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

Adaptive Fault Tolerant Control in Time-Varying Formation of Multi-Agent Systems

Elham Bahrampour - Mohammad Tavazoei

Output feedback tube-based MPC for an LPV system using inexact scheduling variables

Nima Naeiji - Ali Akbar Afzalian - Arash Sadeghzadeh

DWT-Based Epileptic Seizure Detection Using Fuzzy Logic Model with Entropy and Table Lookup Scheme

Alireza Mohammadi - Arvin Esfandyari - Ali Doustmohammadi - Amir Abolfazl Suratgar - Masoud Shafiee

A Fault-Tolerant Strategy for Load Non-Interrupted Power Supply in CHB Converter Based on Modified Level Shift PWM

Farzaneh Aslani-Gaznag - Armin Panahi - Yousef Neyshabouri

A Low-cost Waveguide Switch Using Glide-symmetric Holey Electromagnetic Band Gap Technology

Mohsen Shafeghati - Elham Sharifi moghaddam - Behzad Ahmadi

Modulation Classification with Convolutional Neural Network based Deep Learning in Elastic Optical Network

Ehsan Varasteh - Seyed Sadra Kashef - Morteza Valizadeh - Mehdi Ranjbar Zefreh

U-Net-based Automotive Radar Target Detection and Recognition

Jamal Kazazi - Seyyed Mohammad Matin AleMohammad - Mahmoud Kamarei

Multi-Agent Deployment Around a Source in the Plane Using Biased Extremum Seeking

Mohammadali Ghadiri-modarres - Mohsen Mojiri - Ehsan Fattahi

بررسی حفظ همراستایی در سامانه‌های مخابرات نوری فضای آزاد

مهدی زندی آتشبار - اصغر غلامی - فروغ‌السادات طباطبا

طراحی و ساخت لیدار پالسی برای خودرو خودران با حذف موثر پدیده تداخل

سبحان دبیدیان - صدرا تفقدی جامی - زهرا کاوه وش - علی فتوت احمدی

بیشتر

ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 42.8.0