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Image compensation using wavelet transform for tilt servo control in holographic data storage system

机译:全息数据存储系统中基于小波变换的倾斜伺服控制图像补偿

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A holographic data storage system is very important in the division of a mass storage device. In this regard, tilt servo control is the main problem in the study of holographic data storage system. Tracking servo and tilt servo control are very important research area in holographic data storage system. In this paper, we propose two algorithms. The first algorithm is image compensation using the wavelet transform method and the second algorithm is intelligent servo control using fuzzy rules for the exact tilt control in the holographic data storage system. We need to obtain a good pattern in binary data using a CMOS camera. We have developed two step-by-step operations. Firstly, to obtain exact image data, image data compensation carried out by the wavelet transform method. Finally, we have realized an intelligence control model using fuzzy rules, which was generated by a subtractive clustering algorithm. Therefore, we control radial and tangential tilt servo control using fuzzy rules in a holographic data storage system and perform image data compensation by the wavelet transform method. Our system does not require responses in the tilt servo control system. Therefore, this system has the advantage terms of time. Consequently, the practical pattern of tilt servo control was found by an intelligence algorithm through image processing in the holographic data storage system. (C) 2015 The Japan Society of Applied Physics
机译:全息数据存储系统在大容量存储设备的划分中非常重要。在这方面,倾斜伺服控制是全息数据存储系统研究中的主要问题。跟踪伺服和倾斜伺服控制是全息数据存储系统中非常重要的研究领域。在本文中,我们提出了两种算法。第一种算法是使用小波变换方法的图像补偿,第二种算法是使用模糊规则的智能伺服控制,用于全息数据存储系统中的精确倾斜控制。我们需要使用CMOS相机在二进制数据中获得良好的图案。我们已经开发了两个分步操作。首先,为了获得精确的图像数据,通过小波变换方法进行图像数据补偿。最后,我们通过减法聚类算法生成了使用模糊规则的智能控制模型。因此,我们在全息数据存储系统中使用模糊规则控制径向和切向倾斜伺服控制,并通过小波变换方法执行图像数据补偿。我们的系统不需要倾斜伺服控制系统中的响应。因此,该系统具有时间优势。因此,在全息数据存储系统中,通过智能算法通过图像处理找到了倾斜伺服控制的实用模式。 (C)2015年日本应用物理学会

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