The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Mar. 02, 2021

Filed:

Apr. 24, 2020
Applicant:

Nokia Solutions and Networks Oy, Espoo, FI;

Inventors:

Nicolas Dupuis, Chaudfontaine, BE;

Axel Van Damme, Loyers, BE;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04M 3/22 (2006.01); G06N 20/00 (2019.01); H04M 3/26 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
H04M 3/2209 (2013.01); G06N 20/00 (2019.01); H04M 3/26 (2013.01); G06N 3/08 (2013.01);
Abstract

The apparatus includes a memory configured to store executable code; and a processor configured to execute the executable code and cause the apparatus to perform the operations of generating and training. The generating generates a dataset specifying, for a plurality of communication lines, i) a channel frequency response of a communication line having one or two bridged taps, and ii) a set of M lengths of bridged taps associated with the communication line, with M greater than one. The training trains, based on the dataset, a machine learning model, the machine learning model configured for determining, based on the channel frequency response of a communication line, a set of M lengths of bridged taps associated with the communication line.


Find Patent Forward Citations

Loading…