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:
Aug. 03, 2021

Filed:

Jun. 18, 2020
Applicant:

Nokia Technologies Oy, Espoo, FI;

Inventors:

Jakob Hoydis, Paris, FR;

Faycal Ait Aoudia, Saint-Cloud, FR;

Mathieu Goutay, Paris, FR;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 1/00 (2006.01); G06N 3/02 (2006.01); H04L 5/00 (2006.01);
U.S. Cl.
CPC ...
H04L 1/0003 (2013.01); G06N 3/02 (2013.01); H04L 1/0009 (2013.01); H04L 1/0026 (2013.01); H04L 5/0044 (2013.01);
Abstract

A method, apparatus, receiver and system provide for configurability of the modulation order of a communications system, such as an autoencoder-based communication system. With respect to a system including a transmitter and a receiver, the transmitter encodes a message into a vector of channel symbols for transmission via a channel. The message is encoded pursuant to a modulation order m that is adjustable up to a maximum modulation order M. The receiver receives a vector of samples generated by the channel and determines a first prediction vector for the message encoded by the transmitter. The receiver includes a slicing layer to eliminate one or more elements of the first prediction vector if the modulation order m is less than the maximum modulation order Mso as to generate a second prediction vector tailored to the modulation order from which a prediction of the message encoded by the transmitter is identified.


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