Intrafield effects on device and circuit manufacturability: A statistical simulation approach

被引:3
作者
Krivokapic, Z [1 ]
Heavlin, WD [1 ]
机构
[1] Adv Micro Devices Inc, Sunnyvale, CA 94088 USA
关键词
D O I
10.1109/66.806121
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In spite of the numerous improvements in deep ultraviolet (DUV) lithography, minimizing lens aberrations remains critical to obtaining manufacturable logic technologies, In this paper, we investigate the effects of lens imperfections on the distributions of process, device, and circuit parameters. Lens imperfections, as manifested by intrafield gate critical dimension (CD) variations, can affect device and circuit parameters strongly, The latter is central to designing fast high-yielding logic products, especially microprocessors. Our approach employs process, device, and statistical simulations, coupled with extensive calibration, to predict manufacturing distributions for a new technology well before-it is ramped to full-scale production, We study nominal channel length n- and p-channel devices, inverter ring oscillators, and four-input NAND standard cells. We compare different stepper conditions both for conventional and annular illumination. We consider the case of more than one die in a reticle field and investigate how lens imperfections affects different dice therein. We apply our approach to an experimental DUV stepper and demonstrate coma effects that potentially lower yields. Our results also include a paradox: the best annular illumination case, which betters the! CD distributions of conventional illumination, ultimately yields worse circuit performance.
引用
收藏
页码:437 / 451
页数:15
相关论文
共 31 条
[1]  
Bernstein K., 1998, HIGH SPEED CMOS DESI
[2]  
Box GEP., 1960, Technometrics, V2, P455, DOI [DOI 10.1080/00401706.1960.10489912, 10.2307/1266454]
[3]  
Box GEP, 1987, Empirical model-building and response surfaces
[4]   Impact of lens aberrations on optical lithography [J].
Brunner, TA .
IBM JOURNAL OF RESEARCH AND DEVELOPMENT, 1997, 41 (1-2) :57-67
[5]   PERFORMANCE MODELING USING ADDITIVE REGRESSION SPLINES [J].
CHAO, CY ;
MILOR, LS .
IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, 1995, 8 (03) :239-251
[6]  
CHARRIER EW, 1995, P SOC PHOTO-OPT INS, V2440, P435, DOI 10.1117/12.209274
[7]   LOCALLY WEIGHTED REGRESSION - AN APPROACH TO REGRESSION-ANALYSIS BY LOCAL FITTING [J].
CLEVELAND, WS ;
DEVLIN, SJ .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1988, 83 (403) :596-610
[8]  
DERRINGER G, 1980, J QUAL TECHNOL, V23, P363
[9]   MULTIVARIATE ADAPTIVE REGRESSION SPLINES [J].
FRIEDMAN, JH .
ANNALS OF STATISTICS, 1991, 19 (01) :1-67
[10]  
Haykin S.S., 1995, Neural networks. A comprehensive foundation