View source for 18178855. Apparatus for Predicting Traffic Speed and Method Thereof simplified abstract (Hyundai Motor Company)

=Apparatus for Predicting Traffic Speed and Method Thereof=


==Organization Name==

[[:Category:Hyundai Motor Company|Hyundai Motor Company]]


[[Category:Hyundai Motor Company]]

==Inventor(s)==

[[:Category:Nam Hyuk Kim of Seoul (KR)|Nam Hyuk Kim of Seoul (KR)]][[Category:Nam Hyuk Kim of Seoul (KR)]]

[[:Category:Tae Heon Kim of Seoul (KR)|Tae Heon Kim of Seoul (KR)]][[Category:Tae Heon Kim of Seoul (KR)]]

[[:Category:Sung Hwan Park of Seoul (KR)|Sung Hwan Park of Seoul (KR)]][[Category:Sung Hwan Park of Seoul (KR)]]

[[:Category:Sang Wook Kim of Seoul (KR)|Sang Wook Kim of Seoul (KR)]][[Category:Sang Wook Kim of Seoul (KR)]]

[[:Category:Jun Ho Song of Seoul (KR)|Jun Ho Song of Seoul (KR)]][[Category:Jun Ho Song of Seoul (KR)]]

[[:Category:Ji Won Son of Seoul (KR)|Ji Won Son of Seoul (KR)]][[Category:Ji Won Son of Seoul (KR)]]

[[:Category:Dong Hyuk Seo of Seoul (KR)|Dong Hyuk Seo of Seoul (KR)]][[Category:Dong Hyuk Seo of Seoul (KR)]]

==Apparatus for Predicting Traffic Speed and Method Thereof - A simplified explanation of the abstract==


This abstract first appeared for US patent application 18178855 titled 'Apparatus for Predicting Traffic Speed and Method Thereof

==Simplified Explanation==

The apparatus and method described in the abstract are for predicting traffic speed based on the spatio-temporal relationship between traffic speeds of multiple links. 

* Input device receives traffic speed sequences of multiple links
* Controller detects spatio-temporal relationship between traffic speeds of links
* Predicts future traffic speed of target link based on relationship between speeds

== Potential Applications ==
This technology could be used in:
* Traffic management systems
* Navigation apps
* Autonomous vehicles

== Problems Solved ==
* Traffic congestion
* Accurate travel time estimation

== Benefits ==
* Improved traffic flow
* Reduced travel time
* Enhanced safety on the roads

== Potential Commercial Applications ==
Optimized Traffic Speed Prediction for Efficient Navigation

== Possible Prior Art ==
Prior art may include:
* Traffic prediction algorithms
* Traffic flow modeling techniques

== Unanswered Questions ==

=== How accurate are the traffic speed predictions compared to real-time data? ===
The abstract does not specify the level of accuracy in predicting traffic speeds.

=== What is the computational complexity of the method for predicting traffic speed? ===
The abstract does not mention the computational resources required for implementing the prediction method.


==Original Abstract Submitted==

An apparatus for predicting a traffic speed and a method thereof are provided. The apparatus includes an input device that receives traffic speed sequences of a plurality of links and a controller that detects a spatio-temporal relationship between traffic speeds of the plurality of links and predicts a future traffic speed of a target link based on the spatio-temporal relationship between the traffic speeds of the plurality of links.



[[Category:H04L43/062]]
[[Category:H04L41/16]]
[[Category:H04L43/028]]