Invention Application
- Patent Title: RECEIVER APPARATUS, AND METHOD FOR PRODUCING PARAMETERS FOR DEMODULATION
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Application No.: US17673093Application Date: 2022-02-16
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Publication No.: US20220337341A1Publication Date: 2022-10-20
- Inventor: Kazushi MURAOKA , Takanobu Doi , Naoto Ishii , Takumi Takahashi , Seiichi Sampei , Shinsuke Ibi
- Applicant: NEC CORPORATION , OSAKA UNIVERSITY , THE DOSHISHA
- Applicant Address: JP Tokyo; JP Osaka; JP Kyoto-shi
- Assignee: NEC CORPORATION,OSAKA UNIVERSITY,THE DOSHISHA
- Current Assignee: NEC CORPORATION,OSAKA UNIVERSITY,THE DOSHISHA
- Current Assignee Address: JP Tokyo; JP Osaka; JP Kyoto-shi
- Priority: JP2021-068403 20210414
- Main IPC: H04L1/00
- IPC: H04L1/00 ; H04B7/0452

Abstract:
A method implemented in a computer system includes training a network, which is obtained by unfolding an iterative algorithm for demodulation or demodulation and decoding, using a machine learning technique with a loss function that takes into account non-Gaussianity of a log-likelihood ratio (LLR) distribution calculated from an output of the network. The method further includes producing a first set of learned parameters of that iterative algorithm.
Public/Granted literature
- US11595153B2 Receiver apparatus, and method for producing parameters for demodulation Public/Granted day:2023-02-28
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