TY - GEN
T1 - Gain Enhancement of Microstrip Antenna Using Genetic Algorithm
T2 - 10th International Conference on Radar, Antenna, Microwave, Electronics, and Telecommunications, ICRAMET 2021
AU - Yusuf, A'Isya Nur Aulia
AU - Purnamasari, Prima Dewi
AU - Zulkifli, Fitri Yuli
N1 - Funding Information:
ACKNOWLEDGMENT This work is supported by the Indonesian Government Scholarship PMDSU from the Ministry of Research, Technology, and Higher Education (Kemristekdikti) under contract number NKB-353/UN2.RST/HKP.05.00/2021.
Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - In research on microstrip patch antennas, increasing antenna gain is a challenge. Various techniques have been carried out to increase the gain of microstrip antennas. However, most of the implementations of this method generally requires computer resources with high computing and storage space and takes a lot of time to run the simulation. Therefore, machine learning methods are used to optimize the antenna design to reduce the iteration process and increase antenna gain. Genetic algorithm is one of the efficient optimization methods and has been widely used in the electromagnetic field. This paper will review and compare the implementation of genetic algorithms in the microstrip antenna design process to improve antenna gain.
AB - In research on microstrip patch antennas, increasing antenna gain is a challenge. Various techniques have been carried out to increase the gain of microstrip antennas. However, most of the implementations of this method generally requires computer resources with high computing and storage space and takes a lot of time to run the simulation. Therefore, machine learning methods are used to optimize the antenna design to reduce the iteration process and increase antenna gain. Genetic algorithm is one of the efficient optimization methods and has been widely used in the electromagnetic field. This paper will review and compare the implementation of genetic algorithms in the microstrip antenna design process to improve antenna gain.
KW - Gain enhancement
KW - Genetic algorithm
KW - Machine learning
KW - Microstrip antenna
UR - http://www.scopus.com/inward/record.url?scp=85124275573&partnerID=8YFLogxK
U2 - 10.1109/ICRAMET53537.2021.9650491
DO - 10.1109/ICRAMET53537.2021.9650491
M3 - Conference contribution
AN - SCOPUS:85124275573
T3 - Proceeding - 2021 International Conference on Radar, Antenna, Microwave, Electronics, and Telecommunications: Managing the Impact of Covid-19 Pandemic: Together Facing Challenges Through Electronics and ICTs, ICRAMET 2021
SP - 166
EP - 171
BT - Proceeding - 2021 International Conference on Radar, Antenna, Microwave, Electronics, and Telecommunications
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 23 November 2021 through 24 November 2021
ER -