Delay and Power Efficient FIR Architecture for Noise Suppression of EOG Signal

G. Kumar, Balaji Narayanam, D. Malini
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引用次数: 2

Abstract

In this paper, we proposed a modified FIR filter using Canonical signed digit (CSD) technique for de-noising the Electro-Oculography (EOG) signal. A dipole was formed between cornea and retina in an eye, resulting in voltage difference with occurrence of eye movement, which in turn generates an electrical signal. These signals are called as EOG and are useful in many medical and bioelectrical applications. To remove the noise in EOG signal an enhanced 16-bit FIR filter was used. The proposed FIR architecture uses CSD based multipliers, unlike the conventional shift-add the proposed architecture provide greater improvement in power and delay. CSD is used in order to reduce the design complexity of the multiplication by representing the filter coefficients in CSD format. The proposed approach was implemented on Xilinx FPGA development kit. By comparing the synthesis results for existing and proposed methods, which has achieved an improvement of 12.60% and 11.76% in Power Delay Product (PDP) and Area Delay Product (ADP) respectively
用于EOG信号噪声抑制的延迟和高能效FIR结构
本文提出了一种改进的FIR滤波器,利用正则符号数(CSD)技术对眼电信号进行去噪。眼睛的角膜和视网膜之间形成偶极子,随着眼球运动的发生而产生电压差,从而产生电信号。这些信号被称为EOG,在许多医学和生物电应用中很有用。为了去除EOG信号中的噪声,采用了增强型16位FIR滤波器。所提出的FIR体系结构使用基于CSD的乘法器,与传统的移位加不同,所提出的体系结构在功率和延迟方面提供了更大的改进。使用CSD的目的是通过以CSD格式表示过滤系数来降低乘法的设计复杂性。该方法在Xilinx FPGA开发工具包上实现。通过对比现有方法和所提方法的综合结果,功率延迟积(PDP)和面积延迟积(ADP)分别提高了12.60%和11.76%
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