博碩士論文 995201053 詳細資訊




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姓名 王瑜薪(Yu-Hsin Wang)  查詢紙本館藏   畢業系所 電機工程學系
論文名稱 應用於電容陣列區塊之維持良率的二冪次分割及權重優先序擺置法
(2CWP-CABC: A Yield-aware Placement with Power-of-Two Cutting and Weighted Priority for the Capacitor Array Block Creator)
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摘要(中) 隨著半導體製程技術的進步,從0.18um、90nm到現今最小可到22nm,製程變動(process variation)所造成元件之間的不匹配(mismatch)越來越嚴重,這代表著類比電路設計上的複雜度與時間成本越來越高,佈局的自動化設計便成為電路設計過程中一個關鍵的角色。在現今多數的類比數位電路之中,像是類比數位/數位類比轉換器或濾波器等等,其性能都取決於準確的電容比值。所以,如何達到準確的電容比值就成為一個很重要的議題。為了達到精確的電容比值,設計上會以並聯多顆較小的單位電容來取代一顆大電容,並利用空間相關性來解決製程上變動所帶來的問題。其中,要切割成多少顆單位電容及如何擺放在電容陣列就成為佈局擺置自動化中非常重要的一環。
本論文提出一種應用於電容陣列區塊佈局之維持良率的二冪次分割及權重優先序擺置法電容陣列佈局的方法。我們透過改變元件擺放的優先順序,依照不同的電路限制去改變權重的優先順序,將擺放出較佳的排列。並且我們建立一個二冪次的矩陣架構,並提出了一種二冪次電容切割法,運用此方法在電容擺置上就能達到高分散性(dispersion)、耗時少且精確度高的電容陣列佈局。最後舉出幾個不同的排列方式,藉由不同電容陣列的擺放結果來說明擺放對於陣列的影響。最後針對特定電路的特定電容組成的陣列進行比較。佈局完成後再透過Monte Carlo方法進行驗證,結果顯示電容比的匹配度提高且電路的良率提升。
摘要(英) As the evolution of semiconductor process technology from 0.18um, 90nm to the present minimum is 22nm, the process variation will be more and more serious in device mismatch. This represents the analog circuit design increase time-consuming and high complex, then layout automation is likely to play a key role in analog circuit design. The performance of many types of analog circuits, like ADC, DAC, filter, etc., relies on the implementation of accurate capacitor array ratios. In order to reduce the negative effects, designers are determined by properly arranging the identical unit-size capacitors and used spatial correlation to decrease the effect of process variation. Among them, how many unit-size capacitor you want to cut and how to assign the capacitance in capacitor array has become a very important part with automatic layout assignment.
In this thesis, we propose a layout assign method a yield-aware placement with power-of-two cutting and weighted priority for capacitor array block creator. We place by changing the priority of capacitor according to different circuit constraints, the placement will be place in a better result. And we have established a power-of-two matrix structure, and propose a power-of-two capacitance cutting method. Used this method in the capacitor placement can achieve high dispersion, less time-consuming and the accuracy of capacitor array layout. Finally, we cite a few different placements to illustrate the impact of placing the array. For a particular circuit, various assignment capacitor arrays are validated by their circuit yield, which is done by Monte Carlo method. The results show the matching of capacitor ratio increased and the circuit yield enhancement.
關鍵字(中) ★ 電容陣列
★ 電容陣列
關鍵字(英)
論文目次 中文摘要 i
Abstrast ii
致謝 iii
目錄 iv
圖目錄 vi
表目錄 viii
Chapter 1. 緒論 1
1.1 動機與背景 1
1.2 論文組織 3
Chapter 2. 電容佈局設計的概念 4
2.1 電容之簡介 4
2.2 電容不匹配的原因 7
2.3 電容匹配的規則 9
Chapter 3. 電容陣列的擺放 12
3.1 共質心(Common-Centroid) 12
3.2 空間相關性(Spatial Correlation) 15
3.2.1 相關性(Correlation)與元件不匹配(Mismatch) 17
3.2.2 電容比值的變異數與分散性 19
3.3 二冪次架構 21
3.3.1 二冪次的矩陣切割架構 21
3.3.2 二冪次切割法(Power-of-Two Cutting Method) 23
3.4 設計流程(Design Flow) 24
3.4.1 權重優先序(Weighted Priority) 26
3.4.2 單位矩陣擺放(Unit Matrix Assignment) 28
3.4.3 拷貝與補足(Copy and Cover) 32
Chapter 4. 實驗與分析 34
4.1 單一電容比的實現 34
4.2 電容連比的實現 37
4.2.1 分壓器(Switched-Capacitor Integration) 38
4.2.2 Fleischer-Laker Switched-Capacitor Biquad Filter 41
Chapter 5. 結論 46
參考文獻 47
參考文獻 [1] X. Jinjun, V.Zolotov, and H. Lei, “Robust Extraction of Spatial Correlation,” IEEE Trans. On Computer-Aided Design of Integrated Circuits and Systems, pp. 193-202, Apr. 2007.
[2] A. Hastings and R. A. Hastings, The Art of Analog Layout, Prentice Hall, 2000.
[3] M. J. McNutt, S. LeMarquis, and J. L. Dunkley, “Systematic Capacitance Matching Errors and Corrective Layout Procedures,” IEEE J. Solid-State Circuits, pp.611-616, May 1994.
[4] P-W. Lou, J-E. Chen, C-L Wey, L-C. Cheng, J-J. Chen, and W-C. Wu, ”Impact of Capacitance Correlation on Yield Enhancement of Mixed-Signal/Analog Integrated Circuits,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 27, Iss. 11, pp. 2097-2101, Nov. 2008.
[5] D. Sayed and M. Dessouky, “Automatic generation of common-centroid arrays with arbitrary capacitance ratio,” in Proc. Design Autom. Test Eur.Conf. Exhibit., pp. 576–580, Mar. 2002.
[6] J.-E Chen, P.-W. Luo, and C.-L. Wey, “Placement optimization for yield improvement of switched-capacitor analog integrated circuits,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 29, no. 2, pp. 313-318, Feb. 2010.
[7] C.-W. Lin, J.-M. Lin, Y.-C. Chiu, C.-P. Huang, and S.-J. Chang, “Common-centroid capacitor placement considering systematic and random mismatches in analog integrated circuits,” in Proc. ACM/IEEE DAC, 2011, pp. 528-533.
[8] C.L. Wey, J.E. Chen, C.-C. Huang, and P.-W. Luo, “Yield-Driven Common-Centroid Capacitor Placements for Mixed-Signal/Analog Integrated Circuits,” Proc. of Int’l Workshop on Design Automation on Analog/Mixed-signal Integrated Circuits, San Jose, CA, Nov. 8, 2012.
[9] D. Khalil, M. Dessouky, V. Bourguet, M. M. Louerat, A. Catheline, and H. Ragai, “Evaluation of Capacitance Ratios in Automated Accurate Common-Centroid Capacitance Arrays,” Proceedings of the 6th ISQED, March 2005, pp. 143-147.
[10] H. Masuda, “Challenge: Variability Characterization and Modeling for 65- to 90-nm Processes,” IEEE Custom Integrated Circuits Conference 2005.
[11] L. Zhang, R. Raut, Y. Jiang, and U. Kleine. “Placement algorithm in analog-layout designs,” IEEE Trans. On Computer-Aided Design of Integrated Circuits and Systems, pp.1889-1903, Oct. 2006.
[12] M.-F. Lan, A. Tammineedi and R. Geiger. “Current Mirror Layout Strategies for Enhancing Matching Performance,” Analog Integrated Circuit and Signal Processing, Kluwer Academic Publishers, pp. 9-26, Jul. 2001.
[13] M. J. M. Pelgrom, A. C. J. Duinmaijer, and A. P. G. Welbers, “Matching properties of MOS transistors,” IEEE Journal of Solid-State Circuits, pp.1433-1439, Oct 1989.
[14] B. Razavi, Design of Analog CMOS Integrated Circuits, Mcgraw-Hill, 2001.
[15] C. S. G. Conroy, W. A. Lane, and M. A. Moran, “Statistical Design Techniques for D/A Converters,” IEEE Journal of Solid-State Circuits, pp. 1118-1128, Aug 1989
[16] K.R. Laker and W.M. Sansen, Design of Analog Integrated Circuits and Systems, McGraw Hill, 1994.
指導教授 陳竹一(Jwu-E Chen) 審核日期 2013-7-22
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