Invention Grant
- Patent Title: Learning in communication systems by updating of parameters in a receiving algorithm
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Application No.: US17260441Application Date: 2018-07-20
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Publication No.: US11552731B2Publication Date: 2023-01-10
- Inventor: Sebastian Cammerer , Sebastian Dörner , Stefan Schibisch , Jakob Hoydis
- Applicant: Nokia Technologies Oy
- Applicant Address: FI Espoo
- Assignee: Nokia Technologies Oy
- Current Assignee: Nokia Technologies Oy
- Current Assignee Address: FI Espoo
- Agency: Nokia Technologies Oy
- International Application: PCT/EP2018/069843 WO 20180720
- International Announcement: WO2020/015840 WO 20200123
- Main IPC: H04L1/00
- IPC: H04L1/00

Abstract:
An apparatus, method and computer program is described comprising receiving data at a receiver of a transmission system; using a receiver algorithm to convert data received at the receiver into an estimate of the first coded data, the receiver algorithm having one or more trainable parameters; generating an estimate of first data bits by decoding the estimate of the first coded data, said decoding making use of an error correction code of said encoding of the first data bits; generating a refined estimate of the first coded data by encoding the estimate of the first data bits; generating a loss function based on a function of the refined estimate of the first coded data and the estimate of the first coded data; updating the trainable parameters of the receiver algorithm in order to minimise the loss function; and controlling a repetition of updating the trainable parameters by generating, for each repetition, for the same received data, a further refined estimate of the first coded data, a further loss function and further updated trainable parameters.
Public/Granted literature
- US20210306092A1 LEARNING IN COMMUNICATION SYSTEMS BY UPDATING OF PARAMETERS IN A RECEIVING ALGORITHM Public/Granted day:2021-09-30
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