有限字长线性控制器的一种新的二进制算法:MEMS应用

A. K. Oudjida, A. Liacha, M. L. Berrandjia, N. Chaillet
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引用次数: 1

摘要

本文研究了MEMS专用有限字长(FWL)线性控制器的优化硬件实现问题。最大的挑战是用最少的硬件确保令人满意的控制性能。因此,可以进行两种不同但互补的优化:在控制理论和二进制算法中。只有后者参与这项工作。由于微机电系统的应用是有针对性的,二进制算法必须足够快,以应对微机电系统的快速动态;节能嵌入式控制;高度可扩展,易于调整控制性能;并且易于预测,可以在实现之前提供关于所需逻辑资源的精确想法。对许多二进制算术的探索表明,radix-2r是符合上述要求的最佳候选。它已被充分利用于设计高效的乘法器内核,而乘法器内核是线性系统的真正引擎。将基数-2r算法应用于两种FWL结构的硬件集成:线性时变PID控制器和带Kaiman滤波的线性时变LQG控制器。这两种控制器都比现有的控制器有明显的优势,或者与它们最初的非优化形式相比。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A new binary arithmetic for finite-word-length linear controllers: MEMS applications
This paper addresses the problem of optimal hardware-realization of finite-word-length (FWL) linear controllers dedicated to MEMS applications. The biggest challenge is to ensure satisfactory control performances with a minimal hardware. To come up, two distinct but complementary optimizations can be undertaken: in control theory and in binary arithmetic. Only the latter is involved in this work. Because MEMS applications are targeted, the binary arithmetic must be fast enough to cope with the rapid dynamic of MEMS; power-efficient for an embedded control; highly scalable for an easy adjustment of the control performances; and easily predictable to provide a precise idea on the required logic resources before the implementation. The exploration of a number of binary arithmetics showed that radix-2r is the best candidate that fits the aforementioned requirements. It has been fully exploited to designing efficient multiplier cores, which are the real engine of the linear systems. The radix-2r arithmetic was applied to the hardware integration of two FWL structures: a linear time variant PID controller and a linear time invariant LQG controller with Kaiman filtering. Both controllers showed a clear superiority over their existing counterparts, or in comparison to their initial non-optimized forms.
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