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    • 2. 发明授权
    • Hybrid defect detection for recording channels
    • 记录通道的混合缺陷检测
    • US08164846B1
    • 2012-04-24
    • US12336308
    • 2008-12-16
    • Xueshi YangYu-Yao ChangMichael MaddenZining Wu
    • Xueshi YangYu-Yao ChangMichael MaddenZining Wu
    • G11B5/02G11B27/36
    • G11B20/1816G11B2220/2516
    • Methods, systems and computer program products for performing hybrid defect detection are disclosed. A hybrid defect detection mechanism may be used to detect various classes of defects (e.g., long and shallow defects, and short and deep defects) while reducing the probability of a miss or false alarm. In some implementations, the hybrid defect detection mechanism may utilize a defect detector that includes one or more defect sub-detectors. Each defect sub-detector may be associated with an individual threshold and sliding window length to enhance the hybrid defect detection process that maximizes the detection of a specific type or class of defects.
    • 公开了用于执行混合缺陷检测的方法,系统和计算机程序产品。 可以使用混合缺陷检测机构来检测各种类型的缺陷(例如,长而浅的缺陷以及短而深的缺陷),同时降低错误或虚假警报的可能性。 在一些实施方案中,混合缺陷检测机构可以利用包括一个或多个缺陷子检测器的缺陷检测器。 每个缺陷子检测器可以与单个阈值和滑动窗口长度相关联,以增强最大化特定类型或类别的缺陷的检测的混合缺陷检测过程。
    • 3. 发明授权
    • Hybrid defect detection for recording channels
    • 记录通道的混合缺陷检测
    • US08339720B1
    • 2012-12-25
    • US13419070
    • 2012-03-13
    • Xueshi YangYu-Yao ChangMichael MaddenZining Wu
    • Xueshi YangYu-Yao ChangMichael MaddenZining Wu
    • G11B5/02G11B27/36
    • G11B20/1816G11B2220/2516
    • Methods, systems and computer program products for performing hybrid defect detection are disclosed. A hybrid defect detection mechanism may be used to detect various classes of defects (e.g., long and shallow defects, and short and deep defects) while reducing the probability of a miss or false alarm. In some implementations, the hybrid defect detection mechanism may utilize defect detectors to each receive signal samples and apply a different set of parameters indicating a different respective window to the signal samples. Each defect detector may generate a corresponding output based on a count of signal samples within the corresponding window that are associated with abnormal signal quality.
    • 公开了用于执行混合缺陷检测的方法,系统和计算机程序产品。 可以使用混合缺陷检测机构来检测各种类型的缺陷(例如,长而浅的缺陷以及短而深的缺陷),同时降低错误或虚假警报的可能性。 在一些实现中,混合缺陷检测机制可以利用每个接收信号样本的缺陷检测器,并且向信号样本应用指示不同相应窗口的不同参数集合。 每个缺陷检测器可以基于与异常信号质量相关联的对应窗口内的信号样本的计数来生成相应的输出。
    • 4. 发明授权
    • Method and apparatus for estimating a position of a head in a disk drive
    • 用于估计磁盘驱动器中磁头位置的方法和装置
    • US07538967B1
    • 2009-05-26
    • US11765889
    • 2007-06-20
    • Xueshi YangMichael MaddenZining Wu
    • Xueshi YangMichael MaddenZining Wu
    • G11B5/596H04B15/00
    • G11B5/5556G11B5/59611
    • In a method for providing an estimate of a head position for a disk drive, a readback signal is filtered. The readback signal includes a first position signal component corresponding to a first position pattern on a disk, and includes a second position signal component corresponding to a second position pattern on the disk. Filtering the readback signal enhances a signal-to-noise ratio (SNR) of the readback signal with respect to the first position signal component and the second position signal component. An estimate of an amplitude of the first position signal component is generated based on the filtered readback signal, and an estimate of an amplitude of the second position signal component is generated based on the filtered readback signal. An estimate of a head position with respect to a track on the disk is generated based on the estimate of the amplitude of the first position signal component and the estimate of the amplitude of the second position signal component.
    • 在用于提供磁盘驱动器的磁头位置的估计的方法中,滤波回读信号。 回读信号包括对应于盘上的第一位置图案的第一位置信号分量,并且包括对应于盘上的第二位置图案的第二位置信号分量。 过滤回读信号增强了回读信号相对于第一位置信号分量和第二位置信号分量的信噪比(SNR)。 基于经滤波的回读信号生成第一位置信号分量的振幅的估计,并且基于滤波的回读信号生成第二位置信号分量的振幅的估计。 基于第一位置信号分量的振幅的估计和第二位置信号分量的振幅的估计,产生相对于磁盘上的磁道的磁头位置的估计。
    • 5. 发明授权
    • Method and apparatus for estimating a position of a head in a disk drive
    • 用于估计磁盘驱动器中磁头位置的方法和装置
    • US07933092B1
    • 2011-04-26
    • US12470987
    • 2009-05-22
    • Xueshi YangMichael MaddenZining Wu
    • Xueshi YangMichael MaddenZining Wu
    • G11B5/596
    • G11B5/5556G11B5/59611
    • In a method for providing an estimate of a head position for a disk drive, a readback signal is filtered. The readback signal includes a first position signal component corresponding to a first position pattern on a disk, and includes a second position signal component corresponding to a second position pattern on the disk. Filtering the readback signal includes using a filter determined based on statistical information regarding a noise component of the readback signal. An estimate of an amplitude of the first position signal component is generated based on the filtered readback signal, and an estimate of an amplitude of the second position signal component is generated based on the filtered readback signal. An estimate of a head position with respect to a track on the disk is generated based on the estimate of the amplitude of the first position signal component and the estimate of the amplitude of the second position signal component.
    • 在用于提供磁盘驱动器的磁头位置的估计的方法中,滤波回读信号。 回读信号包括对应于盘上的第一位置图案的第一位置信号分量,并且包括对应于盘上的第二位置图案的第二位置信号分量。 过滤回读信号包括使用基于关于回读信号的噪声分量的统计信息确定的滤波器。 基于经滤波的回读信号生成第一位置信号分量的振幅的估计,并且基于滤波的回读信号生成第二位置信号分量的振幅的估计。 基于第一位置信号分量的振幅的估计和第二位置信号分量的振幅的估计,产生相对于磁盘上的磁道的磁头位置的估计。
    • 6. 发明授权
    • Error correction system using an iterative product code
    • 纠错系统使用迭代产品代码
    • US09048879B1
    • 2015-06-02
    • US13586710
    • 2012-08-15
    • Shaohua YangZining WuGregory BurdXueshi YangHongwei SongNedeljko Varnica
    • Shaohua YangZining WuGregory BurdXueshi YangHongwei SongNedeljko Varnica
    • H03M13/29H04L1/00
    • H03M13/2945H03M13/098H03M13/1102H03M13/1515H03M13/23H03M13/2909H03M13/2957H03M13/3746H04L1/0065
    • An error correction system includes an iterative code that employs an interleaved component code and an embedded parity component code. In some embodiments, on the transmission side, input signals received at an input node are encoded based on the interleaved code, which encodes an interleaved version of the input data to produce a first set of codewords. At least a portion of the first set of codewords preferably is divided into a plurality of symbols which are encoded based on the embedded parity code to provide encoded data. Similarly, in some embodiments, on the receiving side, received data are detected to produce detected information and soft outputs. The detected information is decoded based on the embedded parity code to obtain decoded information. The decoded information preferably is used, together with other soft information, by an interleaved decoder to generate reliability metrics for biasing a subsequent decoding iteration.
    • 纠错系统包括使用交织分量代码和嵌入奇偶校验分量代码的迭代代码。 在一些实施例中,在传输侧,在输入节点处接收的输入信号基于交织的代码进行编码,该代码编码输入数据的交错版本以产生第一组码字。 第一组码字的至少一部分优选地被划分为多个符号,这些符号基于嵌入的奇偶校验码被编码以提供编码数据。 类似地,在一些实施例中,在接收侧,检测所接收的数据以产生检测到的信息和软输出。 检测到的信息根据嵌入的奇偶校验码进行解码以获得解码的信息。 解码的信息优选地与其他软信息一起被交织的解码器使用以产生用于偏置随后的解码迭代的可靠性度量。