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

Enhancing Kriging with Inductive Spatio-Temporal GraphODE

Amin Sheykhzadeh - Behzad Moshiri - Ebrahim Ghafar-Zadeh

Temperature-Sensitive Tunable Nanoantenna Based on Phase Change Material (Ge2Sb2Te5) Substrate

Daniyal Khosh Maram - Seyed Asad Amirhosseini

Developing a superlens with High Resolution using Quantum Dot Nano-Particles

Amin Monemian Esfahani - Leila Yousefi

A 400 ps Input Time Range 2× Time Amplifier Using Time-to-Current Compensation Technique

Mohammad Amin Yaldagard - Hossein Shamsi

Impacts of Various Wind Turbine Generators on Transient Recovery Voltage in a Medium Voltage Power Network

Mostafa Heydari - Ali Asghar Razi-Kazemi

ترکیب الگوریتم بهینه‌ساز ازدحام ذرات و شبکه عصبی هم‌گشتی رزنت در مدل‌سازی و طراحی سطوح انتخابگر فرکانس فراکتالی

امین مزروعی آبکنار - مجتبی مداح علی - مرضیه نصیریان

A Novel Method to Estimate Thevenin Equivalent Circuit Using Local Measurements

Pouria Akbarzadeh Aghdam - Hamid Khoshkhoo

A Coronavirus Herd Immunity Optimizer For Intrusion Detection System

Amir Soltany Mahboob - Hadi Shahriar Shahhoseini - Mohammad Reza Ostadi Moghaddam - Shima Yousefi

HyperSpectral Image Classification using a 3D Convolutional Mixer Block

Sara Dianat - Mehran Yazdi

Source Seeking Via Circular Formation of n-Nonholonomic Agents in a 2-D Environment

Milad Ghane - Mohsen Mojiri - Mohammad Ali Ghadiri-Modarres - Elaheh Zadhoosh

ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 40.4.2