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  1. NTU Theses and Dissertations Repository
  2. 電機資訊學院
  3. 電信工程學研究所
請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/59103
完整後設資料紀錄
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dc.contributor.advisor曹恆偉
dc.contributor.authorShang-Yi Linen
dc.contributor.author林尚奕zh_TW
dc.date.accessioned2021-06-16T09:16:05Z-
dc.date.available2022-07-20
dc.date.copyright2017-07-20
dc.date.issued2017
dc.date.submitted2017-07-17
dc.identifier.citation[1] IEEE Std. 802.3ba-2010, pp. 1-457, IEEE, 2010.
[2] 'PAM4 signal generation and BER measurement solution'
https://dl.cdn-anritsu.com/en-en/test-measurement/files/Product-Introductions/Product-Introduction/mp1800a-el6200.pdf
[3] Y.T. Chien, 'Asynchronous Signal Quality Monitoring and Equalizing Module of High-Speed Wired Communication System', Graduate Institute of Electronics Engineering College of Electrical Engineering & Computer Science, National Taiwan University, Master Thesis, 2015.
[4] John G. Proakis, Masoud Salehi, Digital Communications, 5th edition, McGraw-Hill, 2008.
[5] http://www.avant-tek.com/Product/EDA_Tools/ADK_TC.html
[6] http://www.eetimes.com/document.asp?doc_id=1292776
[7] 'Comparison of PAM-4 and NRZ signaling'
http://www.ieee802.org/3/bladesg/public/mar04/anderson_01_0304.pdf
[8] 'PAM4 signaling in high speed serial technology: test, analysis, and debug'
www.tek.com/dl/55W_60273_0_HR_Letter.pdf
[9] I. Shake, H. Takara and S. Kawanishi, 'Technology for flexibly monitoring optical signal quality in transparent optical communications,' Journal of optical networking, vol. 6, no. 11, pp.1229-1235, 2007.
[10] Y.T. Chin, 'Asynchronous Eye Diagram Reconstruction Module for 100GBE Signal Monitoring', Graduate Institute of Electronics Engineering College of Electrical Engineering & Computer Science, National Taiwan University, Master Thesis, 2013.
[11] M. Westlund, H. Sunnerud, M. Karlsson, and P.A. Andrekson, 'Software-synchronized all-optical sampling for fiber communication systems.' Journal of Lightwave technology, vol.23, no.3, pp.1088-1098, 2005.
[12] G.V. Moustakides, F. Cerou, O. Audouin and L Noirie, 'Eye diagram reconstruction using asynchronous imperfect sampling, application to BER estimation for fiber-optic communication systems', Proceedings 11th European Signal Processing Conference (EUSIPCO’2002), vol. III, pp. 375-378, Toulouse, France, 2002.
[13] E. Mobilon, M. R. X. de Barros and A. Lopes, 'Experimental verification of an eye diagram reconstruction technique based on asynchronous undersampling, ' SBMO/IEEE MTT-S International Conference on Microwave and Optoelectronics, 2005, pp.603-606.
[14] https://read01.com/oemJdj.html
[15] M. Acharya and M. Soni, 'System, method and apparatus for accurate signal analysis', U.S. Patent 2010/0017157, issued January 21, 2010.
[16] H. Zhang, B. Jiao and G. Zhang, 'PAM4 signaling for 56G serial link applications-A Tutorial'
https://www.xilinx.com/publications/events/designcon/2016/slides-pam4signalingfor56gserial-zhang-designcon.pdf
[17] M. Rasztovits-Wiech, K. Studer and W. R. Leeb, 'Bit error probability estimation algorithm for signal supervision in all-optical networks,' Electronics Letters, vol. 35, no. 20, pp. 1754-1755, 30 Sep 1999.
[18] I. Shake, W. Takara, S. Kawanishi and Y. Yamabayashi, 'Optical signal quality monitoring method based on optical sampling,' Electronics Letters, vol. 34, no. 22, pp. 2152-2154, 29 Oct 1998.
[19] I. Shake and H. Takara, 'Averaged Q -Factor Method Using Amplitude Histogram Evaluation for Transparent Monitoring of Optical Signal-to-Noise Ratio Degradation in Optical Transmission System,' J. Lightwave Technol. 20, 1367- (2002)
[20] H. Takara, I. Shake, T. Ohara and B. Kozicki, 'Optical performance monitoring using asynchronous amplitude histogram,' COIN-ACOFT 2007 - Joint International Conference on the Optical Internet and the 32nd Australian Conference on Optical Fibre Technology, Melbourne, VIC, 2007, pp. 1-3.
[21] I. Shake, H. Takara and S. Kawanishi, 'Simple Q factor monitoring for BER estimation using opened eye diagrams captured by high-speed asynchronous electrooptical sampling,' in IEEE Photonics Technology Letters, vol. 15, no. 4, pp. 620-622, April 2003.
[22] J. A. Jargon, C. M. J. Wang and P. D. Hale, 'A Robust Algorithm for Eye-Diagram Analysis,' in Journal of Lightwave Technology, vol. 26, no. 21, pp. 3592-3600, Nov.1, 2008.
[23] I. Shake, H. Takara and S. Kawanishi, 'Simple measurement of eye diagram and BER using high-speed asynchronous sampling,' in Journal of Lightwave Technology, vol. 22, no. 5, pp. 1296-1302, May 2004.
[24] S.H. Chiu, 'Adaptive Decision Point Control and Eye diagram Reconstruction applied to High Speed Wire Communication', Graduate Institute of Communication Engineering College of Electrical Engineering & Computer Science, National Taiwan University, Master Thesis, 2014.
[25] 'Low cost 25G PAM-4 solution for next Gen 100GE PMD'
http://www.ieee802.org/3/100GNGOPTX/public/jul12/cui_01_0712_optx.pdf
[26] 'A comparison of 25Gbps NRZ & PAM-4 modulation used in legacy & premium backplane channels'
http://www.te.com/documentation/electrical-models/files/papers/DC2012_CM.pdf
[27] 'PAM-4 design challenges and the implications on test'
http://literature.cdn.keysight.com/litweb/pdf/5992-0527EN.pdf
[28] 'PAM-4 solutions for transmit and receive design characterization'
http://www.keysight.com/upload/cmc_upload/All/23Oct2014WebcastSlides.pdf?&cc=TW&lc=cht
[29] Shijie Zheng, 'A low cost asynchronous eye diagram reconstruction system for high speed links', Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Master Thesis, 2013.
[30] H. Zhang, C. Schmidt-Langhorst, Wei Zhao and C. Schubert, 'Mitigation of sampling clock drift in asynchronously under-sampled optical bit pattern monitoring,' 2009 Asia Communications and Photonics conference and Exhibition (ACP), Shanghai, China, 2009, pp. 1-9.
[31] I. Shake, H. Takara and T. Morioka, 'Determination of the origin of BER degradation utilizing asynchronous amplitude histograms,' Technical Digest. CLEO/Pacific Rim 2001. 4th Pacific Rim Conference on Lasers and Electro-Optics (Cat. No.01TH8557), Chiba, Japan, 2001, pp. II-II.
[32] S. Ohteru and N. Takachio, 'Optical signal quality monitor using direct Q-factor measurement,' in IEEE Photonics Technology Letters, vol. 11, no. 10, pp. 1307-1309, Oct. 1999.
[33] B. Teipen, N. Eiselt, A. Dochhan, H. Griesser, M. Eiselt and J. P. Elbers, 'Investigation of PAM-4 for extending reach in data center interconnect applications,' 2015 17th International Conference on Transparent Optical Networks (ICTON), Budapest, 2015, pp. 1-4.
dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/59103-
dc.description.abstract隨著科技日新月異,4G、5G行動通訊以及高畫質影像的快速發展,在高速光纖傳輸系統當中,傳統NRZ訊號所攜帶的資訊量已不夠人們的需求。因此攜帶資訊量為NRZ訊號兩倍的PAM-4訊號逐漸取代NRZ訊號成為下世代高速有線傳輸的主角。
在高速有線傳輸系統當中會隨著不同的雜訊、色散、衰減等因素影響整體系統的訊號傳輸品質,因此即時的訊號品質監測及分析對於高速有線傳輸系統來說是不可或缺的。由於高速有線傳輸系統當中訊號時脈速率較高,因此以同步方式進行訊號品質分析時需要複雜的高速時脈資料回復電路(CDR)來獲取訊號時脈資訊,再對訊號進行分析。本論文中我們採用非同步的方式在接收端直接對訊號取樣,再將取樣後的訊號進行分析。這麼做可以不必使用CDR而有效降低訊號監測的設計成本。此外,非同步的方式還可以應用在不同速率的多通道系統當中。
本篇論文採用非同步的方式取樣PAM-4訊號,再利用適當的演算法重建PAM-4訊號眼圖。又因為PAM-4訊號眼圖有別於以往NRZ訊號眼圖的單純性,因此本篇論文也提出眼圖分割、眼圖重疊方法以便估計PAM-4訊號個別子眼圖的眼寬、眼高、峰對峰抖動以及符號錯誤率,並且找出針對訊號整體之最佳取樣位置,產出系統即時的訊號品質分析。
本篇論文所設計的PAM-4眼圖參數分析演算法,具快速、簡單的特性且經過修改後,亦可適用於高階的調變訊號進行即時訊號品質監測及分析。
zh_TW
dc.description.abstractWith the rapid development of 4G, 5G mobile communication and High Definition (HD) video, the information volume carried by traditional NRZ signal is not enough for today’s needs. Because the PAM-4 signal can carry twice the information volume of the NRZ signal, the PAM-4 signals have been adopted to replace NRZ signals in the next generation high-speed wired communication system.
There are different types of noise, dispersion, attenuation, et cetera. which affect the overall signal transmission quality in the high-speed wired communication system, so real-time signal quality monitoring and analysis for high-speed wired communication system is indispensable. Due to the high data rate in high-speed wired communication system, a complex high-speed CDR (clock data recovery) circuit is needed for recovering the clock from the signal during the signal quality analysis in synchronous sampling. In this thesis, asynchronous sampling is employed on the receiver end which can avoid the use of the CDR to effectively reduce design cost of signal monitoring. A part from that, the asynchronous sampling can also be used in multi-channel systems of various data rates.
In this thesis, asynchronous sampling of the PAM-4 signal is adopted, and an novel algorithm is development for reconstructing the PAM-4 signal eye diagrams. Because the PAM-4 signal is different from the NRZ signal, we proposed an eye segmentation and eye pattern overlap method for estimating the parameters of each individual PAM-4 signals’ sub-eye diagrams. The parameters include eyewides, eyeheights, peak-to-peak jitters, and symbol error rates. After extracting the signal parameters, the best sampling position for the overall signal can be determined.
The PAM-4 eye-diagram parameter analysis algorithm presented in this thesis can obtain the signal parameters rapidly with a simple implementation. With slight modification, it can be applied for real-time signal quality monitoring and analysis of higher-order modulated signals.
en
dc.description.provenanceMade available in DSpace on 2021-06-16T09:16:05Z (GMT). No. of bitstreams: 1
ntu-106-R04942095-1.pdf: 80568333 bytes, checksum: 2c189a1d6266b848e73671236b2b9d90 (MD5)
Previous issue date: 2017
en
dc.description.tableofcontents口試委員會審定書....................................................i
致謝...............................................................ii
中文摘要..........................................................iii
Abstract........................................................... iv
目錄...............................................................vi
圖目錄.............................................................ix
表目錄............................................................xiv
第一章 緒論........................................................ 1
1.1 前言........................................................1
1.2 研究主題及主要貢獻..........................................1
1.3 論文架構....................................................3
第二章 訊號品質監測背景知識介紹.................................... 4
2.1 訊號品質相關名詞介紹........................................4
2.1.1 符號/位元錯誤率.......................................4
2.1.2 訊號雜訊比............................................4
2.2 眼圖介紹....................................................5
2.2.1 眼圖參數介紹..........................................6
2.3訊號格式................................................... 12
2.3.1 不歸零編碼...........................................12
2.3.2 四階脈波振幅調變.....................................13
2.3.3 NRZ訊號與PAM-4訊號之比較...........................14
2.4 PAM-4訊號之錯誤率......................................... 17
第三章 非同步眼圖重建演算法........................................19
3.1 非同步取樣介紹.............................................19
3.2 非同步直方圖介紹...........................................21
3.3 非同步眼圖重建.............................................23
3.3.1 非同步眼圖重建介紹...................................23
3.3.2 滑動FIR濾波器演算法介紹............................. 25
3.4 PAM-4訊號非同步眼圖重建演算法............................. 32
3.5 PAM-4訊號之眼圖偏移及修正................................. 36
第四章 PAM-4眼圖參數分析演算法...................................46
4.1 PAM-4眼圖分割............................................. 46
4.2 時脈抖動及眼寬估測演算法...................................49
4.3 眼圖統計直方圖之雜點消除法.................................55
4.4 眼高估測演算法.............................................58
4.5 眼圖最佳取樣位置決定演算法.................................66
第五章 演算法模擬及實驗結果........................................71
5.1 模擬環境...................................................71
5.2 1550nm EML PAM-4模擬結果................................. 73
5.2.1 B2B模擬結果......................................... 74
5.2.2 5公里SMF傳輸模擬結果...............................75
5.2.3 10公里SMF傳輸模擬結果..............................76
5.2.4 15公里SMF傳輸模擬結果..............................77
5.2.5 20公里SMF傳輸模擬結果..............................78
5.2.6 25公里SMF傳輸模擬結果..............................79
5.3 1550nm DML PAM-4模擬結果................................. 80
5.3.1 B2B模擬結果......................................... 80
5.3.2 3公里SMF傳輸模擬結果...............................81
5.3.3 5公里SMF傳輸模擬結果...............................82
5.3.4 7公里SMF傳輸模擬結果...............................83
5.4 模擬結果的趨勢比較.........................................84
5.5 實驗結果...................................................89
第六章 結論與未來展望..............................................92
6.1 結論.......................................................92
6.2 未來展望...................................................93
參考文獻...........................................................94
dc.language.isozh-TW
dc.subject四階脈波振幅調變(PAM-4)訊號zh_TW
dc.subject非同步取樣zh_TW
dc.subject訊號品質監測zh_TW
dc.subject眼圖zh_TW
dc.subject高速有線傳輸系統zh_TW
dc.subject光纖通訊zh_TW
dc.subjectPAM-4 signalen
dc.subjectAsynchronous samplingen
dc.subjectSignal quality monitoringen
dc.subjectEye diagramen
dc.subjectHigh-Speed wired communication systemen
dc.subjectOptical fiber communicationen
dc.title應用於高速有線傳輸系統之非同步取樣式PAM-4訊號眼圖重建及參數估測演算法zh_TW
dc.titleAsynchronous PAM-4 Signal Quality Monitoring Method of High-Speed Wired Communication Systemen
dc.typeThesis
dc.date.schoolyear105-2
dc.description.degree碩士
dc.contributor.coadvisor李三良
dc.contributor.oralexamcommittee陳智弘
dc.subject.keyword非同步取樣,訊號品質監測,眼圖,高速有線傳輸系統,光纖通訊,四階脈波振幅調變(PAM-4)訊號,zh_TW
dc.subject.keywordAsynchronous sampling,Signal quality monitoring,Eye diagram,High-Speed wired communication system,Optical fiber communication,PAM-4 signal,en
dc.relation.page98
dc.identifier.doi10.6342/NTU201701392
dc.rights.note有償授權
dc.date.accepted2017-07-17
dc.contributor.author-college電機資訊學院zh_TW
dc.contributor.author-dept電信工程學研究所zh_TW
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