Performance enhancement of large-scale linear dynamic MIMO systems using GWO-PID controller
نویسندگان
چکیده
The multi-input multi-output (MIMO) technique is becoming grown and integrated into wireless wideband communication. MIMO techniques suffer from a large-scale linear dynamic problem, it will be easy to adjust the proportional-integral-derivative (PID) of continuous system, unlike nonlinear model. This work displays tuning PID controller for systems utilizing statistical grey wolf optimization (GWO) evaluated by objective function as integral time absolute error (ITAE). instantaneous adjusting characteristic GWO approach criterion that distinguishes such combination-proposed strategy existing in traditional approach. algorithm searching-based methodology used determine adequate gain factors controller. suggested guarantees stability initial scheme steady state condition. A combination ITAE combined with reduction method adopted reduce steady-state transient responses between higher-order unit amplitude response. Simulation outcomes are illustrated using MATLAB software show capability adopting controlling.
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ژورنال
عنوان ژورنال: Bulletin of Electrical Engineering and Informatics
سال: 2023
ISSN: ['2302-9285']
DOI: https://doi.org/10.11591/eei.v12i5.4870