节点文献
随机信号Haar小波包变换的性能研究
Performance Analysis of Haar Wavelet Packet Transforms to Random Digital Signals
【摘要】 本文研究了Haar小波包库内各种正交基对应的正交变换用于对随机数字信号进行处理的问题,提出了一种小波包基的编码方案,并且从方差分布、均方误差、率失真函数的角度对各种Haar小波包基对应的正交变换在数据压缩、广义维纳滤波和变换编码中的性能进行比较,总结了其规律.
【Abstract】 In this paper, a kind of orthogonal transforms associated with orthogonal bases in libary ofHaar wavelet packets is studied to process random digital signals. A coding method for the bases in a libare of wavelet packets is proposed. The performance of these orthogonal transforms in data compression, generalized Wiener filtering and transform coding is compared using variance distribution, mean squared error and rate distortion function. In the end, the laws are summarized.
【关键词】 正交变换;
小波包变换;
随机信号分析;
【Key words】 Orthogonal transform; Wavelet packet transforms; Random signal analysis;
【Key words】 Orthogonal transform; Wavelet packet transforms; Random signal analysis;
【基金】 国家自然科学基金;国家教委博士点基金;陕西省自然科学基金
- 【文献出处】 电子学报 ,ACTA ELECTRONICA SINICA , 编辑部邮箱 ,1998年01期
- 【分类号】TN911.7
- 【被引频次】3
- 【下载频次】110