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    • 101. 发明授权
    • Linear prediction for filtering of data during in-situ monitoring of polishing
    • 在抛光原位监测期间过滤数据的线性预测
    • US09308618B2
    • 2016-04-12
    • US13456801
    • 2012-04-26
    • Dominic J. Benvegnu
    • Dominic J. Benvegnu
    • B24B37/00B24B37/013B24B49/10
    • B24B37/013B24B49/10
    • A method of controlling polishing includes polishing a substrate, during polishing monitoring the substrate with an in-situ monitoring system, the monitoring including generating a signal from a sensor, and filtering the signal to generate a filtered signal. The signal includes a sequence of measured values, and the filtered signal including a sequence of adjusted values. The filtering includes for each adjusted value in the sequence of adjusted values, generating at least one predicted value from the sequence of measured values using linear prediction, and calculating the adjusted value from the sequence of measured values and the predicted value. At least one of a polishing endpoint or an adjustment for a polishing rate is determined from the filtered signal.
    • 控制抛光的方法包括在用原位监测系统对衬底进行抛光监测期间抛光衬底,所述监测包括从传感器产生信号,以及对信号进行滤波以产生滤波信号。 信号包括测量值的序列,并且滤波的信号包括调节值的序列。 过滤包括调整值序列中的每个调整值,使用线性预测从测量值序列生成至少一个预测值,以及根据测量值序列和预测值计算调整值。 从滤波的信号确定抛光终点或抛光速率的调整中的至少一个。
    • 104. 发明申请
    • ENDPOINT DETECTION USING SPECTRUM FEATURE TRAJECTORIES
    • 使用光谱特征TRAJECTORIES进行端点检测
    • US20120289124A1
    • 2012-11-15
    • US13103868
    • 2011-05-09
    • Dominic J. BenvegnuBoguslaw A. Swedek
    • Dominic J. BenvegnuBoguslaw A. Swedek
    • B24B49/12
    • B24B49/12B24B37/013
    • A method of polishing includes polishing a substrate, making a sequence of measurements of light reflected from the substrate while the substrate is being polished, at least some of the measurements of the sequence of measurements differing due to material being removed during polishing, for each measurement in the sequence, determining a first value of a first characteristic and a second value of a different second characteristic of the light to generate a sequence of first values and second values, storing a predetermined path in a coordinate space of the first characteristic and the second characteristic, for each measurement in the sequence, determining a position on the path based on the first value and the second value, and determining at least one of a polishing endpoint or an adjustment for a polishing rate based on the position on the path.
    • 抛光方法包括:抛光衬底,在衬底被抛光的同时对从衬底反射的光进行一系列测量,对于每次测量,由于在抛光过程中材料被去除而导致的测量序列的至少一些测量值不同 在该顺序中,确定光的第一特性的第一值和不同第二特性的第二值,以产生第一值和第二值的序列,将预定路径存储在第一特性的坐标空间中,并且第二值 特征,对于序列中的每个测量,基于第一值和第二值确定路径上的位置,并且基于路径上的位置来确定抛光终点或抛光速率的调整中的至少一个。
    • 109. 发明授权
    • Endpoint detection using spectrum feature trajectories
    • 使用频谱特征轨迹的端点检测
    • US08657646B2
    • 2014-02-25
    • US13103868
    • 2011-05-09
    • Dominic J. BenvegnuBoguslaw A. Swedek
    • Dominic J. BenvegnuBoguslaw A. Swedek
    • B24B49/12
    • B24B49/12B24B37/013
    • A method of polishing includes polishing a substrate, making a sequence of measurements of light reflected from the substrate while the substrate is being polished, at least some of the measurements of the sequence of measurements differing due to material being removed during polishing, for each measurement in the sequence, determining a first value of a first characteristic and a second value of a different second characteristic of the light to generate a sequence of first values and second values, storing a predetermined path in a coordinate space of the first characteristic and the second characteristic, for each measurement in the sequence, determining a position on the path based on the first value and the second value, and determining at least one of a polishing endpoint or an adjustment for a polishing rate based on the position on the path.
    • 抛光方法包括:抛光衬底,在衬底被抛光的同时对从衬底反射的光进行一系列测量,对于每次测量,由于在抛光过程中材料被去除而导致的测量序列的至少一些测量值不同 在该顺序中,确定光的第一特性的第一值和不同第二特性的第二值,以产生第一值和第二值的序列,将预定路径存储在第一特性的坐标空间中,并且第二值 特征,对于序列中的每个测量,基于第一值和第二值确定路径上的位置,并且基于路径上的位置来确定抛光终点或抛光速率的调整中的至少一个。
    • 110. 发明申请
    • METHOD OF CONTROLLING POLISHING USING IN-SITU OPTICAL MONITORING AND FOURIER TRANSFORM
    • 使用现场光学监测和FOURIER变换控制抛光的方法
    • US20130280827A1
    • 2013-10-24
    • US13454002
    • 2012-04-23
    • Dominic J. BenvegnuBoguslaw A. Swedek
    • Dominic J. BenvegnuBoguslaw A. Swedek
    • H01L21/66
    • H01L22/12B24B37/013B24B49/12G01N21/359H01L22/26
    • A method of controlling a polishing operation includes polishing a substrate, during polishing obtaining a sequence over time of measured spectra from the substrate with an in-situ optical monitoring system, for each measured spectrum from the sequence of measured spectra applying a Fourier transform to the measured spectrum to generate a transformed spectrum thus generating a sequence of transformed spectra, for each transformed spectrum identifying a peak of interest from a plurality of peaks in the transformed spectrum, for each transformed spectrum determining a position value for the peak of interest in the transformed spectrum thus generating a sequence of position values, and determining at least one of a polishing endpoint or an adjustment of a pressure to the substrate from the sequence of position values.
    • 一种控制抛光操作的方法包括:在抛光期间,利用原位光学监测系统从基底测量的光谱获得随时间变化的序列,对基底进行抛光,从测量光谱序列中应用傅里叶变换到 测量的频谱,以产生变换的频谱,从而为每个变换的频谱,对于每个变换的频谱,从变换的频谱中的多个峰中识别感兴趣的峰,对于每个转化的谱,确定转化的峰中的感兴趣的峰的位置值 从而产生位置值序列,并根据位置值序列确定抛光终点或对衬底的压力的调整中的至少一个。