TY - GEN
T1 - SoPC Implementation of a Genetic Algorithm for Circle Detection
AU - Munoz, Luis F.Rojas
AU - Solano, Santiago Sanchez
AU - Capulin, Carlos H.Garcia
AU - Gonzalez, Horacio Rostro
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - This article presents a system-on-programable-chip implementation of a genetic algorithm for circle detection. The use of this implementation technique allows the development of an efficient, decentralized and embedded system with high scalability and robustness, in addition to providing it with an effective and easy-to-use interface. The hardware components of the system implement the evolutionary process and the software elements perform image pre-processing tasks and provide the user interface. The SoPC was implemented on a Zybo-Z7 development board equipped with a Xilinx Zynq-7000 family device and it has been numerically validated on synthetic and real images. Detection rates obtained for both types of images demonstrate the suitability of this proposal to design embedded systems with size, resources and power consumption limitations for applications in Industry 4.0 and other related paradigms.
AB - This article presents a system-on-programable-chip implementation of a genetic algorithm for circle detection. The use of this implementation technique allows the development of an efficient, decentralized and embedded system with high scalability and robustness, in addition to providing it with an effective and easy-to-use interface. The hardware components of the system implement the evolutionary process and the software elements perform image pre-processing tasks and provide the user interface. The SoPC was implemented on a Zybo-Z7 development board equipped with a Xilinx Zynq-7000 family device and it has been numerically validated on synthetic and real images. Detection rates obtained for both types of images demonstrate the suitability of this proposal to design embedded systems with size, resources and power consumption limitations for applications in Industry 4.0 and other related paradigms.
KW - Circle detection
KW - Genetic algorithm
KW - SoPC
UR - http://www.scopus.com/inward/record.url?scp=85124976346&partnerID=8YFLogxK
U2 - 10.1109/ROPEC53248.2021.9667964
DO - 10.1109/ROPEC53248.2021.9667964
M3 - Conference contribution
AN - SCOPUS:85124976346
T3 - 2021 23rd IEEE International Autumn Meeting on Power, Electronics and Computing, ROPEC 2021
BT - 2021 23rd IEEE International Autumn Meeting on Power, Electronics and Computing, ROPEC 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 23rd IEEE International Autumn Meeting on Power, Electronics and Computing, ROPEC 2021
Y2 - 10 November 2021 through 12 November 2021
ER -