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1.
有限脉冲响应(FIR)数字滤波器的设计实质可看作是多参数优化问题。为高效实现FIR数字滤波器,将滤波器的设计转化为滤波器参数优化问题,然后提出差分文化粒子群(DC)算法在参数空间进行并行搜索以获得滤波器设计的最优参数值。提出的差分文化算法结合文化原理差分演进原理,是一种可用于实数优化的多维搜索算法。计算机仿真实验表明在设计FIR数字滤波器设计时,差分文化算法的收敛速度和性能都优于粒子群,量子粒子群以及自适应量子粒子群优化等算法,证明了该方法的有效性和优越性。  相似文献   

2.
针对传统乘法运算在FPGA中占用大量硬件资源的弊端,根据FIR滤波器的线性特性,对串行、并行和改进的分布式算法进行研究,利用改进分布式算法在FPGA上对FIR滤波器进行设计,通过查表法完成FIR滤波器的设计,用改进分布式算法设计了16阶FIR滤波器,并在Quartus II 7.0下进行仿真,仿真结果表明,与传统方法相比,该方法能够有效减少硬件资源的使用。  相似文献   

3.
数字滤波器设计的文化量子算法   总被引:2,自引:0,他引:2  
高洪元  刁鸣 《计算机应用》2010,30(5):1410-1414
有限脉冲响应(FIR)和无限脉冲响应(IIR)数字滤波器的设计实质可看作是多参数优化问题。为实现高效的数字滤波器,首先将滤波器的设计转化为滤波器参数的约束优化问题,然后提出文化量子(CQ)算法在参数空间进行并行搜索以获得滤波器设计的最优参数值。提出的文化量子算法结合文化原理,在量子种群空间更新中使用了量子旋转门的知识进化机制,是一种可用于实数解优化的快速多维搜索算法。计算机仿真实验表明在对FIR和IIR数字滤波器设计时,文化量子算法的收敛速度和性能都优于粒子群,量子粒子群以及自适应量子粒子群优化等算法,证明了该方法的有效性和优越性。  相似文献   

4.
针对利用现有分布式算法在FPGA上实现高阶FIR滤波器时,存在资源消耗量过大和运行速度慢等问题,提出一种新型高阶FIR滤波器的FPGA实现方法。首先综合采用多相分解结构、流水线等技术对高阶FIR滤波器进行降阶处理,然后采用提出的基于二输入开关和加法器对的分布式算法结构(MA型DA结构)实现降阶后的FIR滤波器。利用ISE10.1在Xilinx Xc2vp30 7ff896 FPGA开发板上实现了一系列8阶到256阶的串行和并行结构FIR滤波器。实验结果表明,该方法有效地减少了系统的资源消耗,提高了系统的时序性能。  相似文献   

5.
FIR滤波器的FPGA实现及其仿真研究   总被引:4,自引:11,他引:4  
本文提出了一种采用现场可编程门阵列器件FPGA实现FIR字滤波器硬件电路的方案,该方案基于只读存储器ROM查找表的分布式算法。并以一个十六阶低通FIR数字滤波电路在ALTERA公司的CYCLONE系列FPGA芯片上的实现为例说明了设计过程。所设计电路通过软件验证和硬件仿真,结果表明电路工作正确可靠,满足设计要求,性能优于用DSP和传统方法实现的FIR滤波器。  相似文献   

6.
针对目前基于普通DSP的FIR算法速度低、扩展性差的缺点,提出并实现基于CUDA平台实现的FIR滤波算法。由于在CUDA中程序可以直接操作数据而无需借助于图形系统的API,使开发者能够在GPU 强大计算能力的基础上建立起一种效率更高的密集数据计算解决方案。该算法将CUDA用于FIR滤波器输入输出关系计算,采用矩阵乘法的并行运算技术,在GPU上建立并行滤波模型,并对算法进行了优化。实验结果表明,在Tesla C1060平台上,和传统的基于DSP的FIR滤波算法计算速度相比,基于CUDA平台计算FIR滤波算法时,其加速比可接近30,解决了传统基于DSP计算FIR滤波算法速度较慢、扩展性差的问题。  相似文献   

7.
讨论了一种新的乘法器结构(ReMB),并把它应用于数字FIR滤波器的设计中。在设计中,基于ReMB结构,通过改进RAG-n算法,简化FIR滤波器乘法模块的结构,减少硬件实现面积,提高速度。设计的32阶半带FIR滤波器用Verilog硬件描述语言进行描述,并综合到Xilinx公司Virtex-II系列FPGA中。从综合结果来看,提出的FIR结构可以达到面积和速度的优化。  相似文献   

8.
对于在数字信号处理,以专用DSP芯片设计有限长单位冲激响应(FIR)滤波器速度较慢的情况,提出一种基于分布式算法(DA)和现场可编程门阵列(FPGA)实现滤波器的优秀办法,并以一个16阶FIR滤波器在ACTEL公司的ProASIC3 A3P250芯片上实现为例说明了设计过程,实验结论表明:电路工作正常,数据实现满足设计要求.  相似文献   

9.
基于FPGA的改进型FIR滤波器的实现   总被引:2,自引:0,他引:2  
利用分布式算法对FIR滤波器的硬件实现进行了探讨,在数乘累加的理论上,对分布式算法的串行、并行和拆分查找表法的FPGA硬件实现方法进行了研究。结合FPGA查找表结构,兼顾资源及运行速度的要求,用拆分查找表的方法设计了16阶8位常系数FIR滤波器,并在Quartus Ⅱ 5.0下进行仿真,仿真结果验证了该算法的有效性和实时性。  相似文献   

10.
基于混沌粒子群优化算法的FIR数字滤波器设计   总被引:1,自引:0,他引:1  
有限脉冲响应(FIR)数字滤波器的设计,实质上是一个多参数优化问题.将粒子群优化算法与混沌相结合来设计FIR数字滤波器,并用该方法设计了一个高通滤波器.与用Parks-McClellan算法设计得到的高通滤波器进行对比发现,基于混沌粒子群优化算法(CPSO)的FIR滤波器通带波动小,阻带衰减大,从而证明了该算法的有效性和优越性.  相似文献   

11.
Abstract This paper describes an approach to the design of interactive multimedia materials being developed in a European Community project. The developmental process is seen as a dialogue between technologists and teachers. This dialogue is often problematic because of the differences in training, experience and culture between them. Conditions needed for fruitful dialogue are described and the generic model for learning design used in the project is explained.  相似文献   

12.
European Community policy and the market   总被引:1,自引:0,他引:1  
Abstract This paper starts with some reflections on the policy considerations and priorities which are shaping European Commission (EC) research programmes. Then it attempts to position the current projects which seek to capitalise on information and communications technologies for learning in relation to these priorities and the apparent realities of the marketplace. It concludes that while there are grounds to be optimistic about the contribution EC programmes can make to the efficiency and standard of education and training, they are still too technology driven.  相似文献   

13.
融合集成方法已经广泛应用在模式识别领域,然而一些基分类器实时性能稳定性较差,导致多分类器融合性能差,针对上述问题本文提出了一种新的基于多分类器的子融合集成分类器系统。该方法考虑在度量层融合层次之上通过对各类基多分类器进行动态选择,票数最多的类别作为融合系统中对特征向量识别的类别,构成一种新的自适应子融合集成分类器方法。实验表明,该方法比传统的分类器以及分类融合方法识别准确率明显更高,具有更好的鲁棒性。  相似文献   

14.
Development of software intensive systems (systems) in practice involves a series of self-contained phases for the lifecycle of a system. Semantic and temporal gaps, which occur among phases and among developer disciplines within and across phases, hinder the ongoing development of a system because of the interdependencies among phases and among disciplines. Such gaps are magnified among systems that are developed at different times by different development teams, which may limit reuse of artifacts of systems development and interoperability among the systems. This article discusses such gaps and a systems development process for avoiding them.  相似文献   

15.
This paper presents control charts models and the necessary simulation software for the location of economic values of the control parameters. The simulation program is written in FORTRAN, requires only 10K of main storage, and can run on most mini and micro computers. Two models are presented - one describes the process when it is operating at full capacity and the other when the process is operating under capacity. The models allow the product quality to deteriorate to a further level before an existing out-of-control state is detected, and they can also be used in situations where no prior knowledge exists of the out-of-control causes and the resulting proportion defectives.  相似文献   

16.
Going through a few examples of robot artists who are recognized worldwide, we try to analyze the deepest meaning of what is called “robot art” and the related art field definition. We also try to highlight its well-marked borders, such as kinetic sculptures, kinetic art, cyber art, and cyberpunk. A brief excursion into the importance of the context, the message, and its semiotics is also provided, case by case, together with a few hints on the history of this discipline in the light of an artistic perspective. Therefore, the aim of this article is to try to summarize the main characteristics that might classify robot art as a unique and innovative discipline, and to track down some of the principles by which a robotic artifact can or cannot be considered an art piece in terms of social, cultural, and strictly artistic interest. This work was presented in part at the 13th International Symposium on Artificial Life and Robotics, Oita, Japan, January 31–February 2, 2008  相似文献   

17.
Although there are many arguments that logic is an appropriate tool for artificial intelligence, there has been a perceived problem with the monotonicity of classical logic. This paper elaborates on the idea that reasoning should be viewed as theory formation where logic tells us the consequences of our assumptions. The two activities of predicting what is expected to be true and explaining observations are considered in a simple theory formation framework. Properties of each activity are discussed, along with a number of proposals as to what should be predicted or accepted as reasonable explanations. An architecture is proposed to combine explanation and prediction into one coherent framework. Algorithms used to implement the system as well as examples from a running implementation are given.  相似文献   

18.
This paper provides the author's personal views and perspectives on software process improvement. Starting with his first work on technology assessment in IBM over 20 years ago, Watts Humphrey describes the process improvement work he has been directly involved in. This includes the development of the early process assessment methods, the original design of the CMM, and the introduction of the Personal Software Process (PSP)SM and Team Software Process (TSP){SM}. In addition to describing the original motivation for this work, the author also reviews many of the problems he and his associates encountered and why they solved them the way they did. He also comments on the outstanding issues and likely directions for future work. Finally, this work has built on the experiences and contributions of many people. Mr. Humphrey only describes work that he was personally involved in and he names many of the key contributors. However, so many people have been involved in this work that a full list of the important participants would be impractical.  相似文献   

19.
基于复小波噪声方差显著修正的SAR图像去噪   总被引:4,自引:1,他引:3  
提出了一种基于复小波域统计建模与噪声方差估计显著性修正相结合的合成孔径雷达(Synthetic Aperture Radar,SAR)图像斑点噪声滤波方法。该方法首先通过对数变换将乘性噪声模型转化为加性噪声模型,然后对变换后的图像进行双树复小波变换(Dualtree Complex Wavelet Transform,DCWT),并对复数小波系数的统计分布进行建模。在此先验分布的基础上,通过运用贝叶斯估计方法从含噪系数中恢复原始系数,达到滤除噪声的目的。实验结果表明该方法在去除噪声的同时保留了图像的细节信息,取得了很好的降噪效果。  相似文献   

20.
Abstract  This paper considers some results of a study designed to investigate the kinds of mathematical activity undertaken by children (aged between 8 and 11) as they learned to program in LOGO. A model of learning modes is proposed, which attempts to describe the ways in which children used and acquired understanding of the programming/mathematical concepts involved. The remainder of the paper is concerned with discussing the validity and limitations of the model, and its implications for further research and curriculum development.  相似文献   

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