IEEE Transactions on Instrumentation and Measurement · 2024 · 16 citations · 27 references
EngineeringCardiologyCardiac RehabilitationMagnetic Resonance BiophysicsProcess ControlAdaptive ControlDisturbance RejectionNoise ReductionRadio Frequency Interference MitigationActive Disturbance Rejection ControlElectromagnetic Interference SuppressionInterferenceMagnetic NoiseMagnetic Noise ReductionNoise SuppressionNoise Suppression MechanismsSignal-to-noise Ratio
The presence of high-amplitude and specific-frequency magnetic interference in the environment can significantly degrade the signal-to-noise ratio of magnetocardiography (MCG) signal within a magnetically shielded room (MSR), thereby severely impeding the extraction of cardiac magnetic characteristic signal and hindering accurate diagnosis of heart-related diseases. The conventional linear active disturbance rejection control (LADRC) based active magnetic compensation system exhibits limited capability to counteract such interferences, resulting in inadequate suppression effects against high-amplitude and specific-frequency magnetic disturbances in the environment. To address this issue, this article proposes an active magnetic interference compensation method (LESO-LSEF-PR) that integrates linear extended state observer (LESO), linear state error feedback (LSEF) control law, and adaptive proportional resonance (PR) control. Comparative analysis with the LADRC control approach demonstrates that LESO-LSEF-PR offers superior attenuation performance for high-amplitude and specific-frequency magnetic interferences. Experimental results show that the LESO-LSEF-PR method proposed in this article can reduce the average magnetic field noise within the 3 ~ 40 Hz range of the MSR from 93.05 to 19.85 <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$\mathrm { fT/\sqrt {Hz}}$ </tex-math></inline-formula>. Compared with the traditional LADRC control method, the noise suppression effect is improved by about 29.7%.
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Scaling and bandwidth-parameterization based controller tuning
Zhiqiang Gao · 2005 · 2.4K citations
On-scalp MEG system utilizing an actively shielded array of optically-pumped magnetometers
Joonas Iivanainen, Rasmus Zetter, Mikael Grön et al. · NeuroImage · 2019 · 266 citations · Full text