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Magnetic shape memory alloys (MSMA), which are a class of innovative functional materials and possess a large strain and high response frequency, are used as the actuators to be applied widely in high-precision positioning [1], such as optical alignments, diamond turning machines and scanning probe microscopy [2].
Magnetically controlled shape memory alloys(MSMA) are a new kind of smart material that can be used in micro-displacement and micro-positioning applications. However, the hysteresis nonlinearity of this material is an obstacle to achieve high precision accuracy [1]. The hysteresis nonlinearity of MSMA can be described by the relationship between the input and output signal which is called hysteresis...
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