18170665. Apparatus for Predicting Traffic Flow on New Road and Method Thereof simplified abstract (Hyundai Motor Company)
Contents
- 1 Apparatus for Predicting Traffic Flow on New Road and Method Thereof
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 Apparatus for Predicting Traffic Flow on New Road and Method Thereof - A simplified explanation of the abstract
- 1.4 Simplified Explanation
- 1.5 Potential Applications
- 1.6 Problems Solved
- 1.7 Benefits
- 1.8 Potential Commercial Applications
- 1.9 Possible Prior Art
- 1.10 Original Abstract Submitted
Apparatus for Predicting Traffic Flow on New Road and Method Thereof
Organization Name
Inventor(s)
Apparatus for Predicting Traffic Flow on New Road and Method Thereof - A simplified explanation of the abstract
This abstract first appeared for US patent application 18170665 titled 'Apparatus for Predicting Traffic Flow on New Road and Method Thereof
Simplified Explanation
The embodiment apparatus described in the abstract is a system designed to predict traffic flow on a new road by utilizing a prediction model based on traffic data.
- Memory, input device, and controller are key components of the apparatus.
- The input device receives traffic data for the new road's default context.
- The controller uses a prediction model stored in memory to predict traffic flow for various contexts of the new road.
Potential Applications
The technology could be applied in various fields such as urban planning, transportation management, and infrastructure development.
Problems Solved
This technology helps in predicting traffic flow on a new road, which can aid in optimizing traffic management strategies and improving overall road safety.
Benefits
The system can provide valuable insights into traffic patterns, helping authorities make informed decisions about road design, traffic regulations, and infrastructure development.
Potential Commercial Applications
This technology could be utilized by traffic management companies, urban planners, and government agencies involved in transportation infrastructure projects.
Possible Prior Art
One possible prior art could be traffic prediction systems used in existing road networks to forecast traffic conditions and optimize traffic flow.
Unanswered Questions
How does the prediction model adapt to changing traffic patterns over time?
The abstract does not provide information on how the prediction model is updated or adjusted to account for evolving traffic conditions.
What are the specific types of traffic data used in training the prediction model?
The abstract does not detail the specific sources or types of traffic data that are input into the prediction model for training purposes.
Original Abstract Submitted
An embodiment apparatus for predicting traffic flow on a new road includes a memory, an input device, and a controller configured to input traffic data corresponding to a default context of the new road received by the input device to a prediction model stored in the memory, training of which is completed, and to predict a traffic flow corresponding to various contexts of the new road based on the prediction model.
