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    • 4. 发明授权
    • Decoding encoded data containing integrated data and header protection
    • 对包含集成数据和头部保护的编码数据进行解码
    • US08762805B2
    • 2014-06-24
    • US12957651
    • 2010-12-01
    • Roy Daron CideciyanHisato MatsuoThomas MittelholzerKenji OhtaniPaul J SegerKeisuke Tanaka
    • Roy Daron CideciyanHisato MatsuoThomas MittelholzerKenji OhtaniPaul J SegerKeisuke Tanaka
    • G06F11/00
    • G06F11/1012H03M13/1515H03M13/2909
    • A method for decoding encoded data comprising integrated data and header protection is disclosed herein. In one embodiment, such a method includes receiving an extended data array. The extended data array includes a data array organized into rows and columns, headers appended to the rows of the data array, column ECC parity protecting the columns of the data array, and row ECC parity protecting the rows and headers combined. The method then decodes the extended data array. Among other operations, this decoding step includes checking the header associated with each row to determine whether the header is legal. If the header is legal, the method determines the contribution of the header to the corresponding row ECC parity. The method then reverses the contribution of the header to the corresponding row ECC parity. A corresponding apparatus (i.e., a tape drive configured to implement the above-described method) is also disclosed herein.
    • 本文公开了一种用于对包括集成数据和报头保护的编码数据进行解码的方法。 在一个实施例中,这种方法包括接收扩展数据阵列。 扩展数据阵列包括组织成行和列的数据阵列,附加到数据阵列行的标题,保护数据阵列列的ECC ECC奇偶校验和保护行和头组合的行ECC奇偶校验。 该方法然后解码扩展数据数组。 在其他操作中,该解码步骤包括检查与每行关联的标题以确定标题是否合法。 如果标题是合法的,则该方法确定标题对相应行ECC奇偶校验的贡献。 该方法然后将标题的贡献反转到对应的行ECC奇偶校验。 本文还公开了相应的装置(即,被配置为实现上述方法的磁带驱动器)。
    • 6. 发明授权
    • Non-volatile redundant verifiable indication of data storage status
    • 数据存储状态的非易失性冗余可验证指示
    • US08122300B2
    • 2012-02-21
    • US12703499
    • 2010-02-10
    • Paul Merrill GrecoGlen Alan JaquettePaul J Seger
    • Paul Merrill GrecoGlen Alan JaquettePaul J Seger
    • G06F11/00
    • G11B20/18G11B2220/655G11B2220/90
    • A non-volatile redundant verifiable indication of data storage status is provided with respect to data storage operations conducted with respect to removable data storage media, and store the indication with an auxiliary non-volatile memory of the data storage media, such that the indication stays with the media. At least one state value indicating the status of the data storage operation is written to one page of the auxiliary non-volatile memory, and a redundancy check is provided with respect to at least the written state value of the one page of the auxiliary non-volatile memory; and the same state value is written to a second page of the auxiliary non-volatile memory, and a redundancy check is provided with respect to at least the written state value of the second page of the auxiliary non-volatile memory. The redundancy checks indicate the validity of the state values.
    • 提供关于可移动数据存储介质执行的数据存储操作的数据存储状态的非易失性冗余可验证指示,并且用数据存储介质的辅助非易失性存储器存储指示,使得指示保持 与媒体。 指示数据存储操作的状态的至少一个状态值被写入辅助非易失性存储器的一页,并且至少相对于辅助非易失性存储器的一页的写入状态值提供冗余校验, 易失性记忆 并且将相同的状态值写入辅助非易失性存储器的第二页,并且至少相对于辅助非易失性存储器的第二页的写入状态值提供冗余校验。 冗余检查表明状态值的有效性。
    • 7. 发明授权
    • Identifying a state of a data storage drive using an artificial neural network generated model
    • 使用人造神经网络生成模型识别数据存储驱动器的状态
    • US07328197B2
    • 2008-02-05
    • US10947692
    • 2004-09-23
    • Paul J Seger
    • Paul J Seger
    • G06N5/00
    • G06N3/02G06F3/0634G06F11/2263
    • The state or condition of a data storage drive, or a subsystem within a drive, may be evaluated by comparing a set of selected parameter values, converted into a trial vector, with a number of model or exemplar vectors, each of which was represents a particular state or condition of a sample drive. Examples of such conditions may include “good”, “marginal”, “unacceptable”, “worn”, “defective”, or other general or specific conditions. Sets of parameter values from the drive are converted into input vectors. Unprocessed vectors are then processed against the input vectors in an artificial neural network to generate the exemplar vectors. The exemplar vectors are stored in a memory of an operational drive. During operation of the drive, the trial vector is compared with the exemplar vectors. The exemplar vector which is closest to the trial vector represents a state which most closely represents the current state of the drive. Thus, a high similarity between the trial vector and an exemplar vector which represent a “good” drive is likely to have come from a “good” drive.
    • 数据存储驱动器或驱动器内的子系统的状态或状态可以通过将转换成试验向量的所选择的参数值的集合与多个模型或示例性向量进行比较来评估,每个模型或示例向量表示一个 样品驱动器的特定状态或状态。 这种情况的例子可能包括“良好”,“边缘”,“不可接受”,“磨损”,“缺陷”或其他一般或特定条件。 驱动器中的参数值集合将转换为输入向量。 然后针对人造神经网络中的输入向量处理未处理的向量以生成示例向量。 示例性矢量被存储在操作驱动器的存储器中。 在驱动器的操作期间,将试验载体与示例矢量进行比较。 最接近试验载体的样本向量表示最接近地表示驱动器的当前状态的状态。 因此,试验载体与代表“良好”驱动力的示范载体之间的高相似性可能来自“良好”的驱动力。
    • 8. 发明授权
    • Modeling error correction capability with estimation of defect parameters
    • 通过估计缺陷参数建模误差校正能力
    • US07552376B2
    • 2009-06-23
    • US11261037
    • 2005-10-28
    • Paul J Seger
    • Paul J Seger
    • H03M13/00
    • H03M13/01G11B20/1833G11B20/1866G11B2220/90H04B17/0087H04B17/391
    • A method, system and program product accurately model the error characteristics of a communications system, such as a tape storage system. Input parameters are entered which describe defect rates and sizes, Codeword Data Structure bytes, and any interleaving factor. Bit defects from simulated defect sources are generated, defined by the starting and ending bits of each defect within a codeword. Any codewords which are defect-free are filtered out and not processed further, thereby increasing the processing speed of the model. Within the defect streams, overlapping defects are merged, redefining defect regions by starting and ending bits. Because only the definitions are processed, not the entire length of the codewords or defects, processing efficiency is further enhanced. The number of defects that occur in each codeword is determined and the probability of the occurrence of N bytes in error per processed codeword may be computed. If desired, a histogram may be generated which includes the rate at which errors occurred and subsequently used to estimate the probability of an error event. Such information may then be incorporated into the design of an error correction code for the modeled system.
    • 一种方法,系统和程序产品可以精确地建模诸如磁带存储系统之类的通信系统的错误特性。 输入输入参数,描述缺陷率和大小,代码字数据结构字节和任何交织因子。 生成来自模拟缺陷源的位缺陷,由码字内的每个缺陷的起始位和结束位定义。 无缺陷的任何码字被过滤掉,不进一步处理,从而增加了模型的处理速度。 在缺陷流中,重叠的缺陷被合并,通过开始和结束位重新定义缺陷区域。 因为仅处理定义,而不是码字或缺陷的整个长度,处理效率进一步提高。 确定每个码字中发生的缺陷的数量,并且可以计算每个经处理的码字出现错误的N个字节的概率。 如果需要,可以生成包括发生错误的速率并且随后用于估计错误事件的概率的直方图。 然后可以将这样的信息并入用于建模系统的纠错码的设计中。