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@ -21,9 +21,11 @@ MIN_OKAY_WINDOW_SEC = 25.0 |
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MIN_RECOVERY_BUFFER_SEC = 2.0 |
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MIN_VEGO = 15.0 |
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MIN_ABS_YAW_RATE = np.radians(1.0) |
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MAX_YAW_RATE_SANITY_CHECK = 1.0 # rad/s |
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MAX_YAW_RATE_SANITY_CHECK = 1.0 |
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MIN_NCC = 0.95 |
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MAX_LAG = 1.0 |
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MAX_LAT_ACCEL = 2.0 |
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MAX_LAT_ACCEL_DIFF = 0.5 |
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def masked_normalized_cross_correlation(expected_sig: np.ndarray, actual_sig: np.ndarray, mask: np.ndarray, n: int): |
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@ -140,7 +142,7 @@ class LateralLagEstimator: |
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def __init__(self, CP: car.CarParams, dt: float, |
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block_count: int = BLOCK_NUM, min_valid_block_count: int = BLOCK_NUM_NEEDED, block_size: int = BLOCK_SIZE, |
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window_sec: float = MOVING_WINDOW_SEC, okay_window_sec: float = MIN_OKAY_WINDOW_SEC, min_recovery_buffer_sec: float = MIN_RECOVERY_BUFFER_SEC, |
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min_vego: float = MIN_VEGO, min_yr: float = MIN_ABS_YAW_RATE, min_ncc: float = MIN_NCC): |
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min_vego: float = MIN_VEGO, min_yr: float = MIN_ABS_YAW_RATE, min_ncc: float = MIN_NCC, max_lat_accel: float = MAX_LAT_ACCEL, max_lat_accel_diff: float = MAX_LAT_ACCEL_DIFF): |
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self.dt = dt |
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self.window_sec = window_sec |
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self.okay_window_sec = okay_window_sec |
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@ -152,6 +154,8 @@ class LateralLagEstimator: |
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self.min_vego = min_vego |
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self.min_yr = min_yr |
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self.min_ncc = min_ncc |
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self.max_lat_accel = max_lat_accel |
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self.max_lat_accel_diff = max_lat_accel_diff |
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self.t = 0.0 |
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self.lat_active = False |
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@ -245,7 +249,7 @@ class LateralLagEstimator: |
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) |
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calib_valid = self.calibrator.calib_valid |
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sensors_valid = self.pose_valid and np.abs(self.yaw_rate) < MAX_YAW_RATE_SANITY_CHECK and self.yaw_rate_std < MAX_YAW_RATE_SANITY_CHECK |
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la_valid = np.abs(la_actual_pose) < 2.0 and np.abs(la_desired - la_actual_pose) < 0.5 |
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la_valid = np.abs(la_actual_pose) <= self.max_lat_accel and np.abs(la_desired - la_actual_pose) <= self.max_lat_accel_diff |
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okay = self.lat_active and not self.steering_pressed and not self.steering_saturated and \ |
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fast and turning and has_recovered and calib_valid and sensors_valid and la_valid |
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