Simulation model of ANN and PID controller for TCP/AQM wireless networks by using MATLAB/Simulink
نویسندگان
چکیده
<p>The wireless network transmission control protocol/active queue management (TCP/AQM) is a that was chosen as topic for research basis laid to simulate the proposed and conduct simulation under certain conditions. To manage protocol chosen. The solution many modern systems depends on placing additional units called controllers, which work improve performance of systems. current system can be described according test cases were conducted, where four identified with sequential steps. In this there are two methods by mathematical model TCP/AQM proportional, integral derivative (PID) controller neural network. Simulation conducted in order determine each case through comparison appropriate criteria best. first communication traditional PID type. second system, large controller. Simulations choose best among those suggested nonlinear enhance achieve possibility adopting MATLAB perform required simulation.</p>
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ژورنال
عنوان ژورنال: Indonesian Journal of Electrical Engineering and Computer Science
سال: 2023
ISSN: ['2502-4752', '2502-4760']
DOI: https://doi.org/10.11591/ijeecs.v30.i2.pp739-747