Trailer monitoring for detecting inattentive driving

1. A method for detecting inattentive vehicle operation in a commercial vehicle comprising:

analyzing trailer monitoring data, which includes at least one of sensor data and image data, to detect a motion of a rear portion of a trailer and identify a motion trend in the trailer monitoring data;

comparing the motion trend with a set of known inattentive driving trends; and

identifying an inattentive driving event when the identified trend matches a known inattentive driving trend in the set of known inattentive driving trends;

wherein the analyzing to detect and identify, the comparing, and the identifying are performed by an electronic control unit; and

wherein the set of known inattentive driving trends includes at least one of the following inattentive driving trends:

sinusoidal swaying of the rear portion of the trailer;

abrupt motion of the rear portion of the trailer; and

a lack of motion of the rear portion of the trailer as compared to one of a lane line and a road edge detection.

2. The method of claim 1 , further comprising responding to an identified inattentive driving event by storing video from a driver monitoring system.

3. The method of claim 2 , wherein the stored video includes a duration before the identified inattentive driving event.

4. The method of claim 2 , wherein said storing comprises storing a portion of the video after the identified inattentive driving event.

5. The method of claim 1 , wherein the motion of the rear portion of the trailer is monitored using exclusively image-based monitoring.

6. The method of claim 1 , wherein the motion of the rear portion of the trailer is monitored using a combination of the sensor data and the image data.

7. The method of claim 6 , wherein the sensor data includes data from at least one of a trailer wheel speed monitor, a lane detector, a road edge detector, and a positioning system.

8. The method of claim 1 , wherein the set of known inattentive driving trends includes rule-based driving trends and machine learning determined driving trends.

9. A commercial vehicle comprising:

a tractor and at least one trailer;

at least one first camera configured to capture images of a rear portion of the trailer; and

an electronic control unit configured to:

monitor a motion of the rear portion of the trailer in the images and identify a motion trend in response thereto;

compare the motion trend with a set of known inattentive driving trends; and

identify an inattentive driving event when the identified trend matches a known inattentive driving trend in the set of known inattentive driving trends;

wherein the set of known inattentive driving trends includes at least one of the following inattentive driving trends:

sinusoidal swaying of the rear portion of the trailer;

abrupt motion of the rear portion of the trailer; and

a lack of motion of the rear portion of the trailer as compared to one of a lane line and a road edge detection.

10. The commercial vehicle of claim 9 , further comprising a driver monitoring system including at least one second camera configured to capture at least a portion of a vehicle operator.

11. The commercial vehicle of claim 10 , wherein the driver monitoring system includes a buffer configured to store a duration of video feed from the at least one first camera in response to an inattentive driving event, the duration of video feed at least partially preceding the inattentive driving event.

12. The system of claim 10 , wherein the electronic control unit is configured to:

based on the identified inattentive driving event, provide a signal to the driver monitoring system to save a predefined portion of video from the at least one second camera leading up the inattentive driving event.

13. The commercial vehicle of claim 9 , including at least one of a trailer wheel speed sensor, a lane line sensor, a trailer hitch angle sensor, and a road edge sensor.

14. A system, comprising:

at least one first camera configured to capture images of a rear portion of a trailer; and

an electronic control unit configured to:

monitor a motion of the rear portion of the trailer in the images and identify a motion trend in response thereto;

compare the motion trend with a set of known inattentive driving trends; and

identify an inattentive driving event when the identified trend matches a known inattentive driving trend in the set of known inattentive driving trends;

wherein the set of known inattentive driving trends includes at least one of the following inattentive driving trends:

sinusoidal swaying of the rear portion of the trailer;

abrupt motion of the rear portion of the trailer; and

a lack of motion of the rear portion of the trailer as compared to one of a lane line and a road edge detection.

15. The system of claim 14 , further comprising a driver monitoring system including at least one second camera configured to capture at least a portion of a vehicle operator.

16. The system of claim 15 , wherein the driver monitoring system includes a buffer configured to store a duration of video feed from the at least one first camera in response to an inattentive driving event, the duration of video feed at least partially preceding the detected inattentive driving event.