首页> 外文会议>11th European advanced equipment control/advanced process control conference 2011 >Modified Principal Component Analysis for Real-Time Endpoint Detection of SiO_2 Etching Using Plasma Impedance Monitoring
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Modified Principal Component Analysis for Real-Time Endpoint Detection of SiO_2 Etching Using Plasma Impedance Monitoring

机译:改进的主成分分析技术,用于等离子体阻抗监测的SiO_2蚀刻实时终点

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Plasma etching is used in microelectronic processing for patterning of micro- and nano-scale devices.[1] In plasma etcher, generated reactive ions and radicals react with a wafer surface, resulting in the removal of selected target materials for patterning. But materials which are not selected can be etched too much after the target material is fully removed. Severe over-etching can damage the underlying layer, which can decrease yield. Therefore, it is essential to detect the endpoint of etching to avoid excessive over-etching. This is known as endpoint detection (EPD).[2] Commonly, optical emission spectroscopy is widely used for real-time endpoint detection for plasma etching. However, if the viewport for optical-emission monitoring becomes blurred by polymer film due to prolonged use of the etching system, optical-emission monitoring becomes impossible. Hence, polymer film on the viewport has to be removed regularly. In addition, when the exposed area ratio on the wafer is small, changes in the optical emission are so slight that it is almost impossible to detect the endpoint of etching. For this reason, as a simple method of detecting variations in plasma without contamination of the reaction chamber at low cost, a method of measuring plasma impedance is being examined.[3] The object in this research is to investigate the suitability of using plasma impedance monitoring (PIM) with statistical approach for real-time endpoint detection of SiO_2 etching.
机译:等离子体蚀刻用于微电子工艺中,以对微米级和纳米级器件进行构图。[1]在等离子蚀刻中,产生的反应离子和自由基与晶圆表面反应,从而去除选定的目标材料以进行构图。但是,在完全去除目标材料之后,未选择的材料可能会被蚀刻过多。严重的过度蚀刻会损坏底层,从而降低成品率。因此,必须检测蚀刻的终点以避免过度的蚀刻。这称为端点检测(EPD)。[2]通常,光发射光谱法广泛用于等离子体蚀刻的实时终点检测。然而,如果由于长时间使用蚀刻系统而使聚合物膜使发光监视的视口模糊,则无法进行发光监视。因此,必须定期去除视口上的聚合物膜。另外,当晶片上的暴露面积比小时,光发射的变化很小,以致几乎不可能检测到蚀刻的终点。因此,作为一种低成本且无污染地检测等离子体变化的简单方法,正在研究一种测量等离子体阻抗的方法。[3]本研究的目的是研究使用等离子体阻抗监测(PIM)和统计方法对SiO_2蚀刻进行实时终点检测的适用性。

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