Hyundai motor company (20240135805). Apparatus for Predicting Traffic Flow on New Road and Method Thereof simplified abstract
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 20240135805 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.
- The apparatus includes a memory, an input device, and a controller.
- The input device receives traffic data related to a default context of the new road.
- The controller inputs this data into a prediction model stored in the memory, which has been trained.
- The controller then predicts traffic flow for various contexts of the new road based on the prediction model.
Potential Applications
This technology could be applied in urban planning to forecast traffic patterns on new roads, helping city officials make informed decisions about infrastructure development.
Problems Solved
This innovation addresses the challenge of predicting traffic flow on new roads, which is crucial for efficient traffic management and urban planning.
Benefits
The apparatus can provide valuable insights into future traffic conditions, enabling authorities to optimize road design and traffic flow, leading to reduced congestion and improved overall transportation efficiency.
Potential Commercial Applications
This technology could be utilized by transportation departments, city planners, and traffic management companies to enhance their decision-making processes and improve traffic flow in urban areas.
Possible Prior Art
One possible prior art could be the use of traffic simulation software to predict traffic flow on new roads. However, the specific embodiment apparatus described in this patent application may offer unique features or improvements over existing technologies.
Unanswered Questions
How does this technology handle real-time data updates for accurate predictions?
The abstract does not mention how the apparatus deals with real-time traffic data to adjust its predictions accordingly.
What is the accuracy rate of the prediction model in various traffic scenarios?
The abstract does not provide information on the accuracy of the prediction model under different traffic conditions or contexts.
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.
