MOV-Modified-FxLMS algorithm with Variable Penalty Factor in a Practical Power Output Constrained Active Control System
نویسندگان
چکیده
Practical Active Noise Control (ANC) systems typically require a restriction in their maximum output power, to prevent overdriving the loudspeaker and causing system instability. Recently, minimum variance filtered-reference least mean square (MOV-FxLMS) algorithm was shown have optimal control under constraint with an analytically formulated penalty factor, but it needs offline knowledge of disturbance power secondary path gain. The constant factor MOV-FxLMS is also susceptible variations that could cause violations. This paper presents new variable utilizes estimated established Modified-FxLMS (MFxLMS) algorithm, resulting computationally efficient MOV-MFxLMS can adapt changes levels real-time. Numerical simulation real noise plant response showed always manages meet its despite sudden whereas fixed has suffered from mismatch.
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A Robust Feedforward Active Noise Control System with a Variable Step-size Fxlms Algorithm: Designing a New Online Secondary Path Modelling Method
Several approaches have been introduced in literature for active noise control (ANC) systems. Since Filtered-x-Least Mean Square (FxLMS) algorithm appears to be the best choice as a controller filter. Researchers tend to improve performance of ANC systems by enhancing and modifying this algorithm. This paper proposes a new version of FxLMS algorithm. In many ANC applications an online secondary...
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ژورنال
عنوان ژورنال: IEEE Signal Processing Letters
سال: 2023
ISSN: ['1558-2361', '1070-9908']
DOI: https://doi.org/10.1109/lsp.2023.3286808