TRAFFIC ESTIMATION APPARATUS, TRAFFIC ESTIMATION METHOD AND PROGRAM

Patent №

US 11,201,807

Granted

2021-12-14

Filed 2020

Owner

NIPPON TELEGRAPH AND TELEPHONE CORPORATION

Lab

AI components

1

planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17049683

A first time series of traffic volume and a first time series of communication quality that are observed in a first communication line in which traffic demand is equal to or greater than a line bandwidth and a second time series of traffic volume and a second time series of communication quality that are observed in a second communication line in which traffic demand is less than a line bandwidth are input to a state space model to estimate values of a parameter group of the state space model, the traffic demand is calculated based on the values of the parameter group, and the state space model is a state space model in which the first time series of traffic volume and the second time series of traffic volume are generated from a third time series indicating cyclicity of traffic common to the first communication line and the second communication line under influence of the first time series of communication quality and the second time series of communication quality on the traffic demand, thereby supporting appropriate band design of an overload line in which traffic demand is equal to or greater than a line bandwidth.

PlanningH04L 41/142H04L 43/0876H04L 43/16

AI classification

Planning0.90
Evolutionary computation0.20
AI hardware0.20
Speech0.01
Machine learning0.01
Knowledge representation0.00
Vision0.00
Natural language0.00

Ownership

NIPPON TELEGRAPH AND TELEPHONE CORPORATION

assignment · 580430823

Assignors

ISHIBASHI, KEISUKE, HARADA, SHIGEAKI, KAWAHARA, RYOICHI

On an employer assignment, the assignors are typically the inventors.

From the same owner

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