Пример #1
0
    def DrawBarriers(self, points, n=5, height=1, width=1):
        points = points[::n]
        if points[-1] != points[0]:
            points.append(points[-1])
        for i in range(len(points) - 1):
            p1 = points[i]
            p2 = points[i + 1]
            box = chrono.ChBodyEasyBox((p2 - p1).Length(), height, width, 1000,
                                       True, True)
            box.SetPos(p1)

            q = chrono.ChQuaternionD()
            v1 = p2 - p1
            v2 = chrono.ChVectorD(1, 0, 0)
            ang = math.atan2((v1 % v2).Length(), v1 ^ v2)
            if chrono.ChVectorD(0, 0, 1) ^ (v1 % v2) > 0.0:
                ang *= -1
            q.Q_from_AngZ(ang)
            box.SetRot(q)
            box.SetBodyFixed(True)

            box_asset = box.GetAssets()[0]
            visual_asset = chrono.CastToChVisualization(box_asset)

            vis_mat = chrono.ChVisualMaterial()
            vis_mat.SetAmbientColor(chrono.ChVectorF(0, 0, 0))

            if i % 2 == 0:
                vis_mat.SetDiffuseColor(chrono.ChVectorF(1.0, 0, 0))
            else:
                vis_mat.SetDiffuseColor(chrono.ChVectorF(1.0, 1.0, 1.0))
            vis_mat.SetSpecularColor(chrono.ChVectorF(0.9, 0.9, 0.9))
            vis_mat.SetFresnelMin(0)
            vis_mat.SetFresnelMax(0.1)

            visual_asset.material_list.append(vis_mat)

            color = chrono.ChColorAsset()
            if i % 2 == 0:
                color.SetColor(chrono.ChColor(1, 0, 0))
            else:
                color.SetColor(chrono.ChColor(1, 1, 1))
            box.AddAsset(color)
            self.system.Add(box)
            self.barriers.append(box)
Пример #2
0
        def __init__(self,
                     system: 'WAChronoSystem',
                     vehicle: 'WAChronoVehicle',
                     vehicle_inputs: 'WAVehicleInputs',
                     environment: 'WAEnvironment' = None,
                     opponents: list = [],
                     record: bool = False,
                     record_folder: str = "OUTPUT/"):
            self._render_steps = int(
                ceil(system.render_step_size / system.step_size))

            self._system = system
            self._vehicle_inputs = vehicle_inputs

            self._record = record
            self._record_folder = record_folder

            self._manager = WAChronoSensorManager(system)
            self._manager._manager.scene.AddPointLight(
                chrono.ChVectorF(0, 0, 100), chrono.ChVectorF(2, 2, 2), 5000)

            update_rate = 30.
            offset_pose = chrono.ChFrameD(chrono.ChVectorD(-8, 0, 2))
            image_width = 1280
            image_height = 720
            fov = 1.408
            cam = sens.ChCameraSensor(
                vehicle._vehicle.GetChassisBody(
                ),  # body camera is attached to
                update_rate,  # update rate in Hz
                offset_pose,  # offset pose
                image_width,  # image width
                image_height,  # image height
                fov  # camera's horizontal field of view
            )

            cam.PushFilter(sens.ChFilterVisualize(image_width, image_height))
            if self._record:
                cam.PushFilter(sens.ChFilterSave(self._record_folder))

            self._manager._manager.AddSensor(cam)

            if environment is not None:
                self.visualize(environment.get_assets())
    def add_asset(self, asset: 'Any'):
        if isinstance(asset, chrono.ChBody):
            self._system._system.AddBody(asset)
            return
        if isinstance(asset, WABody):
            if not hasattr(asset, 'size') or not hasattr(asset, 'position'):
                raise AttributeError(
                    "Body must have 'size', and 'position' fields")

            position = asset.position
            yaw = 0 if not hasattr(asset, 'yaw') else asset.yaw
            size = asset.size

            body_type = 'box'
            if hasattr(asset, 'body_type'):
                body_type = asset.body_type

            if body_type == 'sphere':
                body = chrono.ChBodyEasySphere(size.length, 1000, True, False)
                body.SetBodyFixed(True)
            elif body_type == 'box':
                body = chrono.ChBodyEasyBox(
                    size.x, size.y, size.z, 1000, True, False)
                body.SetBodyFixed(True)
            else:
                raise ValueError(
                    f"'{asset.body_type}' not a supported body type.")

            body.SetPos(WAVector_to_ChVector(position))
            body.SetRot(chrono.Q_from_AngZ(-yaw + WA_PI / 2))

            if hasattr(asset, 'color'):
                color = asset.color
                body.AddAsset(chrono.ChColorAsset(
                    chrono.ChColor(color.x, color.y, color.z)))

                texture = chrono.ChVisualMaterial()
                texture.SetDiffuseColor(
                    chrono.ChVectorF(color.x, color.y, color.z))
                chrono.CastToChVisualization(
                    body.GetAssets()[0]).material_list.append(texture)

            if hasattr(asset, 'texture'):
                texture = chrono.ChVisualMaterial()
                texture.SetKdTexture(get_wa_data_file(asset.texture))
                chrono.CastToChVisualization(
                    body.GetAssets()[0]).material_list.append(texture)

            self._system._system.AddBody(body)

            asset.chrono_body = body

        super().add_asset(asset)
Пример #4
0
def create_sphere_in_chrono(
    system: 'WAChronoSystem', rgb=(1, 0, 0)) -> chrono.ChBodyEasySphere:
    """Create and add a sphere to the chrono world 

    Args:
        system (WASystem): the system that manages the simulation
        rgb (tuple, optional): (red, green, blue). Defaults to (1, 0, 0) or red.

    Returns:
        chrono.ChBodyEasySphere: the sphere that was created
    """
    sphere = chrono.ChBodyEasySphere(0.25, 1000, True, False)
    sphere.SetBodyFixed(True)
    sphere.AddAsset(chrono.ChColorAsset(*rgb))

    texture = chrono.ChVisualMaterial()
    texture.SetDiffuseColor(chrono.ChVectorF(*rgb))
    chrono.CastToChVisualization(
        sphere.GetAssets()[0]).material_list.append(texture)

    system._system.Add(sphere)

    return sphere
def load_chrono_terrain_from_json(system: 'WAChronoSystem', filename: str):
    """Load a ChTerrain from a json specification file

    Args:
        filename (str): the relative path to a terrain json file
        system (WAChronoSystem): the chrono system used to handle the terrain

    Returns:
        ChTerrain: The loaded terrain
    """
    j = _load_json(filename)

    # Validate the json file
    _check_field(j, 'Terrain', field_type=dict)

    t = j['Terrain']
    _check_field(t, 'Input File', field_type=str)
    _check_field(t, 'Texture', field_type=str, optional=True)

    terrain = veh.RigidTerrain(system._system, chrono.GetChronoDataFile(t['Input File']))  # noqa

    # Add texture to the terrain, if desired
    if 'Texture' in t:
        texture_filename = chrono.GetChronoDataFile(t['Texture'])

        vis_mat = chrono.ChVisualMaterial()
        vis_mat.SetKdTexture(texture_filename)
        vis_mat.SetSpecularColor(chrono.ChVectorF(0.0, 0.0, 0.0))
        vis_mat.SetFresnelMin(0)
        vis_mat.SetFresnelMax(0.1)

        patch_asset = terrain.GetPatches()[0].GetGroundBody().GetAssets()[0]
        patch_visual_asset = chrono.CastToChVisualization(patch_asset)
        patch_visual_asset.material_list.append(vis_mat)

    return terrain
Пример #6
0
    def reset(self):
        n = 2 * np.random.randint(0, 4)
        b1 = 0
        b2 = 0
        r1 = n
        r2 = n
        r3 = n
        r4 = n
        r5 = n
        t1 = 0
        t2 = 0
        t3 = 0
        c = 0
        self.assets = AssetList(b1, b2, r1, r2, r3, r4, r5, t1, t2, t3, c)
        # Create systems
        self.system = chrono.ChSystemNSC()
        self.system.Set_G_acc(chrono.ChVectorD(0, 0, -9.81))
        self.system.SetSolverType(chrono.ChSolver.Type_BARZILAIBORWEIN)
        self.system.SetSolverMaxIterations(150)
        self.system.SetMaxPenetrationRecoverySpeed(4.0)

        # Create the terrain
        rigid_terrain = True
        self.terrain = veh.RigidTerrain(self.system)
        if rigid_terrain:
            patch_mat = chrono.ChMaterialSurfaceNSC()
            patch_mat.SetFriction(0.9)
            patch_mat.SetRestitution(0.01)
            patch = self.terrain.AddPatch(patch_mat, chrono.ChVectorD(0, 0, 0),
                                          chrono.ChVectorD(0, 0, 1),
                                          self.terrain_length * 1.5,
                                          self.terrain_width * 1.5)
        else:
            self.bitmap_file = os.path.dirname(
                os.path.realpath(__file__)) + "/../utils/height_map.bmp"
            self.bitmap_file_backup = os.path.dirname(
                os.path.realpath(__file__)) + "/../utils/height_map_backup.bmp"
            shape = (252, 252)
            generate_random_bitmap(shape=shape,
                                   resolutions=[(2, 2)],
                                   mappings=[(-1.5, 1.5)],
                                   file_name=self.bitmap_file)
            try:
                patch = self.terrain.AddPatch(
                    chrono.CSYSNORM,  # position
                    self.bitmap_file,  # heightmap file (.bmp)
                    "test",  # mesh name
                    self.terrain_length * 1.5,  # sizeX
                    self.terrain_width * 1.5,  # sizeY
                    self.min_terrain_height,  # hMin
                    self.max_terrain_height)  # hMax
            except Exception:
                print('Corrupt Bitmap File')
                patch = self.terrain.AddPatch(
                    chrono.CSYSNORM,  # position
                    self.bitmap_file_backup,  # heightmap file (.bmp)
                    "test",  # mesh name
                    self.terrain_length * 1.5,  # sizeX
                    self.terrain_width * 1.5,  # sizeY
                    self.min_terrain_height,  # hMin
                    self.max_terrain_height)  # hMax
        patch.SetTexture(veh.GetDataFile("terrain/textures/grass.jpg"), 200,
                         200)

        patch.SetColor(chrono.ChColor(0.8, 0.8, 0.5))
        self.terrain.Initialize()

        ground_body = patch.GetGroundBody()
        ground_asset = ground_body.GetAssets()[0]
        visual_asset = chrono.CastToChVisualization(ground_asset)
        visual_asset.SetStatic(True)
        vis_mat = chrono.ChVisualMaterial()
        vis_mat.SetKdTexture(veh.GetDataFile("terrain/textures/grass.jpg"))
        visual_asset.material_list.append(vis_mat)

        theta = random.random() * 2 * np.pi
        x, y = self.terrain_length * 0.5 * np.cos(
            theta), self.terrain_width * 0.5 * np.sin(theta)
        z = self.terrain.GetHeight(chrono.ChVectorD(x, y, 0)) + 0.25
        ang = np.pi + theta
        self.initLoc = chrono.ChVectorD(x, y, z)
        self.initRot = chrono.Q_from_AngZ(ang)

        self.vehicle = veh.Gator(self.system)
        self.vehicle.SetContactMethod(chrono.ChContactMethod_NSC)
        self.vehicle.SetChassisCollisionType(veh.ChassisCollisionType_NONE)
        self.vehicle.SetChassisFixed(False)
        self.m_inputs = veh.Inputs()
        self.vehicle.SetInitPosition(
            chrono.ChCoordsysD(self.initLoc, self.initRot))
        self.vehicle.SetTireType(veh.TireModelType_TMEASY)
        self.vehicle.SetTireStepSize(self.timestep)
        self.vehicle.Initialize()

        if self.play_mode:
            self.vehicle.SetChassisVisualizationType(
                veh.VisualizationType_MESH)
            self.vehicle.SetWheelVisualizationType(veh.VisualizationType_MESH)
            self.vehicle.SetTireVisualizationType(veh.VisualizationType_MESH)
        else:
            self.vehicle.SetChassisVisualizationType(
                veh.VisualizationType_PRIMITIVES)
            self.vehicle.SetWheelVisualizationType(
                veh.VisualizationType_PRIMITIVES)
            self.vehicle.SetTireVisualizationType(
                veh.VisualizationType_PRIMITIVES)
        self.vehicle.SetSuspensionVisualizationType(
            veh.VisualizationType_PRIMITIVES)
        self.vehicle.SetSteeringVisualizationType(
            veh.VisualizationType_PRIMITIVES)
        self.chassis_body = self.vehicle.GetChassisBody()
        # self.chassis_body.GetCollisionModel().ClearModel()
        # size = chrono.ChVectorD(3,2,0.2)
        # self.chassis_body.GetCollisionModel().AddBox(0.5 * size.x, 0.5 * size.y, 0.5 * size.z)
        # self.chassis_body.GetCollisionModel().BuildModel()
        self.chassis_collision_box = chrono.ChVectorD(3, 2, 0.2)

        # Driver
        self.driver = veh.ChDriver(self.vehicle.GetVehicle())

        # create goal
        # pi/4 ang displ
        delta_theta = (random.random() - 0.5) * 1.0 * np.pi
        gx, gy = self.terrain_length * 0.5 * np.cos(
            theta + np.pi +
            delta_theta), self.terrain_width * 0.5 * np.sin(theta + np.pi +
                                                            delta_theta)
        self.goal = chrono.ChVectorD(
            gx, gy,
            self.terrain.GetHeight(chrono.ChVectorD(gx, gy, 0)) + 1.0)

        i = 0
        while (self.goal - self.initLoc).Length() < 15:
            gx = random.random() * self.terrain_length - self.terrain_length / 2
            gy = random.random() * self.terrain_width - self.terrain_width / 2
            self.goal = chrono.ChVectorD(gx, gy, self.max_terrain_height + 1)
            if i > 100:
                print('Break')
                break
            i += 1

        # self.goal = chrono.ChVectorD(75, 0, 0)
        # Origin in Madison WI
        self.origin = chrono.ChVectorD(43.073268, -89.400636, 260.0)
        self.goal_coord = chrono.ChVectorD(self.goal)
        sens.Cartesian2GPS(self.goal_coord, self.origin)

        self.goal_sphere = chrono.ChBodyEasySphere(.55, 1000, True, False)
        self.goal_sphere.SetBodyFixed(True)

        sphere_asset = self.goal_sphere.GetAssets()[0]
        visual_asset = chrono.CastToChVisualization(sphere_asset)

        vis_mat = chrono.ChVisualMaterial()
        vis_mat.SetAmbientColor(chrono.ChVectorF(0, 0, 0))
        vis_mat.SetDiffuseColor(chrono.ChVectorF(.2, .2, .9))
        vis_mat.SetSpecularColor(chrono.ChVectorF(.9, .9, .9))

        visual_asset.material_list.append(vis_mat)
        visual_asset.SetStatic(True)

        self.goal_sphere.SetPos(self.goal)
        if self.play_mode:
            self.system.Add(self.goal_sphere)

        # create obstacles
        # start = t.time()
        self.assets.Clear()
        self.assets.RandomlyPositionAssets(self.system,
                                           self.initLoc,
                                           self.goal,
                                           self.terrain,
                                           self.terrain_length * 1.5,
                                           self.terrain_width * 1.5,
                                           should_scale=False)

        # Set the time response for steering and throttle inputs.
        # NOTE: this is not exact, since we do not render quite at the specified FPS.
        steering_time = 0.75
        # time to go from 0 to +1 (or from 0 to -1)
        throttle_time = .5
        # time to go from 0 to +1
        braking_time = 0.3
        # time to go from 0 to +1
        self.SteeringDelta = (self.timestep / steering_time)
        self.ThrottleDelta = (self.timestep / throttle_time)
        self.BrakingDelta = (self.timestep / braking_time)

        self.manager = sens.ChSensorManager(self.system)
        self.manager.scene.AddPointLight(chrono.ChVectorF(100, 100, 100),
                                         chrono.ChVectorF(1, 1, 1), 5000.0)
        self.manager.scene.AddPointLight(chrono.ChVectorF(-100, -100, 100),
                                         chrono.ChVectorF(1, 1, 1), 5000.0)
        # Let's not, for the moment, give a different scenario during test
        """
        if self.play_mode:
            self.manager.scene.GetBackground().has_texture = True;
            self.manager.scene.GetBackground().env_tex = "sensor/textures/qwantani_8k.hdr"
            self.manager.scene.GetBackground().has_changed = True;
        """
        # -----------------------------------------------------
        # Create a self.camera and add it to the sensor manager
        # -----------------------------------------------------
        #chrono.ChFrameD(chrono.ChVectorD(1.5, 0, .875), chrono.Q_from_AngAxis(0, chrono.ChVectorD(0, 1, 0))),
        self.camera = sens.ChCameraSensor(
            self.chassis_body,  # body camera is attached to
            20,  # scanning rate in Hz
            chrono.ChFrameD(
                chrono.ChVectorD(.65, 0, .75),
                chrono.Q_from_AngAxis(0, chrono.ChVectorD(0, 1, 0))),
            # offset pose
            self.camera_width,  # number of horizontal samples
            self.camera_height,  # number of vertical channels
            chrono.CH_C_PI / 2,  # horizontal field of view
            6  # supersampling factor
        )
        self.camera.SetName("Camera Sensor")
        self.camera.PushFilter(sens.ChFilterRGBA8Access())
        if self.play_mode:
            self.camera.PushFilter(
                sens.ChFilterVisualize(self.camera_width, self.camera_height,
                                       "RGB Camera"))
        self.manager.AddSensor(self.camera)

        # -----------------------------------------------------
        # Create a self.gps and add it to the sensor manager
        # -----------------------------------------------------
        gps_noise_none = sens.ChGPSNoiseNone()
        self.gps = sens.ChGPSSensor(
            self.chassis_body, 15,
            chrono.ChFrameD(
                chrono.ChVectorD(0, 0, 0),
                chrono.Q_from_AngAxis(0, chrono.ChVectorD(0, 1, 0))),
            self.origin, gps_noise_none)
        self.gps.SetName("GPS Sensor")
        self.gps.PushFilter(sens.ChFilterGPSAccess())
        self.manager.AddSensor(self.gps)

        # have to reconstruct scene because sensor loads in meshes separately (ask Asher)
        # start = t.time()
        if self.assets.GetNum() > 0:
            # self.assets.TransformAgain()
            # start = t.time()
            for asset in self.assets.assets:
                if len(asset.frames) > 0:
                    self.manager.AddInstancedStaticSceneMeshes(
                        asset.frames, asset.mesh.shape)
            # self.manager.ReconstructScenes()
            # self.manager.AddInstancedStaticSceneMeshes(self.assets.frames, self.assets.shapes)
            # self.manager.Update()
            # print('Reconstruction :: ', t.time() - start)

        self.old_dist = (self.goal - self.initLoc).Length()

        self.step_number = 0
        self.c_f = 0
        self.isdone = False
        self.render_setup = False
        self.dist0 = (self.goal - self.chassis_body.GetPos()).Length()
        if self.play_mode:
            self.render()

        # print(self.get_ob()[1])
        return self.get_ob()
Пример #7
0
    def reset(self):
        x_half_length = 90
        y_half_length = 40
        self.path = BezierPath(x_half_length, y_half_length, 0.5,
                               self.interval)
        pos, rot = self.path.getPosRot(self.path.current_t - self.interval)
        self.initLoc = chrono.ChVectorD(pos)
        self.initRot = chrono.ChQuaternionD(rot)

        self.vehicle = veh.HMMWV_Reduced()
        self.vehicle.SetContactMethod(chrono.ChContactMethod_NSC)
        self.surf_material = chrono.ChMaterialSurfaceNSC()
        self.vehicle.SetChassisCollisionType(
            veh.ChassisCollisionType_PRIMITIVES)

        self.vehicle.SetChassisFixed(False)
        self.vehicle.SetInitPosition(
            chrono.ChCoordsysD(self.initLoc, self.initRot))
        self.vehicle.SetPowertrainType(veh.PowertrainModelType_SHAFTS)
        self.vehicle.SetDriveType(veh.DrivelineType_AWD)
        # self.vehicle.SetSteeringType(veh.SteeringType_PITMAN_ARM)
        self.vehicle.SetTireType(veh.TireModelType_TMEASY)
        self.vehicle.SetTireStepSize(self.timestep)
        self.vehicle.Initialize()
        if self.play_mode == True:
            # self.vehicle.SetChassisVisualizationType(veh.VisualizationType_MESH)
            self.vehicle.SetChassisVisualizationType(
                veh.VisualizationType_PRIMITIVES)
            self.vehicle.SetWheelVisualizationType(veh.VisualizationType_MESH)
            self.vehicle.SetTireVisualizationType(veh.VisualizationType_MESH)
        else:
            self.vehicle.SetChassisVisualizationType(
                veh.VisualizationType_PRIMITIVES)
            self.vehicle.SetWheelVisualizationType(
                veh.VisualizationType_PRIMITIVES)
        self.vehicle.SetSuspensionVisualizationType(
            veh.VisualizationType_PRIMITIVES)
        self.vehicle.SetSteeringVisualizationType(
            veh.VisualizationType_PRIMITIVES)
        self.chassis_body = self.vehicle.GetChassisBody()
        self.chassis_body.GetCollisionModel().ClearModel()
        size = chrono.ChVectorD(3, 2, 0.2)
        self.chassis_body.GetCollisionModel().AddBox(self.surf_material,
                                                     0.5 * size.x,
                                                     0.5 * size.y,
                                                     0.5 * size.z)
        self.chassis_body.GetCollisionModel().BuildModel()
        self.m_inputs = veh.Inputs()
        self.system = self.vehicle.GetVehicle().GetSystem()
        self.manager = sens.ChSensorManager(self.system)
        self.manager.scene.AddPointLight(chrono.ChVectorF(100, 100, 100),
                                         chrono.ChVectorF(1, 1, 1), 5000.0)
        self.manager.scene.AddPointLight(chrono.ChVectorF(-100, -100, 100),
                                         chrono.ChVectorF(1, 1, 1), 5000.0)
        # Driver
        #self.driver = veh.ChDriver(self.vehicle.GetVehicle())

        self.terrain = veh.RigidTerrain(self.system)
        patch_mat = chrono.ChMaterialSurfaceNSC()
        patch_mat.SetFriction(0.9)
        patch_mat.SetRestitution(0.01)
        patch = self.terrain.AddPatch(patch_mat, chrono.ChVectorD(0, 0, 0),
                                      chrono.ChVectorD(0, 0, 1),
                                      self.terrainLength * 1.5,
                                      self.terrainWidth * 1.5)
        patch.SetTexture(veh.GetDataFile("terrain/textures/grass.jpg"), 200,
                         200)
        patch.SetColor(chrono.ChColor(0.8, 0.8, 0.5))
        self.terrain.Initialize()
        self.groundBody = patch.GetGroundBody()
        ground_asset = self.groundBody.GetAssets()[0]
        visual_asset = chrono.CastToChVisualization(ground_asset)
        vis_mat = chrono.ChVisualMaterial()
        vis_mat.SetKdTexture(veh.GetDataFile("terrain/textures/grass.jpg"))
        visual_asset.material_list.append(vis_mat)
        self.leaders.addLeaders(self.system, self.path)
        self.leader_box = self.leaders.getBBox()
        self.lead_pos = (self.chassis_body.GetPos() -
                         self.leaders[0].GetPos()).Length()
        # Add obstacles:
        self.obstacles = []
        self.placeObstacle(8)
        # for leader in self.leaders:

        # ------------------------------------------------
        # Create a self.camera and add it to the sensor manager
        # ------------------------------------------------
        self.camera = sens.ChCameraSensor(
            self.chassis_body,  # body camera is attached to
            10,  # scanning rate in Hz
            chrono.ChFrameD(chrono.ChVectorD(1.5, 0, .875)),
            # offset pose
            self.camera_width,  # number of horizontal samples
            self.camera_height,  # number of vertical channels
            chrono.CH_C_PI / 2,  # horizontal field of view
            6)
        self.camera.SetName("Camera Sensor")
        self.camera.PushFilter(sens.ChFilterRGBA8Access())
        self.manager.AddSensor(self.camera)
        # -----------------------------------------------------
        # Create a self.gps and add it to the sensor manager
        # -----------------------------------------------------
        gps_noise_none = sens.ChGPSNoiseNone()
        self.AgentGPS = sens.ChGPSSensor(
            self.chassis_body, 10,
            chrono.ChFrameD(
                chrono.ChVectorD(0, 0, 0),
                chrono.Q_from_AngAxis(0, chrono.ChVectorD(0, 1, 0))),
            self.origin, gps_noise_none)
        self.AgentGPS.SetName("AgentGPS Sensor")
        self.AgentGPS.PushFilter(sens.ChFilterGPSAccess())
        self.manager.AddSensor(self.AgentGPS)
        ### Target GPS
        self.TargetGPS = sens.ChGPSSensor(
            self.leaders[0], 10,
            chrono.ChFrameD(
                chrono.ChVectorD(0, 0, 0),
                chrono.Q_from_AngAxis(0, chrono.ChVectorD(0, 1, 0))),
            self.origin, gps_noise_none)
        self.TargetGPS.SetName("TargetGPS Sensor")
        self.TargetGPS.PushFilter(sens.ChFilterGPSAccess())
        self.manager.AddSensor(self.TargetGPS)

        self.step_number = 0
        self.num_frames = 0
        self.num_updates = 0
        self.c_f = 0
        self.old_ac = [0, 0]
        self.isdone = False
        self.render_setup = False
        if self.play_mode:
            self.render()

        return self.get_ob()
Пример #8
0
    def reset(self):
        self.generate_track()

        self.vehicle = veh.Sedan()
        self.vehicle.SetContactMethod(chrono.ChMaterialSurface.NSC)
        self.vehicle.SetChassisCollisionType(veh.ChassisCollisionType_NONE)
        self.vehicle.SetChassisFixed(False)
        self.vehicle.SetInitPosition(
            chrono.ChCoordsysD(self.initLoc, self.initRot))
        self.vehicle.SetTireType(veh.TireModelType_RIGID)
        self.vehicle.SetTireStepSize(self.timestep)
        self.vehicle.Initialize()

        self.vehicle.SetChassisVisualizationType(
            veh.VisualizationType_PRIMITIVES)
        self.vehicle.SetWheelVisualizationType(
            veh.VisualizationType_PRIMITIVES)
        self.vehicle.SetSuspensionVisualizationType(
            veh.VisualizationType_PRIMITIVES)
        self.vehicle.SetSteeringVisualizationType(
            veh.VisualizationType_PRIMITIVES)
        self.vehicle.SetTireVisualizationType(veh.VisualizationType_PRIMITIVES)
        self.system = self.vehicle.GetSystem()
        self.chassis_body = self.vehicle.GetChassisBody()

        # Create contact model
        self.chassis_body.GetCollisionModel().ClearModel()
        size = chrono.ChVectorD(3, 2, 0.2)
        self.chassis_body.GetCollisionModel().AddBox(0.5 * size.x,
                                                     0.5 * size.y,
                                                     0.5 * size.z)
        self.chassis_body.GetCollisionModel().BuildModel()

        # Driver
        self.driver = Driver(self.vehicle.GetVehicle())

        # Throttle controller
        #self.throttle_controller = PIDThrottleController()
        #self.throttle_controller.SetGains(Kp=0.4, Ki=0, Kd=0)
        #self.throttle_controller.SetTargetSpeed(speed=self.target_speed)

        # Rigid terrain
        self.terrain = veh.RigidTerrain(self.system)
        patch = self.terrain.AddPatch(
            chrono.ChCoordsysD(chrono.ChVectorD(0, 0, self.terrainHeight - 5),
                               chrono.QUNIT),
            chrono.ChVectorD(self.terrainLength, self.terrainWidth, 10))
        patch.SetContactFrictionCoefficient(0.9)
        patch.SetContactRestitutionCoefficient(0.01)
        patch.SetContactMaterialProperties(2e7, 0.3)
        patch.SetTexture(veh.GetDataFile("terrain/textures/tile4.jpg"), 200,
                         200)
        patch.SetColor(chrono.ChColor(0.8, 0.8, 0.5))
        self.terrain.Initialize()

        ground_body = patch.GetGroundBody()
        ground_asset = ground_body.GetAssets()[0]
        visual_asset = chrono.CastToChVisualization(ground_asset)
        vis_mat = chrono.ChVisualMaterial()
        vis_mat.SetKdTexture(chrono.GetChronoDataFile("concrete.jpg"))
        visual_asset.material_list.append(vis_mat)

        # create barriers
        self.barriers = []
        self.DrawBarriers(self.track.left.points)
        self.DrawBarriers(self.track.right.points)

        # Set the time response for steering and throttle inputs.
        # NOTE: this is not exact, since we do not render quite at the specified FPS.
        steering_time = 0.5
        # time to go from 0 to +1 (or from 0 to -1)
        throttle_time = 0.5
        # time to go from 0 to +1
        braking_time = 0.3
        # time to go from 0 to +1
        self.driver.SetSteeringDelta(self.timestep / steering_time)
        self.driver.SetThrottleDelta(self.timestep / throttle_time)
        self.driver.SetBrakingDelta(self.timestep / braking_time)

        self.manager = sens.ChSensorManager(self.system)
        self.manager.scene.AddPointLight(chrono.ChVectorF(100, 100, 100),
                                         chrono.ChVectorF(1, 1, 1), 500.0)
        self.manager.scene.AddPointLight(chrono.ChVectorF(-100, -100, 100),
                                         chrono.ChVectorF(1, 1, 1), 500.0)

        # -----------------------------------------------------
        # Create a self.camera and add it to the sensor manager
        # -----------------------------------------------------
        self.camera = sens.ChCameraSensor(
            self.chassis_body,  # body camera is attached to
            50,  # scanning rate in Hz
            chrono.ChFrameD(
                chrono.ChVectorD(1.5, 0, .875),
                chrono.Q_from_AngAxis(0, chrono.ChVectorD(0, 1, 0))),
            # offset pose
            self.camera_width,  # number of horizontal samples
            self.camera_height,  # number of vertical channels
            chrono.CH_C_PI / 2,  # horizontal field of view
            (self.camera_height / self.camera_width) * chrono.CH_C_PI /
            3.  # vertical field of view
        )
        self.camera.SetName("Camera Sensor")
        self.camera.FilterList().append(sens.ChFilterRGBA8Access())
        self.manager.AddSensor(self.camera)

        self.old_dist = self.track.center.calcDistance(
            self.chassis_body.GetPos())

        self.step_number = 0
        self.c_f = 0
        self.isdone = False
        self.render_setup = False
        if self.play_mode:
            self.render()

        return self.get_ob()
Пример #9
0
    def __init__(self, step_size, sys, irrlicht=False, terrain_type='json', height=-0.5, width=300, length=300):
        # Chrono parameters
        self.step_size = step_size
        self.irrlicht = irrlicht
        self.step_number = 0

        # Rigid terrain dimensions
        self.height = height
        self.length = length  # size in X direction
        self.width = width  # size in Y direction

        self.sys = sys

        if terrain_type == 'json':
            import os
            # JSON files for terrain
            self.rigidterrain_file = veh.GetDataPath() + os.path.join('terrain', 'RigidPlane.json')
            checkFile(self.rigidterrain_file)

            # Create the ground
            self.terrain = veh.RigidTerrain(self.sys, self.rigidterrain_file)

        elif terrain_type == 'concrete':
            # Create the terrain
            self.terrain = veh.RigidTerrain(self.sys)
            patch = self.terrain.AddPatch(chrono.ChCoordsysD(chrono.ChVectorD(0, 0, self.height - 5), chrono.QUNIT),
                                     chrono.ChVectorD(self.width, self.length, 10))

            patch.SetContactFrictionCoefficient(0.9)
            patch.SetContactRestitutionCoefficient(0.01)
            patch.SetContactMaterialProperties(2e7, 0.3)
            patch.SetTexture(chrono.GetChronoDataFile("concrete.jpg"), self.length, self.width)
            patch.SetColor(chrono.ChColor(0.8, 0.8, 0.5))
            self.terrain.Initialize()

            try:
                ground_body = patch.GetGroundBody()
                ground_asset = ground_body.GetAssets()[0]
                visual_asset = chrono.CastToChVisualization(ground_asset)
                vis_mat = chrono.ChVisualMaterial()
                vis_mat.SetKdTexture(chrono.GetChronoDataFile("concrete.jpg"))
                vis_mat.SetFresnelMax(0);
                visual_asset.material_list.append(vis_mat)
            except:
                print("Not Visual Material")

        elif terrain_type == 'hallway':
            y_max = 5.65
            x_max = 23
            offset = chrono.ChVectorD(-x_max/2, -y_max/2, .21)
            offsetF = chrono.ChVectorF(offset.x, offset.y, offset.z)

            self.terrain = veh.RigidTerrain(self.sys)
            coord_sys = chrono.ChCoordsysD(offset, chrono.ChQuaternionD(1,0,0,0))
            patch = self.terrain.AddPatch(coord_sys, chrono.GetChronoDataFile("sensor/textures/hallway.obj"), "mesh", 0.01, False)


            vis_mesh = chrono.ChTriangleMeshConnected()
            vis_mesh.LoadWavefrontMesh(chrono.GetChronoDataFile("sensor/textures/hallway.obj"), True, True)

            trimesh_shape = chrono.ChTriangleMeshShape()
            trimesh_shape.SetMesh(vis_mesh)
            trimesh_shape.SetName("mesh_name")
            trimesh_shape.SetStatic(True)

            patch.GetGroundBody().AddAsset(trimesh_shape)

            patch.SetContactFrictionCoefficient(0.9)
            patch.SetContactRestitutionCoefficient(0.01)
            patch.SetContactMaterialProperties(2e7, 0.3)

            self.terrain.Initialize()
    def reset(self):
        del self.manager
        material = chrono.ChMaterialSurfaceNSC()
        self.vehicle = veh.HMMWV_Reduced()
        self.vehicle.SetContactMethod(chrono.ChContactMethod_NSC)
        self.vehicle.SetChassisCollisionType(
            veh.ChassisCollisionType_PRIMITIVES)

        self.vehicle.SetChassisFixed(False)
        self.vehicle.SetInitPosition(
            chrono.ChCoordsysD(self.initLoc, self.initRot))
        self.vehicle.SetPowertrainType(veh.PowertrainModelType_SHAFTS)
        self.vehicle.SetDriveType(veh.DrivelineType_AWD)
        #self.vehicle.SetSteeringType(veh.SteeringType_PITMAN_ARM)
        self.vehicle.SetTireType(veh.TireModelType_TMEASY)
        self.vehicle.SetTireStepSize(self.timestep)
        self.vehicle.Initialize()

        #self.vehicle.SetStepsize(self.timestep)
        if self.play_mode == True:
            self.vehicle.SetChassisVisualizationType(
                veh.VisualizationType_MESH)
            self.vehicle.SetWheelVisualizationType(veh.VisualizationType_MESH)
            self.vehicle.SetTireVisualizationType(veh.VisualizationType_MESH)
        else:
            self.vehicle.SetChassisVisualizationType(
                veh.VisualizationType_PRIMITIVES)
            self.vehicle.SetWheelVisualizationType(
                veh.VisualizationType_PRIMITIVES)
        self.vehicle.SetSuspensionVisualizationType(
            veh.VisualizationType_PRIMITIVES)
        self.vehicle.SetSteeringVisualizationType(
            veh.VisualizationType_PRIMITIVES)
        self.chassis_body = self.vehicle.GetChassisBody()
        self.chassis_body.GetCollisionModel().ClearModel()
        size = chrono.ChVectorD(3, 2, 0.2)
        self.chassis_body.GetCollisionModel().AddBox(material, 0.5 * size.x,
                                                     0.5 * size.y,
                                                     0.5 * size.z)
        self.chassis_body.GetCollisionModel().BuildModel()

        # Driver
        self.driver = veh.ChDriver(self.vehicle.GetVehicle())

        # Rigid terrain
        self.system = self.vehicle.GetSystem()
        self.terrain = veh.RigidTerrain(self.system)
        patch = self.terrain.AddPatch(
            material, chrono.ChVectorD(0, 0, self.terrainHeight - .5),
            chrono.VECT_Z, self.terrainLength, self.terrainWidth, 10)
        material.SetFriction(0.9)
        material.SetRestitution(0.01)
        #patch.SetContactMaterialProperties(2e7, 0.3)
        patch.SetTexture(veh.GetDataFile("terrain/textures/tile4.jpg"), 200,
                         200)
        patch.SetColor(chrono.ChColor(0.8, 0.8, 0.5))
        self.terrain.Initialize()

        ground_body = patch.GetGroundBody()
        ground_asset = ground_body.GetAssets()[0]
        visual_asset = chrono.CastToChVisualization(ground_asset)
        vis_mat = chrono.ChVisualMaterial()
        vis_mat.SetKdTexture(chrono.GetChronoDataFile("concrete.jpg"))
        visual_asset.material_list.append(vis_mat)

        # create obstacles
        self.boxes = []
        for i in range(3):
            box = chrono.ChBodyEasyBox(2, 2, 10, 1000, True, True)
            box.SetPos(
                chrono.ChVectorD(25 + 25 * i,
                                 (np.random.rand(1)[0] - 0.5) * 10, .05))
            box.SetBodyFixed(True)
            box_asset = box.GetAssets()[0]
            visual_asset = chrono.CastToChVisualization(box_asset)

            vis_mat = chrono.ChVisualMaterial()
            vis_mat.SetAmbientColor(chrono.ChVectorF(0, 0, 0))
            vis_mat.SetDiffuseColor(chrono.ChVectorF(.2, .2, .9))
            vis_mat.SetSpecularColor(chrono.ChVectorF(.9, .9, .9))

            visual_asset.material_list.append(vis_mat)
            visual_asset.SetStatic(True)
            self.boxes.append(box)
            self.system.Add(box)

        # Set the time response for steering and throttle inputs.
        # NOTE: this is not exact, since we do not render quite at the specified FPS.
        steering_time = 1.0
        # time to go from 0 to +1 (or from 0 to -1)
        throttle_time = .5
        # time to go from 0 to +1
        braking_time = 0.3
        # time to go from 0 to +1
        self.SteeringDelta = (self.timestep / steering_time)
        self.ThrottleDelta = (self.timestep / throttle_time)
        self.BrakingDelta = (self.timestep / braking_time)

        self.manager = sens.ChSensorManager(self.system)
        self.manager.scene.AddPointLight(chrono.ChVectorF(100, 100, 100),
                                         chrono.ChVectorF(1, 1, 1), 4000.0)
        self.manager.scene.AddPointLight(chrono.ChVectorF(-100, -100, 100),
                                         chrono.ChVectorF(1, 1, 1), 4000.0)
        # ------------------------------------------------
        # Create a self.camera and add it to the sensor manager
        # ------------------------------------------------
        self.camera = sens.ChCameraSensor(
            self.chassis_body,  # body camera is attached to
            50,  # scanning rate in Hz
            chrono.ChFrameD(chrono.ChVectorD(1.5, 0, .875)),
            # offset pose
            self.camera_width,  # number of horizontal samples
            self.camera_height,  # number of vertical channels
            chrono.CH_C_PI / 3,  # horizontal field of view
            #(self.camera_height / self.camera_width) * chrono.CH_C_PI / 3.  # vertical field of view
        )
        self.camera.SetName("Camera Sensor")
        self.camera.PushFilter(sens.ChFilterRGBA8Access())
        self.manager.AddSensor(self.camera)
        # -----------------------------------------------------------------
        # Create a filter graph for post-processing the data from the lidar
        # -----------------------------------------------------------------

        self.d_old = np.linalg.norm(self.Xtarg + self.Ytarg)
        self.step_number = 0
        self.c_f = 0
        self.isdone = False
        self.render_setup = False
        if self.play_mode:
            self.render()

        return self.get_ob()
Пример #11
0
def main():
    print("Copyright (c) 2017 projectchrono.org" + "\n\n")

    # Create systems

    #  Create the HMMWV vehicle, set parameters, and initialize
    my_hmmwv = veh.HMMWV_Full()
    my_hmmwv.SetContactMethod(contact_method)
    my_hmmwv.SetChassisCollisionType(chassis_collision_type)
    my_hmmwv.SetChassisFixed(False)
    my_hmmwv.SetInitPosition(chrono.ChCoordsysD(initLoc, initRot))
    my_hmmwv.SetPowertrainType(powertrain_model)
    my_hmmwv.SetDriveType(drive_type)
    my_hmmwv.SetSteeringType(steering_type)
    my_hmmwv.SetTireType(tire_model)
    my_hmmwv.SetTireStepSize(tire_step_size)
    my_hmmwv.Initialize()

    my_hmmwv.SetChassisVisualizationType(chassis_vis_type)
    my_hmmwv.SetSuspensionVisualizationType(suspension_vis_type)
    my_hmmwv.SetSteeringVisualizationType(steering_vis_type)
    my_hmmwv.SetWheelVisualizationType(wheel_vis_type)
    my_hmmwv.SetTireVisualizationType(tire_vis_type)

    # Create the terrain

    terrain = veh.RigidTerrain(my_hmmwv.GetSystem())
    if (contact_method == chrono.ChContactMethod_NSC):
        patch_mat = chrono.ChMaterialSurfaceNSC()
        patch_mat.SetFriction(0.9)
        patch_mat.SetRestitution(0.01)
    elif (contact_method == chrono.ChContactMethod_SMC):
        patch_mat = chrono.ChMaterialSurfaceSMC()
        patch_mat.SetFriction(0.9)
        patch_mat.SetRestitution(0.01)
        patch_mat.SetYoungModulus(2e7)
    patch = terrain.AddPatch(patch_mat, chrono.ChVectorD(0, 0, 0),
                             chrono.ChVectorD(0, 0, 1), terrainLength,
                             terrainWidth)
    patch.SetTexture(veh.GetDataFile("terrain/textures/tile4.jpg"), 200, 200)
    patch.SetColor(chrono.ChColor(0.8, 0.8, 0.5))
    terrain.Initialize()

    # Create the vehicle Irrlicht interface
    app = veh.ChWheeledVehicleIrrApp(my_hmmwv.GetVehicle(), 'HMMWV',
                                     irr.dimension2du(1000, 800))

    app.SetSkyBox()
    app.AddTypicalLights(irr.vector3df(30, -30, 100),
                         irr.vector3df(30, 50, 100), 250, 130)
    app.AddTypicalLogo(chrono.GetChronoDataFile('logo_pychrono_alpha.png'))
    app.SetChaseCamera(trackPoint, 6.0, 0.5)
    app.SetTimestep(step_size)
    app.AssetBindAll()
    app.AssetUpdateAll()

    # Initialize output

    try:
        os.mkdir(out_dir)
    except:
        print("Error creating directory ")

    # Set up vehicle output
    my_hmmwv.GetVehicle().SetChassisOutput(True)
    my_hmmwv.GetVehicle().SetSuspensionOutput(0, True)
    my_hmmwv.GetVehicle().SetSteeringOutput(0, True)
    my_hmmwv.GetVehicle().SetOutput(veh.ChVehicleOutput.ASCII, out_dir,
                                    "output", 0.1)

    # Generate JSON information with available output channels
    my_hmmwv.GetVehicle().ExportComponentList(out_dir + "/component_list.json")

    # Create the interactive driver system
    driver = veh.ChIrrGuiDriver(app)

    # Set the time response for steering and throttle keyboard inputs.
    steering_time = 1.0  # time to go from 0 to +1 (or from 0 to -1)
    throttle_time = 1.0  # time to go from 0 to +1
    braking_time = 0.3  # time to go from 0 to +1
    driver.SetSteeringDelta(render_step_size / steering_time)
    driver.SetThrottleDelta(render_step_size / throttle_time)
    driver.SetBrakingDelta(render_step_size / braking_time)

    driver.Initialize()

    # Simulation loop

    # Number of simulation steps between miscellaneous events
    render_steps = m.ceil(render_step_size / step_size)
    debug_steps = m.ceil(debug_step_size / step_size)

    # Initialize simulation frame counter and simulation time
    step_number = 0
    render_frame = 0

    if (contact_vis):
        app.SetSymbolscale(1e-4)
        # app.SetContactsDrawMode(irr.eCh_ContactsDrawMode::CONTACT_FORCES);

    # ---------------------------------------------
    # Create a sensor manager and add a point light
    # ---------------------------------------------
    manager = sens.ChSensorManager(my_hmmwv.GetSystem())
    manager.scene.AddPointLight(chrono.ChVectorF(0, 0, 100),
                                chrono.ChVectorF(2, 2, 2), 5000)
    manager.SetKeyframeSizeFromTimeStep(.001, 1 / 5)

    # ------------------------------------------------
    # Create a camera and add it to the sensor manager
    # ------------------------------------------------
    fov = 1.408
    lag = 0
    update_rate = 5
    exposure_time = 1 / update_rate
    offset_pose = chrono.ChFrameD(chrono.ChVectorD(-5, 0, 2))
    cam = sens.ChCameraSensor(
        my_hmmwv.GetChassisBody(),  # body camera is attached to
        update_rate,  # update rate in Hz
        offset_pose,  # offset pose
        image_width,  # image width
        image_height,  # image height
        fov  # camera's horizontal field of view
    )
    cam.SetName("Camera Sensor")
    # cam.SetLag(0);
    # cam.SetCollectionWindow(0);

    # Visualizes the image
    if vis:
        cam.PushFilter(
            sens.ChFilterVisualize(image_width, image_height, "HMMWV Camera"))

    # Save the current image to a png file at the specified path
    if save:
        cam.PushFilter(sens.ChFilterSave(out_dir + "cam/"))

    # Add a camera to a sensor manager
    manager.AddSensor(cam)

    # ----------------------------------------------
    # Create an IMU sensor and add it to the manager
    # ----------------------------------------------
    offset_pose = chrono.ChFrameD(
        chrono.ChVectorD(-8, 0, 1),
        chrono.Q_from_AngAxis(0, chrono.ChVectorD(0, 1, 0)))
    imu = sens.ChIMUSensor(
        my_hmmwv.GetChassisBody(),  # body imu is attached to
        imu_update_rate,  # update rate in Hz
        offset_pose,  # offset pose
        imu_noise_none  # noise model
    )
    imu.SetName("IMU Sensor")
    imu.SetLag(imu_lag)
    imu.SetCollectionWindow(imu_collection_time)

    # Provides the host access to the imu data
    imu.PushFilter(sens.ChFilterIMUAccess())

    # Add the imu to the sensor manager
    manager.AddSensor(imu)

    # ----------------------------------------------
    # Create an GPS sensor and add it to the manager
    # ----------------------------------------------
    offset_pose = chrono.ChFrameD(
        chrono.ChVectorD(-8, 0, 1),
        chrono.Q_from_AngAxis(0, chrono.ChVectorD(0, 1, 0)))
    gps = sens.ChGPSSensor(
        my_hmmwv.GetChassisBody(),  # body imu is attached to
        gps_update_rate,  # update rate in Hz
        offset_pose,  # offset pose
        gps_reference,
        gps_noise_none  # noise model
    )
    gps.SetName("GPS Sensor")
    gps.SetLag(gps_lag)
    gps.SetCollectionWindow(gps_collection_time)

    # Provides the host access to the gps data
    gps.PushFilter(sens.ChFilterGPSAccess())

    # Add the gps to the sensor manager
    manager.AddSensor(gps)

    realtime_timer = chrono.ChRealtimeStepTimer()
    while (app.GetDevice().run()):
        time = my_hmmwv.GetSystem().GetChTime()

        #End simulation
        if (time >= t_end):
            break

        if (step_number % render_steps == 0):
            app.BeginScene(True, True, irr.SColor(255, 140, 161, 192))
            app.DrawAll()
            app.EndScene()

        #Debug logging
        if (debug_output and step_number % debug_steps == 0):
            print("\n\n============ System Information ============\n")
            print("Time = " << time << "\n\n")
            #my_hmmwv.DebugLog(OUT_SPRINGS | OUT_SHOCKS | OUT_CONSTRAINTS)

            marker_driver = my_hmmwv.GetChassis().GetMarkers()[0].GetAbsCoord(
            ).pos
            marker_com = my_hmmwv.GetChassis().GetMarkers()[1].GetAbsCoord(
            ).pos
            print("Markers\n")
            print("  Driver loc:      ", marker_driver.x, " ", marker_driver.y,
                  " ", marker_driver.z)
            print("  Chassis COM loc: ", marker_com.x, " ", marker_com.y, " ",
                  marker_com.z)

        # Get driver inputs
        driver_inputs = driver.GetInputs()

        # Update modules (process inputs from other modules)
        driver.Synchronize(time)
        terrain.Synchronize(time)
        my_hmmwv.Synchronize(time, driver_inputs, terrain)
        app.Synchronize(driver.GetInputModeAsString(), driver_inputs)

        # Advance simulation for one timestep for all modules
        driver.Advance(step_size)
        terrain.Advance(step_size)
        my_hmmwv.Advance(step_size)
        app.Advance(step_size)

        # Update sensor manager
        # Will render/save/filter automatically
        manager.Update()

        # Increment frame number
        step_number += 1

        # Spin in place for real time to catch up
        realtime_timer.Spin(step_size)

    return 0
Пример #12
0
    def reset(self):
        self.generate_track(starting_index=350, z=.40)

        self.vehicle = veh.RCCar()
        self.vehicle.SetContactMethod(chrono.ChMaterialSurface.NSC)
        self.vehicle.SetChassisCollisionType(veh.ChassisCollisionType_NONE)

        self.vehicle.SetChassisFixed(False)
        self.vehicle.SetInitPosition(
            chrono.ChCoordsysD(self.initLoc, self.initRot))
        self.vehicle.SetTireType(veh.TireModelType_RIGID)
        self.vehicle.SetTireStepSize(self.timestep)
        self.vehicle.Initialize()

        self.vehicle.SetChassisVisualizationType(
            veh.VisualizationType_PRIMITIVES)
        self.vehicle.SetWheelVisualizationType(
            veh.VisualizationType_PRIMITIVES)
        self.vehicle.SetSuspensionVisualizationType(
            veh.VisualizationType_PRIMITIVES)
        self.vehicle.SetSteeringVisualizationType(
            veh.VisualizationType_PRIMITIVES)
        self.vehicle.SetTireVisualizationType(veh.VisualizationType_PRIMITIVES)
        self.chassis_body = self.vehicle.GetChassisBody()
        self.system = self.vehicle.GetVehicle().GetSystem()

        # Driver
        self.driver = Driver(self.vehicle.GetVehicle())

        # Set the time response for steering and throttle inputs.
        # NOTE: this is not exact, since we do not render quite at the specified FPS.
        steering_time = .65
        # time to go from 0 to +1 (or from 0 to -1)
        throttle_time = .5
        # time to go from 0 to +1
        braking_time = 0.3
        # time to go from 0 to +1
        self.driver.SetSteeringDelta(self.timestep / steering_time)
        self.driver.SetThrottleDelta(self.timestep / throttle_time)
        self.driver.SetBrakingDelta(self.timestep / braking_time)

        # Longitudinal controller (throttle and braking)
        self.long_controller = PIDLongitudinalController(
            self.vehicle, self.driver)
        self.long_controller.SetGains(Kp=0.4, Ki=0, Kd=0)
        self.long_controller.SetTargetSpeed(speed=self.target_speed)

        # Mesh hallway
        y_max = 5.65
        x_max = 23
        offset = chrono.ChVectorD(-x_max / 2, -y_max / 2, .21)
        offsetF = chrono.ChVectorF(offset.x, offset.y, offset.z)

        self.terrain = veh.RigidTerrain(self.system)
        coord_sys = chrono.ChCoordsysD(offset,
                                       chrono.ChQuaternionD(1, 0, 0, 0))
        patch = self.terrain.AddPatch(
            coord_sys,
            chrono.GetChronoDataFile("sensor/textures/hallway_contact.obj"),
            "mesh", 0.01, False)

        vis_mesh = chrono.ChTriangleMeshConnected()
        vis_mesh.LoadWavefrontMesh(
            chrono.GetChronoDataFile("sensor/textures/hallway.obj"), True,
            True)

        trimesh_shape = chrono.ChTriangleMeshShape()
        trimesh_shape.SetMesh(vis_mesh)
        trimesh_shape.SetName("mesh_name")
        trimesh_shape.SetStatic(True)

        patch.GetGroundBody().AddAsset(trimesh_shape)

        patch.SetContactFrictionCoefficient(0.9)
        patch.SetContactRestitutionCoefficient(0.01)
        patch.SetContactMaterialProperties(2e7, 0.3)

        self.terrain.Initialize()
        f = 0
        start_light = 0
        end_light = 8
        self.manager = sens.ChSensorManager(self.system)
        for i in range(8):
            f += 3
            if i < start_light or i > end_light:
                continue
            self.manager.scene.AddPointLight(
                chrono.ChVectorF(f, 1.25, 2.3) + offsetF,
                chrono.ChVectorF(1, 1, 1), 5)
            self.manager.scene.AddPointLight(
                chrono.ChVectorF(f, 3.75, 2.3) + offsetF,
                chrono.ChVectorF(1, 1, 1), 5)

        # -----------------------------------------------------
        # Create a self.camera and add it to the sensor manager
        # -----------------------------------------------------
        self.camera = sens.ChCameraSensor(
            self.chassis_body,  # body camera is attached to
            50,  # scanning rate in Hz
            chrono.ChFrameD(
                chrono.ChVectorD(-.075, 0, .15),
                chrono.Q_from_AngAxis(0, chrono.ChVectorD(0, 1, 0))),
            # offset pose
            self.camera_width,  # number of horizontal samples
            self.camera_height,  # number of vertical channels
            chrono.CH_C_PI / 2,  # horizontal field of view
            (self.camera_height / self.camera_width) * chrono.CH_C_PI /
            3.  # vertical field of view
        )
        self.camera.SetName("Camera Sensor")
        self.camera.FilterList().append(sens.ChFilterRGBA8Access())
        self.manager.AddSensor(self.camera)

        # create obstacles
        self.cones = []
        self.DrawCones(self.track.left.points, 'green', z=.31)
        self.DrawCones(self.track.right.points, 'red', z=.31)

        self.old_dist = self.track.center.calcDistance(
            self.chassis_body.GetPos())

        self.step_number = 0

        self.isdone = False
        self.render_setup = False
        if self.play_mode:
            self.render()

        return self.get_ob()