基于FPGA实现的整数小波变换性能评价

Saurabh Acharya, H. Kabra, P. Kasambe, S. Rathod
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引用次数: 2

摘要

本文提出了一种适合于现场可编程门阵列(FPGA)实现的小波变换优化技术。它采用最简单的整数小波变换(IWT)进行信号分解(分析),使其适用于实时和经济有效的个人医疗辅助设备。目前基于小波的生物医学应用已经超越了低复杂度嵌入式系统的计算、内存和消耗资源。为了使此类系统能够使用小波变换,本文提出了小波变换的优化和实现技术。并利用其他平台上已有的优化小波变换进行了性能评价。通过评估所获得的结果,可以注意到,就给定生物医学信号的分解(分析)而言,所提出的技术提供了微不足道的降解。该方法也适用于基于小波的生物医学信号处理方法,如信号去噪、心电QRS复合体检测等。
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Performance evaluation of an integer wavelet transform for FPGA implementation
This paper presents the technique for an optimization of a Wavelet Transform suitable for implementation in Field Programmable Gate Array (FPGA). It employs the simplest version of Integer Wavelet Transform (IWT) for signal decomposition (analysis) which makes it suitable for real-time and cost effective personal health care assistance devices. The computational, memory and consumption resources of low-complexity embedded systems is surpassed by the biomedical wavelet based applications presented so far. To facilitate such systems capable of using wavelet transform, optimization and implementation technique of wavelet transform is proposed in this paper. Its performance evaluation is also carried out with an existing optimized wavelet transform in other platform. By evaluation of the results obtained it may be noted that the proposed technique deliver insignificant degradation in terms of decomposition (analysis) of the given biomedical signal. The proposed technique is also suitable for wavelet based Biomedical signal processing methods like signal denoising and ECG QRS complex detection, etc.
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