Low-power programmable signal processing

P. Hasler
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引用次数: 32

Abstract

This paper presents the potential of using programmable analog signal processing techniques for impacting low-power portable applications like imaging, audio processing, and speech recognition. The range of analog signal processing functions available results in many potential opportunities to incorporate these analog signal processing systems with digital signal processing systems for improved overall system performance. Programmable, dense analog techniques enable these approaches, based upon programmable transistor approaches. We show experimental evidence for the factor of 1000 to 10,000 power efficiency improvement for programmable analog signal processing compared to custom digital implementations in vector matrix multipliers (VMM), CMOS imagers with computation on the pixel plane with high fill factors, and large-scale field programmable analog arrays (FPAA), among others.
低功耗可编程信号处理
本文介绍了使用可编程模拟信号处理技术影响低功耗便携式应用的潜力,如成像、音频处理和语音识别。模拟信号处理功能的范围导致许多潜在的机会,将这些模拟信号处理系统与数字信号处理系统相结合,以提高整体系统性能。基于可编程晶体管方法的可编程、密集模拟技术使这些方法成为可能。我们展示了实验证据,与矢量矩阵乘法器(VMM)、具有高填充因子的像素平面计算的CMOS成像仪和大规模现场可编程模拟阵列(FPAA)等中的定制数字实现相比,可编程模拟信号处理的功率效率提高了1000到10,000倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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