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1.
公开(公告)号:US20220231705A1
公开(公告)日:2022-07-21
申请号:US17591347
申请日:2022-02-02
Applicant: Huawei Technologies Co., Ltd.
Inventor: Jie JIN , Ivan Leonidovich MAZURENKO , Aleksandr Aleksandrovich PETIUSHKO , Chaolong ZHANG
Abstract: Embodiments of this application disclose provides a low density parity check (LDPC) channel encoding method for use in a wireless communications system. A communication device encodes an input bit sequence by using a LDPC matrix, to obtain an encoded bit sequence for transmission. The LDPC matrix is obtained based on a lifting factor Z and a base matrix. Embodiments of the application provide eight particular designs of the base matrix. The encoding method provided in the embodiments of the application can be used in various communications systems including the fifth generation (5G) telecommunication systems, and can support various encoding requirements for information bit sequences with different code lengths.
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公开(公告)号:US20200162107A1
公开(公告)日:2020-05-21
申请号:US16749453
申请日:2020-01-22
Applicant: Huawei Technologies Co., Ltd.
Inventor: Yurii Sergeevich SHUTKIN , Pavel Anatolyevich PANTELEEV , Aleksey Alexandrovich LETUNOVSKIY , Elyar Eldarovich GASANOV , Gleb Vyacheslavovich KALACHEV , Ivan Leonidovich MAZURENKO
Abstract: Certain aspects of the present disclosure provide an efficiently decodable QC-LDPC code which is based on a base matrix, the base matrix being formed by columns and rows, the columns being dividable into one or more columns corresponding to punctured variable nodes and columns corresponding to non-punctured variable nodes. Apparatus at a transmitting side includes a encoder configured to encode a sequence of information bits based on the base matrix. Apparatus at a receiving side configured to receive a codeword in accordance with a radio technology across a wireless channel. The apparatus at the receiving side includes a decoder configured to decode the codeword based on the base matrix.
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公开(公告)号:US20190334559A1
公开(公告)日:2019-10-31
申请号:US16506696
申请日:2019-07-09
Applicant: Huawei Technologies Co., Ltd.
Inventor: Pavel Anatolyevich PANTELEEV , Gleb Vyacheslavovich KALACHEV , Ivan Leonidovich MAZURENKO , Elyar Eldarovich GASANOV , Yurii Sergeevich SHUTKIN
Abstract: Provided is a base matrix of a rate-adaptive irregular QC-LDPC code, the base matrix being formed by columns and rows having entries representing circulant submatrices. The columns of the base matrix are divided into at least one or more higher weight first columns and lower weight second columns and the rows of the base matrix are divided into first high weight rows corresponding to the high rate mother code and second low weight rows corresponding to the extension part related to the lower rate codes. A first submatrix formed by an intersection of entries of the second columns and entries of the first and the second rows is divided into first quadratic submatrices, wherein at most one entry in each column of each first submatrix and/or at most one entry in each row of each first submatrix is labelled.
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公开(公告)号:US20190260390A1
公开(公告)日:2019-08-22
申请号:US16400877
申请日:2019-05-01
Applicant: Huawei Technologies Co., Ltd.
Inventor: Yurii Sergeevich SHUTKIN , Pavel Anatolyevich PANTELEEV , Aleksey Alexandrovich LETUNOVSKIY , Elyar Eldarovich GASANOV , Gleb Vyacheslavovich KALACHEV , Ivan Leonidovich MAZURENKO
Abstract: Certain aspects of the present disclosure provide an efficiently decodable QC-LDPC code which is based on a base matrix, the base matrix being formed by columns and rows, the columns being dividable into one or more columns corresponding to punctured variable nodes and columns corresponding to non-punctured variable nodes. Apparatus at a transmitting side includes a encoder configured to encode a sequence of information bits based on the base matrix. Apparatus at a receiving side configured to receive a codeword in accordance with a radio technology across a wireless channel. The apparatus at the receiving side includes a decoder configured to decode the codeword based on the base matrix.
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公开(公告)号:US20240169213A1
公开(公告)日:2024-05-23
申请号:US18516565
申请日:2023-11-21
Applicant: HUAWEI TECHNOLOGIES CO., LTD.
Inventor: Alexey Aleksandrovich LETUNOVSKIY , Vladimir Sergeevich POLOVNIKOV , Vladimir Petrovich KORVIAKOV , Ivan Leonidovich MAZURENKO , Yepan XIONG
IPC: G06N3/0985 , G06N3/0464
CPC classification number: G06N3/0985 , G06N3/0464
Abstract: A method for searching for one or more neural network (NN) architectures is provided. The method determines a search space comprising a plurality of architectures including one or more blocks, wherein a block of the one or more blocks is formed by one or more NN layers. The determining is based on a measure including: an amount of matrix operations, and/or one of: i) an amount of layer input data and/or layer output data, and ii) an amount of vector operations. The method searches for the one or more NN architectures in the determined search space.
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6.
公开(公告)号:US20220255563A1
公开(公告)日:2022-08-11
申请号:US17684144
申请日:2022-03-01
Applicant: Huawei Technologies Co., Ltd.
Inventor: Jie JIN , Wen TONG , Jun WANG , Aleksandr Aleksandrovich PETIUSHKO , Ivan Leonidovich MAZURENKO , Chaolong ZHANG
Abstract: A low density parity check (LDPC) channel encoding method is used in a wireless communications system. A communication device encodes an input bit sequence by using an LDPC matrix, to obtain an encoded bit sequence for transmission. The LDPC matrix is obtained based on a lifting factor Z and a base matrix. The base matrix may be one of eight exemplary designs. The encoding method can be used in various communications systems including fifth generation (5G) telecommunication systems, and can support various encoding requirements for information bit sequences with different code lengths.
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7.
公开(公告)号:US20200343912A1
公开(公告)日:2020-10-29
申请号:US16923841
申请日:2020-07-08
Applicant: Huawei Technologies Co., Ltd.
Inventor: Jie JIN , Wen TONG , Jun WANG , Aleksandr Aleksandrovich PETIUSHKO , Ivan Leonidovich MAZURENKO , Chaolong ZHANG
Abstract: A low density parity check (LDPC) channel encoding method is used in a wireless communications system. A communication device encodes an input bit sequence by using an LDPC matrix, to obtain an encoded bit sequence for transmission. The LDPC matrix is obtained based on a lifting factor Z and a base matrix. The base matrix may be one of eight exemplary designs. The encoding method can be used in various communications systems including fifth generation (5G) telecommunication systems, and can support various encoding requirements for information bit sequences with different code lengths.
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8.
公开(公告)号:US20200007159A1
公开(公告)日:2020-01-02
申请号:US16566331
申请日:2019-09-10
Applicant: Huawei Technologies Co., Ltd.
Inventor: Jie JIN , Wen TONG , Jun WANG , Alexander Alexandrovich PETYUSHKO , Ivan Leonidovich MAZURENKO , Chaolong ZHANG
Abstract: A low density parity check (LDPC) channel encoding method is used in a wireless communications system. A communication device encodes an input bit sequence by using an LDPC matrix, to obtain an encoded bit sequence for transmission. The LDPC matrix is obtained based on a lifting factor Z and a base matrix. The base matrix may be one of eight exemplary designs. The encoding method can be used in various communications systems including fifth generation (5G) telecommunication systems, and can support various encoding requirements for information bit sequences with different code lengths.
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