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利用學習網路之碟片資料還原
Dissertation

利用學習網路之碟片資料還原

林仁傑
Doctor of Philosophy (PHD), 國立清華大學, 動力機械工程學系
1998

Abstract

資料還原 競爭性學習網路 等角速度 光碟機 光碟 類神經網路 Data Reconstruction Competitive learning network Constant angular velocity CD-ROM Compact disc Neural network
Constant linear velocity (CLV) and constant angular velocity (CAV) methods are frequently employed in the data reading of a CD-ROM device. By CLV method, data reconstruction is easier; instead, CAV method provides higher data rate and shorter access time. However, CLV method is utilized to record the datum on a compact disk for increasing the data density of a compact disk. Therefore, by CAV method for data reading, the linear velocity of the outer track is 2.4 times faster than that of the inner track. This thesis presents a novel scheme capable of efficiently reconstructing the datum from a compact disk in CD-ROM device in which CAV technology is used. Characteristic of the 3T ~ 11T digital datum is analyzed in detail and then reconstructed using the notion of real-time pattern recognition realized by competition learning networks (modified from Winner-Take-All algorithm). The design is also implemented by MATLAB simulation with the measured RF signals from a compact disk to demonstrate the effectiveness of the proposed algorithm and theoretical discussion.

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