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A quantization method for haptic data lossy compression

机译:触觉数据有损压缩的量化方法

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In this paper, a quantization scheme for haptic data compression is proposed and the results of its application to a motion copying system are described. The data compression of image and audio data has been researched a lot. However, the data compression of haptic data has not been much researched yet although the amount of haptic data is large in general. The discrete cosine transform (DCT) is used for the lossy compression of haptic data in this paper. A new quantization scheme using characteristics of DCT is proposed. By using a proposed method, a larger signal-to-noise ratio compared to conventional method is achieved. In the experiment, the validity of the proposed method was verified.
机译:本文提出了一种用于触觉数据压缩的量化方案,并描述了其在运动复制系统中的应用结果。图像和音频数据的数据压缩已被大量研究。然而,尽管触觉数据的量通常很大,但是对触觉数据的数据压缩还没有进行很多研究。本文将离散余弦变换(DCT)用于触觉数据的有损压缩。提出了一种利用DCT特性的新量化方案。与传统方法相比,通过使用所提出的方法,可以实现更大的信噪比。在实验中,验证了所提方法的有效性。

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