A Novel Unresolved Peaks Analysis Algorithm for ME Signal Detection Based on Improved SMA
نویسندگان
چکیده
Microchip electrophoresis (ME) is an ion detection system with low cost and portability, which suitable for online analysis of environmental samples. However, the unresolved peaks in signal complex samples seriously affect measurement accuracy sample concentration. In this article, efficient algorithm proposed, based on sigmoidal membership function, Lévy flight, slime mould (SLSMA). First, hyperbolic tangent function original (SMA) replaced by to enhance global optimization capability. Second, we use flight sequences further convergence speed SMA algorithm. Then, performance SLSMA tested using synthetic different resolutions noise levels. Finally, ME are used validate application proposed The results show that has higher computational efficiency can be peaks.
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ژورنال
عنوان ژورنال: IEEE Transactions on Instrumentation and Measurement
سال: 2023
ISSN: ['1557-9662', '0018-9456']
DOI: https://doi.org/10.1109/tim.2023.3275999