Design of a 1-Bit MEMS Gyroscope Using the Model Predictive Control Approach

In this paper, a bi-level Delta-Sigma modulator-based MEMS gyroscope design is presented based on a Model Predictive Control (MPC) approach. The MPC is popular because of its capability of handling hard constraints. In this work, we propose to combine the 1-bit nature of the bi-level Delta-Sigma mod...

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Veröffentlicht in:Sensors (Basel, Switzerland) Switzerland), 2019-02, Vol.19 (3), p.730
Hauptverfasser: Wu, Xiaofeng, Xie, Zhicheng, Bai, Xueliang, Kwan, Trevor
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Sprache:eng
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Zusammenfassung:In this paper, a bi-level Delta-Sigma modulator-based MEMS gyroscope design is presented based on a Model Predictive Control (MPC) approach. The MPC is popular because of its capability of handling hard constraints. In this work, we propose to combine the 1-bit nature of the bi-level Delta-Sigma modulator output with the MPC to develop a 1-bit processing-based MPC (OBMPC). This paper will focus on the affine relationship between the 1-bit feedback and the in-loop MPC controller, as this can potentially remove the multipliers from the controller. In doing so, the computational requirement of the MPC control is significantly alleviated, which makes the 1-bit MEMS Gyroscope feasible for implementation. In addition, a stable constrained MPC is designed, so that the input will not overload the quantizer while maintaining a higher Signal-to-Noise Ratio (SNR).
ISSN:1424-8220
1424-8220
DOI:10.3390/s19030730