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Hardware Implementation of the Dual-Channel Spectral Subtraction Method for Lung Sounds Denoising

机译:肺声降噪双通道谱减法方法的硬件实现

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In this paper, a hardware architecture of dual-channel spectral subtraction method has been proposed for real-time lung sounds enhancement. The proposed architecture has been implemented on field programmable gate array (FPGA) chip using a high-level programming tool. Dual-channel spectral subtraction technique allows a dynamic estimate of the noise spectrum for an adaptive and robust lung sounds enhancement. The denoising performances of the proposed hardware architecture are compared to those obtained by MATLAB simulation, using subjective and objective evaluation tests. Resource utilization, maximum operating frequency, and total power consumption are presented for a low-cost Artix-7 FPGA chip.
机译:本文提出了一种双通道谱减法方法的硬件架构,用于实时增强肺音。所提出的体系结构已使用高级编程工具在现场可编程门阵列(FPGA)芯片上实现。双通道频谱减法技术可以动态估算噪声频谱,以增强自适应性和鲁棒性。使用主观和客观评估测试,将所提出的硬件体系结构的去噪性能与通过MATLAB仿真获得的去噪性能进行比较。展示了低成本Artix-7 FPGA芯片的资源利用率,最大工作频率和总功耗。

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