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    Partial-response coding, maximum-likelihood decoding: capitalizing on the analogy between communication and recording [History of Communications]

    Schwartz, M. ; Kobayashi, H.
    Communications Magazine, IEEE

    Volume: 47 , Issue: 3
    DOI: 10.1109/MCOM.2009.4804377
    Publication Year: 2009 , Page(s): 14 - 17
    Cited by:  Papers (2)

    IEEE Journals & Magazines

    Signal processing and coding technology for digital magnetic recording is the core technology of the channel electronics module in a hard disk drive (HDD) that processes signals read from magnetic media. In this historical review I focus on what is now widely known as partial-response, maximum-likelihood (PRML) technology, which takes advantage of the inherent redundancy that exists in signals read out of magnetic media; its theoretical foundation goes back to 1970, and it capitalizes on the analogy between high-speed data transmission and high-density digital recording, and that between a convolutional code and a partial-response signal. The first PRML-based product was introduced by IBM in 1990, and PRML technology soon became the industry standard for all digital magnetic recording products, ranging from computers' HDDs and tape drives to micro hard discs used in PCs, mobile phones, and MP3 players; use of the PRML principle has recently been extended to optical recording products such as CDs and DVDs. Its improved version, called NPML (noise-predictive, maximum-likelihood), and variants have been adopted by the HDD industry since 2000. Today, a large number of communication and information theory researchers are investigating use of advanced techniques such as turbo coding/decoding to further improve the density and reliability of both magnetic and optical recording systems. View full abstract»

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