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Lyapunov estimation for high-speed demodulation in multifrequency atomic force microscopy

机译:Lyapunov估计在多频原子力显微镜中的高速解调

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摘要

An important issue in the emerging field of multifrequency atomic force microscopy (MF-AFM) is the accurate and fast demodulation of the cantilever-tip deflection signal. As this signal consists of multiple frequency components and noise processes, a lock-in amplifier is typically employed for its narrowband response. However, this demodulator suffers inherent bandwidth limitations as high-frequency mixing products must be filtered out and several must be operated in parallel. Many MF-AFM methods require amplitude and phase demodulation at multiple frequencies of interest, enabling both z-axis feedback and phase contrast imaging to be achieved. This article proposes a model-based multifrequency Lyapunov filter implemented on a field-programmable gate array (FPGA) for high-speed MF-AFM demodulation. System descriptions and simulations are verified by experimental results demonstrating high tracking bandwidths, strong off-mode rejection and minor sensitivity to cross-coupling effects. Additionally, a five-frequency system operating at 3.5 MHz is implemented for higher harmonic amplitude and phase imaging up to 1 MHz.
机译:在新兴的多频原子力显微镜(MF-AFM)领域中,一个重要的问题是对悬臂尖端偏转信号的准确和快速解调。由于此信号包含多个频率分量和噪声过程,因此通常采用锁定放大器来实现其窄带响应。但是,由于必须滤除高频混频产物并且必须并行运行几种解调器,因此该解调器存在固有的带宽限制。许多MF-AFM方法要求在多个感兴趣的频率上进行幅度和相位解调,从而能够实现z轴反馈和相位对比成像。本文提出了一种基于模型的多频Lyapunov滤波器,该滤波器在现场可编程门阵列(FPGA)上实现,用于高速MF-AFM解调。系统描述和仿真通过实验结果验证,这些实验结果表明高跟踪带宽,强大的关模抑制能力和对交叉耦合效应的敏感性较小。此外,还实现了以3.5 MHz运行的五频系统,以实现高达1 MHz的更高谐波幅度和相位成像。

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