Computer Engineering and Applications ›› 2013, Vol. 49 ›› Issue (8): 138-141.
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LIU Jiabao, LIANG Yi, FANG Jun
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刘佳宝,梁 奕,方 俊
Abstract: For lossy compression algorithm, such as SDT, box car, backward slope, it is difficult to find a suitable compression deviation[ΔE]. So compression deviation seriously limits the compression algorithm’s practicability and convenience. In view of this, it puts forward a dynamic parameter control method based on compressed ratio CR(CR=1-number of data compression/number of data before compression). It assumes that the compression ratio CR and compression deviation have linear relation. Given the compression ratio[CRdest], it can dynamically adjust [ΔE] so as to[CR→CRdest]. The method makes compression ratio under control, and reduces the actual operation difficulty for related compression algorithm.
Key words: Spinning Door Transformation(SDT), process data, lossy compression, compression deviation, recording limit, compression ratio
摘要: 对于涉及使用压缩偏差[ΔE]的有损压缩算法(如旋转门算法、矩形波串法、后向斜率法),一般需要长时间的实验才能得到合适的[ΔE]。对于测点较多系统简直是一种灾难。因此,[ΔE]的设置严重限制了压缩算法的实用性和方便性。鉴于此,提出了以压缩比CR(CR=1-压缩后的数据个数/压缩前的数据个数)为导向的动态控制方法。它假定压缩比CR和压缩偏差[ΔE]之间存在线性关系。在给定目标压缩比[CRdest]的条件下,借助于先前一段数据压缩情况,在可调区间[ΔEmin,ΔEmax]上动态地调整[ΔE],使实际[CR→CRdest]。该方法的特点在于使得压缩比可控,同时降低了相关压缩算法参数设置难度。
关键词: 旋转门算法, 过程数据, 有损压缩, 压缩偏差, 记录限, 压缩比
LIU Jiabao, LIANG Yi, FANG Jun. Dynamic parameter control method for process data compression ratio[J]. Computer Engineering and Applications, 2013, 49(8): 138-141.
刘佳宝,梁 奕,方 俊. 一种过程数据有损压缩比的动态控制方法[J]. 计算机工程与应用, 2013, 49(8): 138-141.
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http://cea.ceaj.org/EN/Y2013/V49/I8/138