کنفرانس مهندسی برق ایران

صفحه اصلی / سی امین کنفرانس بین المللی مهندسی برق

Improved Homptopy Technique for MIMO signal Detection

نویسندگان :

Elaheh Ghaderi¹ Masoumeh Azghani²

1- دانشگاه صنعتی سهند تبریز 2- دانشگاه صنعتی سهند تبریز

کلمات کلیدی :

Deep neural network, MIMO signal detection, Deep learning, Signal detection

چکیده :

In this paper, an improved Homotopy algorithm has been presented for signal detection in a MIMO system. The channel matrix is trained as a learnable matrix which results in better signal update. Furthermore, a smooth map is adopted to increase the signal detection performance. The nonlinear denoiser is used to remove the noise more efficiently. Also, the hyperbolic cosine loss function has been adopted to smoothen the results. The simulations show that the proposed method is superior to its counterparts in the bit error rate performance.

لیست مقالات

لیست مقالات بایگانی شده

Denoising of the Diffusion Tensor Imaging Data Using k-Space Redundancy

Khashayar Esmaeilzadeh - Farzaneh Keyvanfard - Abbas Nasiraei Moghaddam

Design and fabrication of a microstrip phase shifter based on liquid crystal

Sadegh Rajabi Doulataabadi - Seyed Hossein Hosseini Biuki - Farid Khoshkhati - Seyed Abbas Jazayeri Moghadas - Mohammad Masoudi Mohammadi - Mehdi Ahmadi-Boroujeni

Low Cost Implementation of Neural Networks Based on Stochastic Computing

Hadi Jahanirad - Ahmad Menbari

Real-Time Prediction of Lower Limb AngularTrajectories Using an Optimized LSTM Model withMarkerless Motion Capture

Amirhossein Jafari - Hamed Jalaly Bidgoly

RDOD: A Robust Distance-based Technique for Outlier Detection

Reza Heydari gharaei - Hossein Nezamabadi-pour

A High Responsivity Plasmonic Internal Photoemission detector for Optical Communication

Faramarz Alihosseini - Aref Rasoulzadeh Zali - Tavakol Pakizeh - Hesam Zandi

Joint Request Aggregation and Content Caching at the Edge via Named Data Networking

Parisa Bakhtou - Siavash Khorsandi

Design and fabrication tip tapered fiber optic dopamine sensor based on LSPR

Roksana Esmaeilpour - Mohammad Ismail zibaii - Masoumeh Barkand - Marzieh Pajouhandeh - Soroush Rostami - Mehdi Banihashemi - Mohammad-Mahdi Babakhani-fard

Design and Simulation of a Novel High Sensitive MEMS Microphone Based On a Spring-Supported Circular Diaphragm

Mehdi Pazhooh - Ebrahim Abbaspour-Sani

Optimal Path Planning and Control of a Hexarotor with Mass Uncertainty in the Presence of Dynamic Obstacles and Wind Using Sliding Mode and Adaptive PSO Algorithm

Nima Sina - Peyman Amiri - Mohammad Danesh

بیشتر

ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 42.3.2