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公开(公告)号：US11811527B2
公开(公告)日：2023-11-07
申请号：US17420303
申请日：2019-01-07
Applicant: NOKIA TECHNOLOGIES OY
Inventor： Jean-Luc Olivés , Vesa Starck , Mikko Tapio Kokkonen , Gerardo Moreno Crespo
IPC: H04L27/06 , H04L1/00 , G06N3/08 , H04L1/1829 , H04W76/28
CPC classification number: H04L1/005 , G06N3/08 , H04L1/0026 , H04L1/0036 , H04L1/1864 , H04W76/28
Abstract: There is provided a solution for employing a neural network in a radio receiver. According to an aspect, a method comprises: acquiring, from a received frame, a set of samples associated with a position of a control information element in the frame; inputting the set of samples to nodes of an input layer of a neural network, the input layer having the same number of nodes as a number of samples in the set of samples; processing the set of samples in the neural network that has been trained, before receiving the set of samples, to decode one or more determined values of the control information element and to detect discontinuous transmission; outputting, in an output layer of the neural network, an indicator indicating a decoded value of the control information element comprised in the set of samples or an indicator indicating the discontinuous transmission.
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公开(公告)号：US11196608B2
公开(公告)日：2021-12-07
申请号：US15740517
申请日：2016-06-28
Applicant: Nokia Technologies Oy
Inventor： Karol Schober , Mihai Enescu , Mikko Tapio Kokkonen
Abstract: One embodiment is directed to a method comprising deciding to multiplex the data of at least two users within a super-constellation; determining the power split ratio among the at least two users; selecting a super-constellation; and based on the determined power split ratio, choosing a subset of the super-constellation points forming the superposition of modulation constellations of the at least two users.
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公开(公告)号：US20180191549A1
公开(公告)日：2018-07-05
申请号：US15740517
申请日：2016-06-28
Applicant: Nokia Technologies Oy
Inventor： Karol Schober , Mihai Enescu , Mikko Tapio Kokkonen
IPC: H04L27/34
CPC classification number: H04L27/3488 , H04L5/0023 , H04L5/003 , H04L5/04 , H04L27/183 , H04L27/2604 , H04L27/3416 , H04L27/3477
Abstract: One embodiment is directed to a method comprising deciding to multiplex the data of at least two users within a super-constellation; determining the power split ratio among the at least two users; selecting a super-constellation; and based on the determined power split ratio, choosing a subset of the super-constellation points forming the superposition of modulation constellations of the at least two users.
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