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
Smart EV Charging in Residential Power Grids Considering Users’ Preferences
Mahya Shahshahani - Ali Moradi Amani - Mahdi Jalili
Design Of Observer-Based Nonlinear Controller For Tracking Maximum Power Point In The Solar Cell
Kobra Siahi - Mohammad Reza Arvan - Vahid Behnamgol - Mahdi Mosayebi
Improved Model Predictive Control for the Three-Phase Grid-Connected Split-Source Inverter
Seyed Hamid Montazeri - Jafar Milimonfared - MohammadReza Zolghadri
LSTM and Markov-Based Mobility Prediction for Multi-access Edge Computing
Hadi Ghavaminejad - Nasser Yazdani - Golboo Rashidi
تخمین افسردگی مبتنی بر صوت با استفاده از بانک فیلتر و شبکه عصبی ResNet
علی نیک خراسانی - محمدرضا اکبرزاده توتونچی - مجید غیورمبرهن
High-Precision Simple-Expandable Loser Take All (LTA) Circuit
Hossein Yaghoobzade Shadmehri - Ehsan Rahiminejad - Mohaddeseh Ghaeni
Strategic Offering of a Virtual Power Plant in Energy Markets Under Contingency Conditions: A Hybrid Stochastic Robust Optimization Approach
Elahe Ghanaee - Morteza Rahimiyan
Age of Information Optimization for Multi-hop VLC/RF IoT Sensor Networks
Hossein Khodi - Paeiz Azmi - Nader Mokari - Mohammadreza Javan - Hamid Saeedi - Murat Uysal
Model Predictive Control for Interconnected Systems with Communication Delays
Reza Mohammadikia - Mahsan Tavakoli-Kakhki
تشخیص حضور انسان در خانه های هوشمند با استفاده از شبکه ی بی سیم محلی
امیرمحمد بصیرت - نغمه سادات مویدیان
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 43.6.0
