|  |  |  | @ -23,17 +23,17 @@ class ParamsLearner: | 
			
		
	
		
			
				
					|  |  |  |  |   def handle_log(self, t, which, msg): | 
			
		
	
		
			
				
					|  |  |  |  |     if which == 'liveLocationKalman': | 
			
		
	
		
			
				
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					|  |  |  |  |       v_device = msg.velocityDevice.value | 
			
		
	
		
			
				
					|  |  |  |  |       # v_device_std = msg.velocityDevice.std | 
			
		
	
		
			
				
					|  |  |  |  |       self.speed = v_device[0] | 
			
		
	
		
			
				
					|  |  |  |  |       v_calibrated = msg.velocityCalibrated.value | 
			
		
	
		
			
				
					|  |  |  |  |       # v_calibrated_std = msg.velocityCalibrated.std | 
			
		
	
		
			
				
					|  |  |  |  |       self.speed = v_calibrated[0] | 
			
		
	
		
			
				
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					|  |  |  |  |       yaw_rate = msg.angularVelocityDevice.value[2] | 
			
		
	
		
			
				
					|  |  |  |  |       # yaw_rate_std = msg.angularVelocityDevice.std[2] | 
			
		
	
		
			
				
					|  |  |  |  |       yaw_rate = msg.angularVelocityCalibrated.value[2] | 
			
		
	
		
			
				
					|  |  |  |  |       # yaw_rate_std = msg.angularVelocityCalibrated.std[2] | 
			
		
	
		
			
				
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					|  |  |  |  |       self.update_active() | 
			
		
	
		
			
				
					|  |  |  |  |       if self.active: | 
			
		
	
		
			
				
					|  |  |  |  |         self.kf.predict_and_observe(t, ObservationKind.ROAD_FRAME_YAW_RATE, [-yaw_rate]) | 
			
		
	
		
			
				
					|  |  |  |  |         self.kf.predict_and_observe(t, ObservationKind.ROAD_FRAME_XY_SPEED, [[v_device[0], -v_device[1]]]) | 
			
		
	
		
			
				
					|  |  |  |  |         self.kf.predict_and_observe(t, ObservationKind.ROAD_FRAME_XY_SPEED, [[v_calibrated[0], -v_calibrated[1]]]) | 
			
		
	
		
			
				
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					|  |  |  |  |         # Clamp values | 
			
		
	
		
			
				
					|  |  |  |  |         x = self.kf.x | 
			
		
	
	
		
			
				
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