0% Complete
صفحه اصلی
/
سی و سومین کنفرانس بین المللی مهندسی برق
Performance Evaluation of a Deep Neural Network Joint Equalizer-Decoder in AWGN-ISI Channels
نویسندگان :
Zahra Joleini
1
Ali Jamshidi
2
1- دانشگاه شیراز
2- دانشگاه شیراز
کلمات کلیدی :
Deep learning techniques،deep neural network decoder،equalizer،polar codes،channel estimation error
چکیده :
We propose a novel joint equalizer and decoder system based on deep neural networks for linear time invariant multipath channels. We use polar codes as the channel code and train two neural networks to perform blind joint equalization and decoding without requiring channel state information or encoder parameters. The first deep neural network recovers the signal from channel distortion, and the second deep neural network decodes the polar code. We demonstrate the superior performance of our system over both conventional and deep convolutional neural network methods, especially under large channel estimation errors.
لیست مقالات
لیست مقالات بایگانی شده
True Class-E Design For Inductive Coupling Wireless Power Transfer Applications
Ali Asghar Razavi Haeri - Aminghasem Safarian - Ali Fotowat-Ahmady
A Hybrid Data-Driven Algorithm for Real-Time Friction Force Estimation in Hydraulic Cylinders
Mohamad Amin Jamshidi - Mehrbod Zarifi - Zolfa Anvari - Hamed Ghafarirad - Mohammad Zareinejad
Comparison of Channel Selection Methods for EEG Signal Classification
Soraya Charkas - MohammadBagher Shamsollahi
بررسی روابط توان دوم برای اعداد باینری با تمرکز بر طراحی و پیاده سازی مدار برای ورودی 4 بیت مثبت و منفی در پروسه استاندارد 0.18 µm CMOS
احمد احمدزاده - امیر فتحی - بهبود مشعوفی
A Transformerless Single-Switch DC-DC Boost Converter Suitable for Renewable Energy Applications
Saed Mahmoud Alilou - Sasan Ahmadi - Mohammad Maalandish - Seyed Hossein Hosseini
A Barrier Function Based Feedback Linearization Method for On-line Output Tracking Control of Non-minimum Phase Systems
Fatemeh Jahangiri - Ali Talebi - Mohammad Bagher Menhaj
Cascaded Multilevel Inverter with Reduced Switch Count
Mohammadamin Aalami - Ebrahim Babaei - Saeid Ghassem Zadeh
Age of Information Optimization for Multi-hop VLC/RF IoT Sensor Networks
Hossein Khodi - Paeiz Azmi - Nader Mokari - Mohammadreza Javan - Hamid Saeedi - Murat Uysal
Flexible Microgrid Scheduling with the Presence of Renewable Energy Resources
Mahdi Rahimi - Fatemeh Jahanbani Ardakani - Ali Reza Rahimi
Design of a 2MW Medium Voltage Conventional Hybrid DC Circuit Breaker for Railway Application
Seyed Hamid Khalkhali - Mohsen Taghizadeh Kejani - Ali Asghar Razi Kazemi
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 43.6.0
