基于中国剩余定理的生物医学信号压缩与解压缩

M. K. Rasheed, T. Padma, C. Kumari, N. Rao
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引用次数: 0

摘要

从患者身上采集的生物医学数据信号被发送进行压缩,其中数字数据的大小为24位。对两个连续的数据元素执行压缩。一种是当前数据,其中数据共享用于压缩,以前的数据存储旧值。开始时,前面的数据存储不包含任何数据。压缩是使用log2子带方法完成的,该方法通过使用异或逻辑来识别变化。xor生成的数据使用生成标志所需的OR门进一步计算。利用包含除法的中国余数定理,将24位数据压缩为12位。根据定理,被除数必须被除数除,且被除数的次数必须小于被除数的次数。在我们的工作中,除法前生成的压缩数据最多可达26位,根据定理规则只能用一个素数进行除法。除法过程产生12位数据,该数据连同除法后得到的商和余数一起提供给解码器进行解压缩。它应该满足除法规则,即解压结果应该与要压缩的数据相同,然后整体压缩和解压缩是正确的,并且在我们的项目中是满意的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Compression and Decompression of Biomedical Signals Using Chinese Remainder Theorem
The biomedical data signals captured from the patient is sent for compression where the size of the digital data is 24 bits. Compression is executed for two consecutive data elements. One is current data where data is shared for compression and previous data stores old values. In the starting, previous data storage contains no data. Compression is accomplished using log2 sub-band methodology that involves the identification of changes by making use of XOR logic. The XOR-generated data are further calculated using OR gates that are required to generate flags. Using the Chinese remainder theorem that involves the division method the 24-bit data is compressed into 12 bits. According to the theorem, the dividend should be divided with divisor where the degree of divisor must be less than that of dividend. In our work, the compressed data generated before the division process can be up to 26 bits which is divided only with a prime number as per the theorem rule. The division process produces 12-bit data which is given to the decoder along with the quotient and remainder obtained after division for decompression. It should satisfy the division rule where the decompressed result should be the same as the data to be compressed then the overall compression & decompression is correct and is satisfied in our project.
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