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A Novel Approach for detection of the symptomatic patterns in the acoustic biological signal using Truncation Multiplier

机译:使用截断乘法器检测声学生物信号中症状模式的新方法

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Design of low power systems become a preeminent role in the domain of VLSI. Various algorithms are being used to implement a reliable system. This paper discusses the diagnosis of various symptoms in the audio signal. Discrete Wavelet Transform is the mathematical block for the detection and analysis of the spectral components of an audio signal. The wavelet transform detects signal levels in the acoustic signal. These coefficients are further applied to mathematical blocks such as coastline, quasi-average and energy blocks to diagnosis symptoms respectively depending on the frequency ranges. The symptoms such as cough, sneeze having similar spectral ranges which are distinguish using Mel spectrum based analysis. The aim is to diagnosis the symptomatic patterns in human audio signals with low power design and area efficient computational architecture for the mathematical blocks. The proposed work employs the truncation multiplier design in the wavelet transform and energy parameter. Since the LSB parts are not required in the realization of the wavelet transform filters which reduce the power and area consumption thereby makes the design a power and area efficient system. It is observed a significant change in the power consumption <; 90% in the implementation. The system is implemented using Xilinx 14.5, ModelSim for the functionality and analysis of power.
机译:低功耗系统的设计已成为VLSI领域的重要角色。各种算法被用于实现可靠的系统。本文讨论了音频信号中各种症状的诊断。离散小波变换是用于检测和分析音频信号频谱分量的数学模块。小波变换检测声信号中的信号电平。这些系数进一步根据频率范围分别应用于数学块(例如海岸线,准平均和能量块)以诊断症状。咳嗽,打喷嚏等症状具有相似的光谱范围,可使用基于梅尔光谱的分析加以区分。目的是通过低功率设计和数学块的区域有效计算架构来诊断人类音频信号中的症状模式。拟议的工作在小波变换和能量参数中采用了截断乘法器设计。由于在小波变换滤波器的实现中不需要LSB部件,因此降低了功耗和面积消耗,从而使设计成为功耗和面积高效的系统。观察到功耗显着变化<; 90%的执行率。该系统使用Xilinx 14.5 ModelSim实现,以实现功能和功耗分析。

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