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Design of Soft Viterbi Algorithm Decoder Enhanced With Non-Transmittable Codewords for Storage Media

机译:不可传输的增强型软维特比算法解码器设计   存储介质的代码字

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摘要

Viterbi Algorithm Decoder Enhanced with Non-transmittable Codewords is one ofthe best decoding algorithm which effectively improves forward error correctionperformance. HoweverViterbi decoder enhanced with NTCs is not yet designed towork in storage media devices. Currently Reed Solomon (RS) Algorithm is almostthe dominant algorithm used in correcting error in storage media. Conversely,recent studies show that there still exist low reliability of data in storagemedia while the demand for storage media increases drastically. This studyproposes a design of the Soft Viterbi Algorithm decoder enhanced withNon-transmittable Codewords (SVAD-NTCs) to be used in storage media for errorcorrection. Matlab simulation was used in this design in order to investigatebehavior and effectiveness of SVAD-NTCs in correcting errors in data retrievingfrom storage media.Sample data of one million bits are randomly generated,Additive White Gaussian Noise (AWGN) was used as data distortion model andBinary Phase- Shift Keying (BPSK) was applied for simulation modulation.Results show that,behaviors of SVAD-NTC performance increase as you increasethe NTCs, but beyond 6NTCs there is no significant change and SVAD-NTCs designdrastically reduce the total residual error from 216,878 of Reed Solomon to23,900.
机译:增强了不可传输码字的维特比算法解码器是有效提高前向纠错性能的最佳解码算法之一。但是,尚未将通过NTC增强的Viterbi解码器设计用于存储媒体设备。当前,里德所罗门(RS)算法几乎是用于校正存储介质错误的主要算法。相反,最近的研究表明,存储介质中的数据可靠性仍然很低,而对存储介质的需求却急剧增加。这项研究提出了一种采用不可传输码字(SVAD-NTC)增强的Soft Viterbi算法解码器的设计,该解码器将用于存储介质中以进行纠错。为了研究SVAD-NTC在纠正从存储介质中检索数据中的错误的行为和有效性,在本设计中使用Matlab仿真。随机生成100万比特的样本数据,使用加性高斯白噪声(AWGN)作为数据失真模型,并使用二进制结果表明,随着NTC的增加,SVAD-NTC的性能会增加,但超过6NTC时,SVAD-NTC的性能却没有显着变化,SVAD-NTC的设计使总残留误差从216,878降低了。里德·所罗门(Reed Solomon)至23,900。

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