angular Rate Control) *************#
        axis.reference = set_point_rate  # Set point of yaw heading @ yaw stick is not center.
        axis.meas_value = rate  # Current ICM20602.gyro_z @ yaw stick is not center.
        # P calculation
        axis.error = axis.reference - axis.meas_value  # Define error of yaw rate control
        axis.p_result = axis.error * axis.kp  # Calculate P result of yaw rate control
        # I calculation
        axis.error_sum = axis.error_sum + axis.error * DT  # Define summation of yaw rate control
        axis.i_result = axis.error_sum * axis.ki  # Calculate I result of yaw rate control
        # D calculation
        axis.error_deriv = -(
            axis.meas_value - axis.meas_value_prev
        ) / DT  # Define differentiation of yaw rate control
        axis.meas_value_prev = axis.meas_value  # Refresh value_prev to the latest value
        axis.d_result = axis.error_deriv * axis.kd  # Calculate D result of yaw rate control

        axis.pid_result = axis.p_result + axis.i_result + axis.d_result  # Calculate PID result of yaw control
        # *******************************************************************#

    def Double_Altitude_PID_Calculation(axis: PIDDouble,
                                        set_point_altitude: float,
                                        current_altitude: float, DT: float):
        # *********** Double PID Outer Begin (Roll and Pitch Angular Position Control) *************#
        axis.OUT.reference = set_point_altitude  # Set point of outer PID control
        axis.OUT.meas_value = current_altitude  # Actual Altitude from Fusion
        # P Calculation
        axis.OUT.error = axis.OUT.reference - axis.OUT.meas_value  # Define error of outer loop
        axis.OUT.p_result = axis.OUT.error * axis.OUT.kp  # Calculate P result of outer loop
        # I Calculation
        axis.OUT.error_sum = axis.OUT.error_sum + axis.OUT.error * DT  # Define summation of outer loop
        OUT_ERR_SUM_MAX = 500
        OUT_ERR_SUM_MIN = -OUT_ERR_SUM_MAX
        if axis.OUT.error_sum > OUT_ERR_SUM_MAX:
            axis.OUT.error_sum = OUT_ERR_SUM_MAX
        elif axis.OUT.error_sum < OUT_ERR_SUM_MIN:
            axis.OUT.error_sum = OUT_ERR_SUM_MIN
        axis.OUT.i_result = axis.OUT.error_sum * axis.OUT.ki  # Calculate I result of outer loop
        # D Calculation
        axis.OUT.error_deriv = -(axis.OUT.meas_value -
                                 axis.OUT.meas_value_prev) / DT
        axis.OUT.meas_value_prev = axis.OUT.meas_value

        OUTER_DERIV_FILT_ENABLE = True
        if not OUTER_DERIV_FILT_ENABLE:
            axis.OUT.d_result = axis.OUT.error_deriv * axis.OUT.kd  # Calculate D result of outer loop
        else:
            axis.OUT.error_deriv_filt = axis.OUT.error_deriv_filt * 0.4 + axis.OUT.error_deriv * 0.6  # filter for derivative
            axis.OUT.d_result = axis.OUT.error_deriv_filt * axis.OUT.kd  # Calculate D result of inner loop

        axis.OUT.pid_result = axis.OUT.p_result + axis.OUT.i_result + axis.OUT.d_result  # Calculate PID result of outer loop

        # ************ Double PID Inner Begin (Roll and Pitch Angular Rate Control) **************#
        axis.IN.reference = axis.OUT.pid_result  # Set point of inner PID control is the PID result of outer loop (for double PID control)
        axis.IN.meas_value = -axis.OUT.error_deriv_filt  # ICM-20602 angular rate
        # P calculation
        axis.IN.error = axis.IN.reference - axis.IN.meas_value  # Define error of inner loop
        axis.IN.p_result = axis.IN.error * axis.IN.kp  # Calculate P result of inner loop
        # I calculation
        axis.IN.error_sum = axis.IN.error_sum + axis.IN.error * DT  # Define summation of inner loop
        IN_ERR_SUM_MAX = 500
        IN_ERR_SUM_MIN = -IN_ERR_SUM_MAX
        if axis.IN.error_sum > IN_ERR_SUM_MAX:
            axis.IN.error_sum = IN_ERR_SUM_MAX
        elif axis.IN.error_sum < IN_ERR_SUM_MIN:
            axis.IN.error_sum = IN_ERR_SUM_MIN
        axis.IN.i_result = axis.IN.error_sum * axis.IN.ki  # Calculate I result of inner loop
        # D calculation
        axis.IN.error_deriv = -(axis.IN.meas_value - axis.IN.meas_value_prev
                                ) / DT  # Define derivative of inner loop
        axis.IN.meas_value_prev = axis.IN.meas_value  # Refresh value_prev to the latest value

        INNER_DERIV_FILT_ENABLE = True
        if not INNER_DERIV_FILT_ENABLE:
            axis.IN.d_result = axis.IN.error_deriv * axis.IN.kd  # Calculate D result of inner loop
        else:
            axis.IN.error_deriv_filt = axis.IN.error_deriv_filt * 0.5 + axis.IN.error_deriv * 0.5  # filter for derivative
            axis.IN.d_result = axis.IN.error_deriv_filt * axis.IN.kd  # Calculate D result of inner loop

        axis.IN.pid_result = axis.IN.p_result + axis.IN.i_result + axis.IN.d_result  # Calculate PID result of inner loop

        if axis.IN.pid_result < -2100: axis.IN.pid_result = -2100
        if axis.IN.pid_result > 16800: axis.IN.pid_result = 16800

    def Double_GPS_PID_Calculation(axis: PIDDouble, set_point_gps: float,
                                   gps: float, DT: float):
        # *********** Double PID Outer Begin (Roll and Pitch Angular Position Control) *************#
        axis.OUT.reference = set_point_gps  # Set point of outer PID control
        axis.OUT.meas_value = gps
        # P calculation
        axis.OUT.error = axis.OUT.reference - axis.OUT.meas_value  # Define error of outer loop
        axis.OUT.p_result = axis.OUT.error * axis.OUT.kp  # Calculate P result of outer loop
        # I calculation
        axis.OUT.error_sum = axis.OUT.error_sum + axis.OUT.error * DT  # Define summation of outer loop
        OUT_ERR_SUM_MAX = 500
        OUT_ERR_SUM_MIN = -OUT_ERR_SUM_MAX
        if axis.OUT.error_sum > OUT_ERR_SUM_MAX:
            axis.OUT.error_sum = OUT_ERR_SUM_MAX
        elif axis.OUT.error_sum < OUT_ERR_SUM_MIN:
            axis.OUT.error_sum = OUT_ERR_SUM_MIN
        axis.OUT.i_result = axis.OUT.error_sum * axis.OUT.ki  # Calculate I result of outer loop
        # D calculation
        axis.OUT.error_deriv = -(axis.OUT.meas_value - axis.OUT.meas_value_prev
                                 ) / DT  # Define derivative of outer loop
        axis.OUT.meas_value_prev = axis.OUT.meas_value

        OUTER_DERIV_FILT_ENABLE = True
        if not OUTER_DERIV_FILT_ENABLE:
            axis.OUT.d_result = axis.OUT.error_deriv * axis.OUT.kd  # Calculate D result of outer loop
        else:
            axis.OUT.error_deriv_filt = axis.OUT.error_deriv_filt * 0.4 + axis.OUT.error_deriv * 0.6  # filter for derivative
        axis.OUT.d_result = axis.OUT.error_deriv_filt * axis.OUT.kd  # Calculate D result of inner loop

        axis.OUT.pid_result = axis.OUT.p_result + axis.OUT.i_result + axis.OUT.d_result  # Calculate PID result of outer loop

        # ************ Double PID Inner Begin (Roll and Pitch Angular Rate Control) **************#
        axis.IN.reference = axis.OUT.pid_result  # Set point of inner PID control is the PID result of outer loop (for double PID control)
        axis.IN.meas_value = -axis.OUT.error_deriv
        # P calculation
        axis.IN.error = axis.IN.reference - axis.IN.meas_value  # Define error of inner loop
        axis.IN.p_result = axis.IN.error * axis.IN.kp  # Calculate P result of inner loop
        # I calculation
        axis.IN.error_sum = axis.IN.error_sum + axis.IN.error * DT  # Define summation of inner loop
        IN_ERR_SUM_MAX = 500
        IN_ERR_SUM_MIN = -IN_ERR_SUM_MAX
        if axis.IN.error_sum > IN_ERR_SUM_MAX:
            axis.IN.error_sum = IN_ERR_SUM_MAX
        elif axis.IN.error_sum < IN_ERR_SUM_MIN:
            axis.IN.error_sum = IN_ERR_SUM_MIN
        axis.IN.i_result = axis.IN.error_sum * axis.IN.ki  # Calculate I result of inner loop
        # D calculation
        axis.IN.error_deriv = -(axis.IN.meas_value - axis.IN.meas_value_prev
                                ) / DT  # Define derivative of inner loop
        axis.IN.meas_value_prev = axis.IN.meas_value  # Refresh value_prev to the latest value

        INNER_DERIV_FILT_ENABLE = True
        if not INNER_DERIV_FILT_ENABLE:
            axis.IN.d_result = axis.IN.error_deriv * axis.IN.kd  # Calculate D result of inner loop
        else:
            axis.IN.error_deriv_filt = axis.IN.error_deriv_filt * 0.5 + axis.IN.error_deriv * 0.5  # filter for derivative
        axis.IN.d_result = axis.IN.error_deriv_filt * axis.IN.kd  # Calculate D result of inner loop

        axis.IN.pid_result = axis.IN.p_result + axis.IN.i_result + axis.IN.d_result  # Calculate PID result of inner loop
Beispiel #6
0
def fly(client: airsim.MultirotorClient, args: argparse.Namespace) -> None:
    if args.z is not None and args.z > 0:
        print("Warning: AirSim uses NED coordinates, meaning +z is down")
        print("         (to fly upwards use negative z values)\n")

    state = client.getMultirotorState()
    start_pos = {
        'NED': get_NED_coords(client, state),
        'UE4': get_UE4_coords(client, state)
    }  # obs.: UE4's PlayerStart coordinates correspond to ~(0, 0, 0) in AirSim's NED system

    coords_format = "({:.2f}  {:.2f}  {:.2f})"

    print("Starting position (NED): {}".format(coords_format).format(
        *start_pos['NED']))
    if args.verbose:
        print("Starting position (UE4): {}".format(coords_format).format(
            *start_pos['UE4']))

    if args.relative:
        if args.z is None:
            args.z = 0
        xyz = tuple(
            sum(axis)
            for axis in zip(start_pos['NED'], (args.x, args.y, args.z)))
    else:
        if args.z is None:
            args.z = start_pos['NED'][2]  # keep the same altitude
        xyz = (args.x, args.y, args.z)

    if state.landed_state == airsim.LandedState.Landed:
        print(f"\nlanded_state = {state.landed_state} (Landed)")
        print("[ff] Taking off... ", end="", flush=True)
        client.takeoffAsync().join()
        print("done.")
    else:
        # NOTE .exe environments seem to always return Landed
        print(f"\nlanded_state = {state.landed_state} (Flying)")
        client.hoverAsync().join()

    if args.teleport:
        print("[ff] Teleporting to {}... ".format(coords_format).format(*xyz),
              end="",
              flush=True)
        pose = airsim.Pose()
        pose.position = airsim.Vector3r(*xyz)
        client.simSetVehiclePose(pose, ignore_collision=True)
        time.sleep(4)  # wait a few seconds after teleporting
    else:
        print("[ff] Moving to {}... ".format(coords_format).format(*xyz),
              end="",
              flush=True)
        client.moveToPositionAsync(*xyz, args.velocity).join()
    print("done.")

    print(f"[ff] Hovering for {args.wait_sec} seconds... ", end="", flush=True)
    client.hoverAsync().join()
    time.sleep(args.wait_sec)
    print("done.\n")

    state = client.getMultirotorState()
    print("[ff] Ending position (NED): {}".format(coords_format).format(
        *get_NED_coords(client, state)))
    if args.verbose:
        print("[ff] Ending position (UE4): {}".format(coords_format).format(
            *get_UE4_coords(client, state)))