0% Complete
صفحه اصلی
/
سی و دومین کنفرانس بین المللی مهندسی برق
Design of Fresnel-Region Millimeter-Wave Metasurface Beam Shaper Using Deep Learning
نویسندگان :
Mohammad Hossein Koohi Ghamsari
1
Ehsan Imanbeygi
2
Mehdi Ahmadi-Boroujeni
3
1- دانشگاه صنعتی شریف
2- دانشگاه صنعتی شریف
3- دانشگاه صنعتی شریف
کلمات کلیدی :
Beam shaping،Fresnel region،metasurface،deep-learning،flat-top beam shaper
چکیده :
In this paper, we present a new approach for designing a metasurface structure that leverages deep learning techniques for beam shaping of a millimeter-wave source in the Fresnel region. The selection of unit cell geometry is crucial to attain accurate control over the phasefront of the incident wave. We show that our selection of unit cells enables the metasurface to produce the desired beam intensity on the target plane. To train our neural network, we generate datasets using analytical solutions of the beam shaping problem. The efficiency of our suggested method is evaluated by designing the phase profile of the metasurface to generate flat-top irradiation at a specific distance from the metasurface. The results demonstrate the feasibility of the proposed deep learning approach for designing beam shaper metasurfaces.
لیست مقالات
لیست مقالات بایگانی شده
A model to measure cyber security maturity at the national level
Mahdi Omrani - Masoud Shafiee - Siavash Khorsandi
کدینگ فیبوناچی جهش یافته: ارائه یک روش برای افزایش قابلیت اطمینان در شبکههای روی تراشه سهبعدی
مجتبی فرمانی - سروین ناظر جعفری - زهرا شیرمحمدی
An Enhanced Chaotic System Based Color Image Encryption using DNA Encoding
Mobin Vaziri - Mohammad Mehdi Rahimifar - Hadi Jahanirad
Temperature Prediction of Lithium-Ion Batteries for Thermal Management Systems Using Graph Convolutional Networks
Sepehr Ghalebi - Elaheh Sadat Ahmadi Mousavi - Farzaneh Abdollahi - Farschad Torabi
A Comprehensive Analysis Method to Improve the Operation of Transmission Networks from the Perspective of Resonance and Ferroresonance phenomena
MohamadAli Amini - Mehdi SALAY NADERI - Ali Asghar Farrokhi Raad - Gevork B. Gharehpetian
Switchable Chain Configurable RO PUF for Enhancing Hardware Security of IoT Devices
Niloufar Sayadi - Mohammad Eshghi
Family of Multifunctional Controllable Converters for Grid, Battery, and PV-Powered EV Charging Station Applications
Homayon Soltani Gohari - Amir Safaeinasab - Karim Abbaszadeh
Resilient Control of Mixed Traffic Systems Under Denial-of-Service Attacks
Ehsan Foroughi Asl - Mohammad Haeri
Fast Subdomain Approximation of Brushless Electrical Machines with Spoke-Hub Permanent Magnets
Meisam Pourahmadinakhli - Seyed Hassan Daryanavard - Masoud Jokar-Kohanjani - Sina Soltani
Dynamic State Estimation of Power System Using Gauss-Seidel Cubature Kalman Filter
Atiyeh Keshavarz-Mohammadiyan
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 43.6.0
