CN114902589B - 概率性振幅整形 - Google Patents

概率性振幅整形 Download PDF

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Publication number
CN114902589B
CN114902589B CN202180007850.2A CN202180007850A CN114902589B CN 114902589 B CN114902589 B CN 114902589B CN 202180007850 A CN202180007850 A CN 202180007850A CN 114902589 B CN114902589 B CN 114902589B
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bits
amplitude
shaped
code
codeword
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CN114902589A (zh
Inventor
D·N·多恩
L·杨
D·J·R·范尼
B·田
T·J·理查德森
S·J·谢尔汉姆
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Qualcomm Inc
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Qualcomm Inc
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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00—Arrangements for detecting or preventing errors in the information received
    • H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
    • H04L1/0041—Arrangements at the transmitter end
    • H04L1/0042—Encoding specially adapted to other signal generation operation, e.g. in order to reduce transmit distortions, jitter, or to improve signal shape
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F1/00—Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
    • G06F1/02—Digital function generators
    • G06F1/03—Digital function generators working, at least partly, by table look-up
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
    • H—ELECTRICITY
    • H03—ELECTRONIC CIRCUITRY
    • H03M—CODING; DECODING; CODE CONVERSION IN GENERAL
    • H03M13/00—Coding, decoding or code conversion, for error detection or error correction; Coding theory basic assumptions; Coding bounds; Error probability evaluation methods; Channel models; Simulation or testing of codes
    • H03M13/03—Error detection or forward error correction by redundancy in data representation, i.e. code words containing more digits than the source words
    • H03M13/05—Error detection or forward error correction by redundancy in data representation, i.e. code words containing more digits than the source words using block codes, i.e. a predetermined number of check bits joined to a predetermined number of information bits
    • H03M13/11—Error detection or forward error correction by redundancy in data representation, i.e. code words containing more digits than the source words using block codes, i.e. a predetermined number of check bits joined to a predetermined number of information bits using multiple parity bits
    • H03M13/1102—Codes on graphs and decoding on graphs, e.g. low-density parity check [LDPC] codes
    • H03M13/1148—Structural properties of the code parity-check or generator matrix
    • H—ELECTRICITY
    • H03—ELECTRONIC CIRCUITRY
    • H03M—CODING; DECODING; CODE CONVERSION IN GENERAL
    • H03M13/00—Coding, decoding or code conversion, for error detection or error correction; Coding theory basic assumptions; Coding bounds; Error probability evaluation methods; Channel models; Simulation or testing of codes
    • H03M13/03—Error detection or forward error correction by redundancy in data representation, i.e. code words containing more digits than the source words
    • H03M13/05—Error detection or forward error correction by redundancy in data representation, i.e. code words containing more digits than the source words using block codes, i.e. a predetermined number of check bits joined to a predetermined number of information bits
    • H03M13/11—Error detection or forward error correction by redundancy in data representation, i.e. code words containing more digits than the source words using block codes, i.e. a predetermined number of check bits joined to a predetermined number of information bits using multiple parity bits
    • H03M13/1102—Codes on graphs and decoding on graphs, e.g. low-density parity check [LDPC] codes
    • H03M13/1148—Structural properties of the code parity-check or generator matrix
    • H03M13/116—Quasi-cyclic LDPC [QC-LDPC] codes, i.e. the parity-check matrix being composed of permutation or circulant sub-matrices
    • H—ELECTRICITY
    • H03—ELECTRONIC CIRCUITRY
    • H03M—CODING; DECODING; CODE CONVERSION IN GENERAL
    • H03M13/00—Coding, decoding or code conversion, for error detection or error correction; Coding theory basic assumptions; Coding bounds; Error probability evaluation methods; Channel models; Simulation or testing of codes
    • H03M13/63—Joint error correction and other techniques
    • H03M13/635—Error control coding in combination with rate matching
    • H03M13/6362—Error control coding in combination with rate matching by puncturing
    • H03M13/6368—Error control coding in combination with rate matching by puncturing using rate compatible puncturing or complementary puncturing
    • H03M13/6393—Rate compatible low-density parity check [LDPC] codes
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00—Arrangements for detecting or preventing errors in the information received
    • H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
    • H04L1/0056—Systems characterized by the type of code used
    • H04L1/0057—Block codes
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00—Arrangements for detecting or preventing errors in the information received
    • H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
    • H04L1/0056—Systems characterized by the type of code used
    • H04L1/0067—Rate matching
    • H04L1/0068—Rate matching by puncturing
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L27/00—Modulated-carrier systems
    • H04L27/32—Carrier systems characterised by combinations of two or more of the types covered by groups H04L27/02, H04L27/10, H04L27/18 or H04L27/26
    • H04L27/34—Amplitude- and phase-modulated carrier systems, e.g. quadrature-amplitude modulated carrier systems
    • H04L27/3405—Modifications of the signal space to increase the efficiency of transmission, e.g. reduction of the bit error rate, bandwidth, or average power

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Mathematical Physics (AREA)
  • Probability & Statistics with Applications (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Computational Mathematics (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Operations Research (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Algebra (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Mobile Radio Communication Systems (AREA)
  • Error Detection And Correction (AREA)
  • Detection And Prevention Of Errors In Transmission (AREA)
  • Diaphragms For Electromechanical Transducers (AREA)
  • Golf Clubs (AREA)
CN202180007850.2A 2020-01-06 2021-01-05 概率性振幅整形 Active CN114902589B (zh)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US202062957522P 2020-01-06 2020-01-06
US62/957,522 2020-01-06
US17/140,626 2021-01-04
US17/140,626 US11228396B2 (en) 2020-01-06 2021-01-04 Probabilistic amplitude shaping
PCT/US2021/012150 WO2021141881A1 (en) 2020-01-06 2021-01-05 Probabilistic amplitude shaping and forward error control coding

Publications (2)

Publication Number Publication Date
CN114902589A CN114902589A (zh) 2022-08-12
CN114902589B true CN114902589B (zh) 2023-05-09

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US (1) US11228396B2 (https=)
EP (1) EP4088402A1 (https=)
JP (2) JP2023504933A (https=)
KR (1) KR102505699B1 (https=)
CN (1) CN114902589B (https=)
BR (1) BR112022012580A2 (https=)
PH (1) PH12022551458A1 (https=)
TW (1) TWI778487B (https=)
WO (1) WO2021141881A1 (https=)

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CN116437468B (zh) * 2020-01-10 2024-01-16 华为技术有限公司 资源单元合并指示的方法和通信装置
JP7200273B2 (ja) * 2021-01-28 2023-01-06 アンリツ株式会社 誤り検出装置および誤り検出方法
CN116366416A (zh) * 2021-12-27 2023-06-30 华为技术有限公司 调制方法、解调方法以及相关装置
WO2023156008A1 (en) * 2022-02-21 2023-08-24 Huawei Technologies Co., Ltd. A multi-dimensional modulation method with symbol probability shaping
EP4555651A1 (en) * 2022-07-15 2025-05-21 Qualcomm Incorporated Probabilistic shaping and channel coding for wireless signals
EP4383600A1 (en) * 2022-12-06 2024-06-12 Mitsubishi Electric R&D Centre Europe B.V. Method, data transmitter and computer program for adapting a bicm scheme to amplitude shaping in combination with puncturing
US20240380515A1 (en) * 2023-05-11 2024-11-14 Qualcomm Incorporated Probabilistic shaping for retransmissions
EP4732475A1 (en) * 2023-06-23 2026-04-29 QUALCOMM Incorporated Bit-level energy-based probabilistic amplitude shaping
US20250055510A1 (en) * 2023-08-10 2025-02-13 Qualcomm Incorporated Constellation shaping for multiple user multiple input multiple output
US12341607B2 (en) * 2023-09-20 2025-06-24 Qualcomm Incorporated Linear-code-based probabilistic shaping
US12542623B2 (en) * 2023-11-14 2026-02-03 Qualcomm Incorporated Techniques for coding rate and shaping rate selection for probabilistic shaping
US12609785B2 (en) * 2023-12-15 2026-04-21 Avago Technologies International Sales Pte. Limited Systems and methods for probabilistic quadrature amplitude modulation (QAM)

Citations (4)

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CN101989887A (zh) * 2009-07-31 2011-03-23 清华大学 一种编码调制方法、解调解码方法及系统
WO2018053130A1 (en) * 2016-09-19 2018-03-22 Alcatel-Lucent Usa Inc. Probabilistic signal shaping and codes therefor
US10091046B1 (en) * 2017-11-20 2018-10-02 Nokia Technologies Oy Joint use of probabilistic signal shaping and forward error correction
US10200231B1 (en) * 2018-03-22 2019-02-05 Nokia Technologies Oy Partial probabilistic signal shaping

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US7106794B2 (en) 2000-08-11 2006-09-12 Broadcom Corporation System and method for Huffman shaping in a data communication system
EP1717959A1 (en) 2005-04-29 2006-11-02 STMicroelectronics N.V. Method and device for controlling the decoding of a LDPC encoded codeword, in particular for DVB-S2 LDPC encoded codewords
US7861134B2 (en) 2007-02-28 2010-12-28 Cenk Kose Methods and systems for LDPC coding
JP5638956B2 (ja) 2008-10-23 2014-12-10 パナソニック インテレクチュアル プロパティ コーポレーション オブアメリカＰａｎａｓｏｎｉｃ Ｉｎｔｅｌｌｅｃｔｕａｌ Ｐｒｏｐｅｒｔｙ Ｃｏｒｐｏｒａｔｉｏｎ ｏｆ Ａｍｅｒｉｃａ 無線送信装置、無線受信装置、符号化データ送信方法、及び符号化データ受信方法
US7975189B2 (en) 2008-11-14 2011-07-05 Trelliware Technologies, Inc. Error rate estimation/application to code-rate adaption
US8539304B1 (en) * 2010-04-27 2013-09-17 Marvell International Ltd. Parallel encoder for low-density parity-check (LDPC) codes
JP5546681B2 (ja) * 2011-04-19 2014-07-09 パナソニック株式会社 プリコーディング方法、プリコーディング装置
US10727951B2 (en) * 2016-07-20 2020-07-28 Nokia Of America Corporation Low-complexity constellation shaping
EP3442146B1 (en) * 2017-08-11 2022-12-28 Nxp B.V. Encoder input selector
US10069519B1 (en) 2018-01-23 2018-09-04 Mitsubishi Electric Research Laboratories, Inc. Partition based distribution matcher for probabilistic constellation shaping
US10944504B2 (en) * 2018-08-02 2021-03-09 Nokia Solutions And Networks Oy Transmission of probabilistically shaped amplitudes using partially anti-symmetric amplitude labels
US11637654B2 (en) * 2019-08-21 2023-04-25 Snap Inc. OFDM packing and LDPC framing for constellation shaping in NG WLANs
US11750321B2 (en) * 2019-12-03 2023-09-05 Intel Corporation Peak rate enhancement for constellation shaping
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CN101989887A (zh) * 2009-07-31 2011-03-23 清华大学 一种编码调制方法、解调解码方法及系统
WO2018053130A1 (en) * 2016-09-19 2018-03-22 Alcatel-Lucent Usa Inc. Probabilistic signal shaping and codes therefor
US10091046B1 (en) * 2017-11-20 2018-10-02 Nokia Technologies Oy Joint use of probabilistic signal shaping and forward error correction
US10200231B1 (en) * 2018-03-22 2019-02-05 Nokia Technologies Oy Partial probabilistic signal shaping

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US20210211229A1 (en) 2021-07-08
JP2024003027A (ja) 2024-01-11
TW202143669A (zh) 2021-11-16
JP7815193B2 (ja) 2026-02-17
TWI778487B (zh) 2022-09-21
EP4088402A1 (en) 2022-11-16
BR112022012580A2 (pt) 2022-09-06
US11228396B2 (en) 2022-01-18
WO2021141881A1 (en) 2021-07-15
JP2023504933A (ja) 2023-02-07
KR102505699B1 (ko) 2023-03-02
PH12022551458A1 (en) 2023-05-03
CN114902589A (zh) 2022-08-12
KR20220098268A (ko) 2022-07-11

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