18203425. METHOD AND APPARATUS FOR PREDICTING A VEHICLE COLLISION WITH A SURROUNDING OBJECT simplified abstract (Hyundai Motor Company)

METHOD AND APPARATUS FOR PREDICTING A VEHICLE COLLISION WITH A SURROUNDING OBJECT

Organization Name

Hyundai Motor Company

Inventor(s)

Jang-Ho Shin of Yongin-si (KR)

Bong-Sob Song of Suwon-si (KR)

Sung-Woo Lee of Suwon-si (KR)

METHOD AND APPARATUS FOR PREDICTING A VEHICLE COLLISION WITH A SURROUNDING OBJECT - A simplified explanation of the abstract

This abstract first appeared for US patent application 18203425 titled 'METHOD AND APPARATUS FOR PREDICTING A VEHICLE COLLISION WITH A SURROUNDING OBJECT

Simplified Explanation

The apparatus described in the abstract is a system designed to predict collisions between a vehicle and surrounding objects by integrating various types of information and using advanced algorithms for prediction.

• Surrounding object information detection unit: Obtains current state information on objects around the vehicle.
• Lane detection unit: Obtains information on the lane in which the vehicle is traveling.
• Risk level determination unit: Calculates collision risk levels between the vehicle and surrounding objects.
• Surrounding environment prediction unit: Predicts future state information on objects using estimation or deep learning algorithms.
• Information integration unit: Integrates current state information, lane information, collision risk levels, and future state information to generate a simplified bird's eye view.
• Collision mode determination unit: Predicts collision modes using the simplified bird's eye view.

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1. 1. 1. Potential Applications

- Autonomous driving systems - Collision avoidance systems - Advanced driver assistance systems (ADAS)

1. 1. 1. Problems Solved

- Minimizing the risk of collisions between vehicles and surrounding objects - Enhancing safety on the road - Improving overall driving experience

1. 1. 1. Benefits

- Increased safety for drivers and pedestrians - Reduced accidents and injuries - Enhanced efficiency in traffic flow

1. 1. 1. Potential Commercial Applications
         1. Advanced Collision Prediction Technology in Autonomous Vehicles

1. 1. 1. Possible Prior Art

There may be prior art related to collision prediction systems in the automotive industry, such as early warning collision systems or radar-based collision avoidance systems.

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1. 1. 1. Unanswered Questions

1. 1. 1. 1. How does the system handle unpredictable or sudden changes in the environment?

The abstract does not provide details on how the apparatus reacts to sudden changes in the surrounding environment that may affect collision prediction accuracy.

1. 1. 1. 1. What is the accuracy rate of collision predictions made by this system?

The abstract does not mention the specific accuracy rate of the collision predictions generated by the apparatus.

Original Abstract Submitted

An apparatus for predicting a collision of a vehicle with a surrounding object around the vehicle includes: a surrounding object information detection unit configured to obtain current state information on the object; a lane detection unit configured to obtain information on a lane on which the vehicle travels; a risk level determination unit configured to calculate a collision risk level between the object and the vehicle using state information on the object; a surrounding environment prediction unit configured to predict future state information on the object using an estimation algorithm or a deep learning algorithm; an information integration unit configured to integrate the current state information, the lane information, the collision risk level, and the future state information to generate a simplified bird's eye view; and a collision mode determination unit configured to predict collision modes by using the simplified bird's eye view.