METHOD, SYSTEM AND COMPUTER PROGRAM FOR FORECASTING SIGNALING IN A LIGHT SIGNAL SYSTEM
A system for forecasting a future signal pattern of a light signal system includes the following: A first communications interface for receiving traffic data for a light signal system, on the basis of which the light signal system can establish a future signal pattern, in order to display the signal pattern established; a second communications interface for receiving the signal pattern data of the light signal system corresponding to the signal pattern established by means of the light signal system; and a computing unit with artificial intelligence for forecasting a future signal pattern on the basis of the traffic data. The artificial intelligence is trainable on the basis of the traffic data and the signal pattern data of the light signal system. There is also provided a corresponding method, a computer program and a computer program product.
1 . A system for forecasting a future signal pattern of a light signal system, the system comprising:
a first communications interface for receiving traffic data for a light signal system, wherein the light signal system is enabled to establish a future signal pattern based on the traffic data, in order to display the signal pattern thus established;
a second communications interface for receiving corresponding signal pattern data of the light signal system from the signal pattern established by the light signal system; and
a computing unit containing a trainable artificial intelligence to be trained on a basis of the traffic data and the signal pattern data of the light signal system and for forecasting a future signal pattern based on the traffic data.
2 . The system according to claim 1 , wherein said artificial intelligence comprises a neural network.
3 . The system according to claim 1 , wherein a machine-learning algorithm is implemented in the artificial intelligence.
4 . The system according to claim 1 , wherein said artificial intelligence forms a part of a cloud infrastructure.
5 . The system according to claim 1 , further comprising a third communications interface for sending the signal pattern data corresponding to the forecast future signal pattern to a network address over a communication network.
6 . A method of forecasting a future signal pattern of a light signal system, the method comprising the following steps:
receiving traffic data for a light signal system, wherein the light signal system is enabled to establish a future signal pattern based on the traffic data, in order to display the signal pattern thus established;
receiving signal pattern data of the light signal system corresponding to the signal pattern established by way of the light signal system;
forecasting a future signal pattern on a basis of the traffic data by a computing unit containing an artificial intelligence; and
training the artificial intelligence on a basis of the traffic data and the signal pattern data of the light signal system.
7 . The method according to claim 6 , wherein the artificial intelligence comprises a neural network.
8 . The method according to claim 6 , which comprises implementing a machine-learning algorithm in the artificial intelligence.
9 . The method according to claim 6 , wherein the artificial intelligence is part of a Cloud infrastructure.
10 . The method according to claim 6 , which further comprises sending the signal pattern data corresponding to the forecast future signal pattern to a network address over a communication network.
11 . A computer program, comprising program code in non-transitory form for carrying out the method according to claim 6 , when the computer program is executed on a computer.
12 . The computer program according to claim 11 , wherein the program code is configured for a computing unit including artificial intelligence.
13 . A computer program product, comprising computer-readable program code stored in non-transitory form for carrying out the method according to claim 6 when the program code is read into a memory of a computing unit having artificial intelligence.