利用可重构乘法器块实现ECG应用中的db4小波滤波器组

Yaprak Eminaga, Adem Coskun, I. Kale
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引用次数: 5

摘要

在便携式医疗设备中,对基于小波的实时节点上信号处理的需求越来越大,这就提出了减少硬件尺寸、成本和功耗的需求。针对当前的现场可编程门阵列(FPGA)技术,提出了一种改进的可重构乘法器块(ReMB)结构,用于树形滤波器组中的8分路多贝小波滤波器。ReMB用于取代昂贵且耗电的乘子模块,以及时间复用有限脉冲响应滤波器架构中所需的系数存储器。提出的架构在Kintex-7 FPGA上实现,并报告了资源利用率、最大工作频率和估计的动态功耗数据,并与文献进行了比较。结果表明,与使用通用乘法器的架构相比,所提出的架构将硬件利用率降低了30%,并将功耗提高了44%。因此,所提出的实施方案可部署在便携式医疗设备的低成本低功耗嵌入式平台中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Area and Power Efficient Implementation of db4 Wavelet Filter Banks for ECG Applications Using Reconfigurable Multiplier Blocks
There is an increasing demand for wavelet-based real-time on-node signal processing in portable medical devices which raises the need for reduced hardware size, cost and power consumption. This paper presents an improved Reconfigurable Multiplier Block (ReMB) architecture for an 8-tap Daubechies wavelet filter employed in a tree structured filter bank which targets the recent Field-Programmable-Gate-Array (FPGA) technologies. The ReMB is used to replace the expensive and power hungry multiplier blocks as well as the coefficient memories required in time-multiplexed finite impulse response filter architectures. The proposed architecture is implemented on a Kintex-7 FPGA and the resource utilization, maximum operating frequency and the estimated dynamic power consumption figures are reported and compared with the literature. The results demonstrated that the proposed architecture reduces the hard-ware utilization by 30% and improves the power consumption by 44% in comparison to architectures with general purpose multipliers. Thus, the proposed implementation can be deployed in low-cost low-power embedded platforms for portable medical devices.
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