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Variable-Rounded LMS Filter for Low-Power Applications

机译:适用于低功率应用的可变圆角LMS滤波器

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Precision-scalable techniques constitute an efficient solution to power consumption issues thanks to the possibility to adapt arithmetic components precision to required system-level accuracy with the aim to dynamically optimize power consumption. In this paper we propose a precision-scalable approach for the implementation of a Least Mean Square (LMS) filter. Novel solution exploits variable rounding multiplications in the learning section of the LMS filter allowing to dynamically reduce the switching activity of multipliers partial products with a minimal impact on error regime performance. Results, obtained after a Place & Route in TSMC 28 nm CMOS technology, reveal a regime precision comparable to a standard LMS implementation and a power consumption improvement up to 27%.
机译:由于可以将算术组件的精度调整为所需的系统级精度,从而可以动态优化功耗,因此,精度可扩展技术构成了解决功耗问题的有效解决方案。在本文中,我们提出了一种用于实现最小均方(LMS)滤波器的精度可缩放方法。新颖的解决方案在LMS滤波器的学习部分中利用变量舍入乘法,从而可以动态减少乘法器部分乘积的切换活动,而对误差状况的影响最小。在采用台积电28 nm CMOS技术进行布局布线后获得的结果表明,其制程精度可与标准LMS实施相媲美,功耗降低了27%。

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