RCVM-AS-CICSKA-PAPT-VDF:用于心电图医疗应用的高速可重构压缩吠陀 PAPT-VDF 滤波器的 VLSI 设计

IF 2.5 4区 计算机科学 Q3 TELECOMMUNICATIONS Transactions on Emerging Telecommunications Technologies Pub Date : 2024-05-20 DOI:10.1002/ett.4985
K. V. Suresh Kumar, D. Madhavi
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引用次数: 0

摘要

在信号采集过程中,信号会受到多种噪声源的影响,在进行任何分析之前都必须对噪声源进行过滤。然而,在超大规模集成电路中,许多不同的滤波器实现方法分散在许多研究中。本研究旨在为读者提供一种系统的方法,设计基于管线全通变换的可变数字滤波器(PAPT-VDF),以消除心电图数据中的高频噪声。修改后的设计强调一阶和二阶响应,以获得高工作频率的高速滤波器。在滤波器设计的硬件架构中加入加法器和乘法器设计可提高性能。滤波器设计的基本模块是加法器和乘法器。加法器和乘法器采用了基于大小的自适应级联、增量进位-滑移加法器(ASS-CICSKA)和改进型可重构压缩吠陀乘法器(IRCVM)。利用加法器设计可以减少延迟并提高性能,因为从增量块接收进位并不是强制性的。在乘法器设计中,压缩器和可重构方法与数据检测块相适应,以检测冗余输入,降低逻辑门的开关活动,减少面积开销。拟议的滤波器设计在 vertex 7 FPGA 系列器件中实现,并对面积利用率、延迟、功耗和频率等性能指标进行了分析。此外,通过使用去噪信号,在 MATLAB 平台上评估了均方误差(MSE)和信噪比(SNR)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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RCVM-ASS-CICSKA-PAPT-VDF: VLSI design of high-speed reconfigurable compressed Vedic PAPT-VDF filter for ECG medical application

During signal acquisition, the signals are impacted by multiple noise sources that must be filtered before any analysis. However, many different filter implementations in VLSI are dispersed among many studies. This study aims to give readers a systematic approach to designing a Pipelined All-Pass Transformation based Variable digital filter (PAPT-VDF) to eliminate the high-frequency noise from ECG data. The modified design emphasizes first- and second-order responses to obtain high-speed filter realization with high operating frequencies. The addition of adder and multiplier designs to the hardware architecture of a filter design improves performance. The fundamental blocks of the filter design are the adder and multiplier. The adder and multiplier are employed with an Adaptable stage size-based concatenation, incremented carry-skip adder (ASS-CICSKA), and Improved reconfigurable compressed Vedic multiplier (IRCVM). Utilizing the adder design diminishes the delay with enhanced performance because receiving the carry from an incrementation block is not mandatory. In the multiplier design, the compressor and the reconfigurable approach are adapted with a data detector block to detect the redundant input and lower the logic gates' switching activity with less area overhead. The proposed filter design is implemented in vertex 7 FPGA family device, and the performance measures are analyzed regarding area utilization, delay, power, and frequency. Also, by using the denoised signal, the mean square error (MSE), and signal-to-noise ratio (SNR) are evaluated in the MATLAB platform.

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来源期刊
CiteScore
8.90
自引率
13.90%
发文量
249
期刊介绍: ransactions on Emerging Telecommunications Technologies (ETT), formerly known as European Transactions on Telecommunications (ETT), has the following aims: - to attract cutting-edge publications from leading researchers and research groups around the world - to become a highly cited source of timely research findings in emerging fields of telecommunications - to limit revision and publication cycles to a few months and thus significantly increase attractiveness to publish - to become the leading journal for publishing the latest developments in telecommunications
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