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Papers

[Lane Change] Lane change detection based on vehicle trajectory prediction, IEEE Robotics and Automation Letters, 2017

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Summary

. Estimate driving-intention first, predict trajectory based on intention next, update driving-intention based on trajectory finally.

. update procedure reduces false alarm

 

 

1. Input

. Distance to centerline, lateral velocity, relative distance between target and its neighbors

 

2. Algorithm

[Main algorithm]

 

. driving intention is first estimated. Four classes as follows.

[driving intention]

. Future trajectory is predicted based on the estimated intention and planning method.

. Collision check and re-planning

. update the driving intention

 

3. Results

. Collect data using Ibeo Lux sensor