JP7607652B2 - 光学部品を処理するための装置、システム、及び、方法 - Google Patents
光学部品を処理するための装置、システム、及び、方法 Download PDFInfo
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- JP7607652B2 JP7607652B2 JP2022525476A JP2022525476A JP7607652B2 JP 7607652 B2 JP7607652 B2 JP 7607652B2 JP 2022525476 A JP2022525476 A JP 2022525476A JP 2022525476 A JP2022525476 A JP 2022525476A JP 7607652 B2 JP7607652 B2 JP 7607652B2
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- optical
- neural network
- waveform
- output data
- optical device
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B10/00—Transmission systems employing electromagnetic waves other than radio-waves, e.g. infrared, visible or ultraviolet light, or employing corpuscular radiation, e.g. quantum communication
- H04B10/07—Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems
- H04B10/073—Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems using an out-of-service signal
- H04B10/0731—Testing or characterisation of optical devices, e.g. amplifiers
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B10/00—Transmission systems employing electromagnetic waves other than radio-waves, e.g. infrared, visible or ultraviolet light, or employing corpuscular radiation, e.g. quantum communication
- H04B10/07—Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B10/00—Transmission systems employing electromagnetic waves other than radio-waves, e.g. infrared, visible or ultraviolet light, or employing corpuscular radiation, e.g. quantum communication
- H04B10/07—Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems
- H04B10/075—Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems using an in-service signal
- H04B10/079—Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems using an in-service signal using measurements of the data signal
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B10/00—Transmission systems employing electromagnetic waves other than radio-waves, e.g. infrared, visible or ultraviolet light, or employing corpuscular radiation, e.g. quantum communication
- H04B10/07—Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems
- H04B10/075—Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems using an in-service signal
- H04B10/079—Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems using an in-service signal using measurements of the data signal
- H04B10/0795—Performance monitoring; Measurement of transmission parameters
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B10/00—Transmission systems employing electromagnetic waves other than radio-waves, e.g. infrared, visible or ultraviolet light, or employing corpuscular radiation, e.g. quantum communication
- H04B10/07—Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems
- H04B10/075—Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems using an in-service signal
- H04B10/079—Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems using an in-service signal using measurements of the data signal
- H04B10/0799—Monitoring line transmitter or line receiver equipment
Landscapes
- Physics & Mathematics (AREA)
- Electromagnetism (AREA)
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Optical Communication System (AREA)
- Testing Of Optical Devices Or Fibers (AREA)
Applications Claiming Priority (5)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201962930681P | 2019-11-05 | 2019-11-05 | |
| US62/930,681 | 2019-11-05 | ||
| US202063057572P | 2020-07-28 | 2020-07-28 | |
| US63/057,572 | 2020-07-28 | ||
| PCT/US2020/059086 WO2021092156A1 (en) | 2019-11-05 | 2020-11-05 | Devices, systems, and methods for processing optical components |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2022554306A JP2022554306A (ja) | 2022-12-28 |
| JP2022554306A5 JP2022554306A5 (https=) | 2023-11-06 |
| JP7607652B2 true JP7607652B2 (ja) | 2024-12-27 |
Family
ID=75849449
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2022525476A Active JP7607652B2 (ja) | 2019-11-05 | 2020-11-05 | 光学部品を処理するための装置、システム、及び、方法 |
Country Status (5)
| Country | Link |
|---|---|
| US (1) | US12483328B2 (https=) |
| JP (1) | JP7607652B2 (https=) |
| CN (1) | CN114729965A (https=) |
| DE (1) | DE112020005481T5 (https=) |
| WO (1) | WO2021092156A1 (https=) |
Families Citing this family (20)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP7739341B2 (ja) | 2020-06-11 | 2025-09-16 | テクトロニクス・インコーポレイテッド | 画像データ生成システム及び波形分類方法 |
| JP2024506293A (ja) | 2021-02-03 | 2024-02-13 | テクトロニクス・インコーポレイテッド | 人間と機械学習のためのオーバーレイ、コンポジット、ダイナミック・アイ・トリガを備えたアイのクラス・セパレータ |
| US11907090B2 (en) * | 2021-08-12 | 2024-02-20 | Tektronix, Inc. | Machine learning for taps to accelerate TDECQ and other measurements |
| US11923896B2 (en) * | 2021-03-24 | 2024-03-05 | Tektronix, Inc. | Optical transceiver tuning using machine learning |
| US11923895B2 (en) * | 2021-03-24 | 2024-03-05 | Tektronix, Inc. | Optical transmitter tuning using machine learning and reference parameters |
| US20240235669A1 (en) * | 2021-03-24 | 2024-07-11 | Tektronix, Inc. | Systems and methods for tuning and measuring a device under test using machine learning |
| US12442852B2 (en) | 2022-03-30 | 2025-10-14 | Tektronix, Inc. | Tuning a device under test using parallel pipeline machine learning assistance |
| US11940889B2 (en) * | 2021-08-12 | 2024-03-26 | Tektronix, Inc. | Combined TDECQ measurement and transmitter tuning using machine learning |
| US20220334180A1 (en) * | 2021-04-20 | 2022-10-20 | Tektronix, Inc. | Real-equivalent-time flash array digitizer oscilloscope architecture |
| US12146914B2 (en) | 2021-05-18 | 2024-11-19 | Tektronix, Inc. | Bit error ratio estimation using machine learning |
| EP4096118A1 (en) * | 2021-05-28 | 2022-11-30 | ADVA Optical Networking SE | Method for determining actual values of one or more characteristics of a phase-modulated optical signal |
| US12571841B2 (en) | 2021-06-04 | 2026-03-10 | Tektronix, Inc. | General digital signal processing waveform machine learning control application |
| US11601204B2 (en) | 2021-07-16 | 2023-03-07 | Cisco Technology, Inc. | Leveraging coherent detection to measure performance of optical transmitter |
| US12416662B2 (en) | 2022-01-14 | 2025-09-16 | Tektronix, Inc. | Machine learning model training using de-noised data and model prediction with noise correction |
| US12596145B2 (en) | 2022-03-30 | 2026-04-07 | Tektronix, Inc. | Optical tuning test system using parallel oven pipelines with parallel instrument channels and machine learning assistance |
| EP4566247A4 (en) * | 2022-10-10 | 2025-11-12 | Huawei Tech Co Ltd | RECEIVER DEVICE FOR PULSE AMPLITUDE MODULATION SIGNALS |
| US20240168471A1 (en) * | 2022-11-23 | 2024-05-23 | Tektronix, Inc. | Interoperability predictor using machine learning and repository of tx, channel, and rx models from multiple vendors |
| JP7570452B2 (ja) * | 2023-03-27 | 2024-10-21 | 東芝情報システム株式会社 | 機械学習判定モデル、機械学習判定モデル生成方法及び機械学習判定モデル生成用プログラム |
| CN116614178B (zh) * | 2023-05-10 | 2025-12-23 | 中国联合网络通信集团有限公司 | 一种割接状态确定方法、装置、电子设备及存储介质 |
| CN120043644B (zh) * | 2025-04-23 | 2025-08-12 | 大连理工大学 | 基于神经网络的超宽带任意光学波形单帧测量方法 |
Family Cites Families (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US8111986B1 (en) * | 2004-12-22 | 2012-02-07 | Clariphy Communications, Inc. | Testing of transmitters for communication links by software simulation of reference channel and/or reference receiver |
| US7643752B2 (en) * | 2004-12-22 | 2010-01-05 | Clariphy Communications, Inc. | Testing of transmitters for communication links by software simulation of reference channel and/or reference receiver |
| US8494376B2 (en) * | 2008-04-14 | 2013-07-23 | Avago Technologies General Ip (Singapore) Pte. Ltd. | Method and apparatus for testing transmitters in optical fiber networks |
| US9608721B2 (en) * | 2014-05-01 | 2017-03-28 | Mellanox Technologies Demark Aps | Method of calculating transmitter and dispersion penalty for predicting optical data link and signal quality |
| US10585121B2 (en) * | 2016-09-12 | 2020-03-10 | Tektronix, Inc. | Recommending measurements based on detected waveform type |
| US10782543B2 (en) * | 2017-06-10 | 2020-09-22 | Luxtera Llc | Method and system for a distributed mach-zehnder interferometer with integrated feed forward equalizer |
| CN107342810B (zh) | 2017-07-03 | 2019-11-19 | 北京邮电大学 | 基于卷积神经网络的深度学习智能眼图分析方法 |
| US20190038387A1 (en) | 2017-08-07 | 2019-02-07 | Dentsply Sirona Inc. | Integrated porcelain system for a dental prosthesis |
| US10396897B1 (en) * | 2018-04-17 | 2019-08-27 | General Electric Company | Systems and methods for predicting defects in optical transceiver devices |
| CN112803997A (zh) * | 2018-04-27 | 2021-05-14 | 华为技术有限公司 | 一致性测试方法、装置和存储介质 |
| CN112534282B (zh) * | 2018-06-14 | 2024-12-10 | 特克特朗尼克公司 | 集成通信链路测试 |
| US10903204B2 (en) | 2018-07-24 | 2021-01-26 | Amazing Microelectronic Corp. | Lateral transient voltage suppressor device |
| US10727973B1 (en) * | 2019-04-19 | 2020-07-28 | Fujitsu Limited | Apparatus and method for self-learning and predictive DWDM network |
| US11443137B2 (en) * | 2019-07-31 | 2022-09-13 | Rohde & Schwarz Gmbh & Co. Kg | Method and apparatus for detecting signal features |
| CN115441944A (zh) * | 2019-08-31 | 2022-12-06 | 华为技术有限公司 | 一种获取发射机测试参数的方法和装置以及存储介质 |
| US11133865B2 (en) * | 2019-10-08 | 2021-09-28 | Nec Corporation | Optical network performance evaluation using a hybrid neural network |
-
2020
- 2020-11-05 DE DE112020005481.0T patent/DE112020005481T5/de active Pending
- 2020-11-05 WO PCT/US2020/059086 patent/WO2021092156A1/en not_active Ceased
- 2020-11-05 JP JP2022525476A patent/JP7607652B2/ja active Active
- 2020-11-05 CN CN202080082869.9A patent/CN114729965A/zh active Pending
- 2020-11-05 US US17/774,210 patent/US12483328B2/en active Active
Non-Patent Citations (4)
| Title |
|---|
| J.A. JARGON et al.,"Optical Performance Monitoring Using Artificial Neural Networks Trained With Eye-Diagram Parameters",IEEE Photonics Technology Letters,2009年01月,Vol. 21, No. 1,PP.54-56 |
| Richard Jones et al.,"Heterogeneously Integrated InP/Silicon Photonics: Fabricating Fully Functional Transceivers", IEEE Nanotechnology Magazine,2019年03月,Vol. 13, No. 2,PP.17-26 |
| Xiaoxia WU et al.,"Training of neural networks to perform optical performance monitoring of a combination of accumulated signal nonlinearity, CD, PMD, and OSNR",LEOS 2008 - 21st Annual Meeting of the IEEE Lasers and Electro-Optics Society,2008年, PP.543-544 |
| 今井 雄大ほか,"400Gbps小型集積EML-TOSA",三菱電機技報,2019年03月,第93巻, 第3号,PP.172-176 |
Also Published As
| Publication number | Publication date |
|---|---|
| DE112020005481T5 (de) | 2022-09-15 |
| US12483328B2 (en) | 2025-11-25 |
| CN114729965A (zh) | 2022-07-08 |
| WO2021092156A1 (en) | 2021-05-14 |
| JP2022554306A (ja) | 2022-12-28 |
| US20220407595A1 (en) | 2022-12-22 |
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