利用实时模拟器验证音频信号处理算法

S. H. Ong, K. M. Goh, S. Yue, K. V. Ling
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引用次数: 1

摘要

数字信号处理(DSP)是一种处理信号的现代数字技术。这种数字操作技术是计算密集型的。因此,dsp通常部署在现代台式计算机上,或者部署在称为数字信号处理器(dsp)的专用处理器上。在低功耗电池供电设备上开发和验证实时DSP算法是一项具有挑战性的任务。在这些设备上缺乏可用的实时操作系统进一步延迟了开发和设计验证过程。本文提出了一种在无线传感器节点(WSN)硬件上实现健康监测DSP算法的方法。首先,研究并确定了一种DSP预处理技术。其次,研究了适合DSP部署的DSP硬件平台。第三,开发了实时(RT)硬件在环(HIL)仿真系统验证DSP算法的实现。结果表明,所提出的方法与RT HIL仿真系统相辅相成;RT HIL仿真系统是仅次于真实试验台的最佳选择。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Verification of audio signal processing algorithm using real-time simulator
Digital Signal Processing (DSP) is a modern digital technique for processing signals. Such digital manipulation technique is computationally intensive. Hence, DSPs are traditionally deployed on modern desktop computers, or on specialized processors called digital signal processors (DSPs). Development and verification of real-time DSP algorithm, on low-power battery-operated device, is a challenging task. The absence of an available real-time operating system on these devices further delays the development and design verification process. In this paper, a methodology to implement health monitoring DSP algorithms onto wireless sensor node (WSN) hardware is proposed. Firstly, a DSP pre-processing technique was investigated and identified for benchmarking. Secondly, a suitable DSP hardware platform for DSP deployment was investigated. Thirdly, a Real-Time (RT) Hardware-in-the-Loop (HIL) simulator system was developed to verify the DSP algorithm implementation. It is shown that the proposed methodology and RT HIL simulator system compliment each other; The RT HIL simulator system is the next best thing to a real testbed.
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