Title :
Embedded system implementation of digital fractional filter approximations for control applications
Author :
Tepljakov, Aleksei ; Petlenkov, Eduard ; Belikov, Juri
Author_Institution :
Dept. of Comput. Control, Tallinn Univ. of Technol., Tallinn, Estonia
Abstract :
Fractional-order calculus presents a novel modeling approach for systems with extraordinary dynamical properties by introducing the notions of derivatives and integrals of noninteger order. In system theory this gives rise to extensions to linear, time invariant systems to enhance the description of complex phenomena involving memory or hereditary properties of systems. Standard industrial controllers, such as the PID controller and lead-lag compensator, have also been updated to benefit from the effects of noninteger integration and differentiation, and have advantages over classical controllers in case of both conventional and fractional-order process control. However, given the definitions of fractional operators, accurate digital implementation of fractional-order systems and controllers is difficult because it requires infinite memory. In this work we study the digital implementation of a fractional-order PID controller based on an infinite impulse response (IIR) filter structure obtained by applying the Oustaloup recursive filter generation technique. Software for generating digital fractional-order is developed and tested on an Atmel AVR microcontroller. The results are verified using a MATLAB/Simulink based real-time prototyping platform.
Keywords :
IIR filters; differentiation; digital control; embedded systems; integration; microcontrollers; recursive filters; three-term control; Atmel AVR microcontroller; IIR filter structure; Matlab-Simulink based real-time prototyping platform; Oustaloup recursive filter generation technique; complex phenomena; differentiation; digital fractional filter approximations; embedded system; extraordinary dynamical properties; fractional-order PID controller; fractional-order calculus; fractional-order process control; fractional-order systems; industrial controllers; infinite impulse response filter structure; infinite memory; lead-lag compensator; linear system; noninteger integration; noninteger order integrals; system theory; time invariant systems; Approximation methods; Embedded systems; MATLAB; Memory management; Microcontrollers; Poles and zeros; Real-time systems; digital control; embedded system; fractional-order calculus; fractional-order pid control;
Conference_Titel :
Mixed Design of Integrated Circuits & Systems (MIXDES), 2014 Proceedings of the 21st International Conference
Conference_Location :
Lublin
Print_ISBN :
978-83-63578-03-9
DOI :
10.1109/MIXDES.2014.6872237