کنفرانس مهندسی برق ایران

صفحه اصلی / بیست و نهمین کنفرانس مهندسی برق ایران

Optimized 5G-MMW Compact Yagi-Uda Antenna Based on Machine Learning Methodology

نویسندگان :

Alireza Jafarieh¹ Mahdi Nouri² Hamid Behroozi³

1- Sharif university of technology 2- Sharif university of technology 3- Sharif university of technology

کلمات کلیدی :

Machine learning (ML), 5G communication, MMW, Yagi-Uda antenna, microstrip antenna, surrogate-based optimization (SBO).

چکیده :

The fifth generation (5G) of the mobile communication should provide a faster latency rate, wider Bandwidth (BW), and higher Gain (G) in comparison with older systems, (e.g. fourth generation (4G)). For 5G applications, the millimeter wave (MMW) antennas seem to be a suitable choice due to their small size. Owing to a large number of design parameters, designing an optimum antenna that can satisfy the 5G conditions is a very challenging task. In the meanwhile, using machine learning (ML) approaches to find the optimum design is an appropriate solution. Surrogate-based optimization (SBO) can handle the high computational cost of ML approaches, especially when the number of design parameters is large. The microstrip Yagi-Uda antennas play an important role in 5G communication systems due to their high BW and directive G.

لیست مقالات

لیست مقالات بایگانی شده

مدل سازی و شبیه سازی جداکننده پرتو کوانتومی و تداخل گر ماخ زندر کوانتومی

محمد جواد شریفی

Coverage Probability Analysis of User Association in NOMA-Based Full-Duplex Systems

Shaghayegh Asadollahi dehkordi - Mohammadali Mohammadi - Zahra Mobini - Sepideh Haghgoy

Diagnosis of Covid 19 disease, flu, allergies, colds

Mahyar Mohammady - Marzieh Kamali

Performance improvement of automated parking by considering road incline and wheel slippage

Ali Anisi - Moosa Ayati - Yassin Riyazi - Ali Asadian

تخمین پارامتر سری‌های زمانی دو بعدی چند متغیره گسسته

مرضیه بهمنی - محسن شفیعی‌راد - مهدی زینالی - احسان ناظم‌الرعایا

Impact of Sierpinski fractal shape on the performance of ultrathin-film silicon solar cells

Mohammad Ali Shameli - Sayyed Reza Mirnaziry - Leila Yousefi

Angular Stable Multiband Miniaturized Flexible Frequency Selective Surface

Mozhgun Moazzamnia - Javad Nourinia - Changiz Ghobadi - Keyhan Hosseini - Mohsen Karamirad - Baman Mohammadi

ارزش گذاری منابع تولید پراکنده به منظور توسعه شبکه توزیع برق به کمک نظریه بازی‌ها

شایان مرادیان - حبیب رجبی مشهدی

A Cost-Effective Solution for Traffic Sign Recognition and Geographic Localization Using a Monocular Camera

Mohadeseh Atyabi - Fardin Ayar - Mahdi Javanmardi

CNTFET Technology-based adjustable Hysteresis Schmitt Trigger circuit for Energy-Efficient applications

Mohammad Reza Hosseini Varmazabadi - Ali Parhizgar - Ebrahim Abiri - Abdolreza Darabi

بیشتر

ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 42.5.3