Theory and Design of Filter Banks and Wavelets with Applications in Signal Conversion, Adaptation, Detection and Classification

滤波器组和小波的理论和设计及其在信号转换、适应、检测和分类中的应用

• 批准号: 9501589
• 负责人: Truong Nguyen
• 金额: $ 12.02万
• 依托单位: University of Wisconsin-Madison
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 1995
• 资助国家: 美国
• 起止时间: 1995-08-01 至 1998-07-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=9501589&HistoricalAwards=false
• 关键词: Theory; Design; Filter; Banks; Wavelets

The proposed project is focused on the theory, structure and design methods for the perfect-reconstruction (PR) /ncar-perfect- reconstruction (NPR) filter banks and their applications in signal conversion, detection and adaptation. High performance filter banks with high attenuation are needed in many applications such as audio compression algorithms, high-bandwith high-resolution A/D converters, wideband signal detection systems and adaptive filtering algorithms. The design of these filter banks are very difficult because of the nonlinear relations between the parameters and the objective function. New structures and design methods will be investigated. They will open up new classes of filter banks, some of which are addressed in the project. They are the biorthogonal cosine-modulated filter bank, the infinite-impulse- response (IIR) cosine-modulated filter bank, and the nonuniform filter bank. These filter banks will be used in several applications such as high-performance A/D converter, nondestructive evaluation, echo cancellation and adaptive noise cancellation systems. The education part consists of writing an undergraduate textbook on the theory and design methods of filter bank wavelets, establishing an internet site for the storage of design programs and coefficients of filter banks and developing a new course on time- frequency and time-scale analysis.

本项目主要研究完全重构（PR）/非完全重构（NPR）滤波器组的理论、结构和设计方法，以及它们在信号转换、检测和自适应中的应用。 在音频压缩算法、高带宽高分辨率A/D转换器、宽带信号检测系统和自适应滤波算法等应用中，需要高性能的高衰减滤波器组。 这些滤波器组的设计是非常困难的，因为参数和目标函数之间的非线性关系。 将研究新的结构和设计方法。 他们将开辟新的滤波器组类别，其中一些在项目中得到解决。 它们是双正交余弦调制滤波器组，无限冲激响应（IIR）余弦调制滤波器组和非均匀滤波器组。 这些滤波器组将用于高性能A/D转换器、无损评估、回波消除和自适应噪声消除系统等多种应用中。 教育部分包括编写滤波器组小波理论与设计方法的本科教材、建立存储滤波器组设计程序和系数的因特网站点以及开发新的时频和时标分析课程。