لطفا منتظر بمانید ...
0% Complete
صفحه اصلی
/
سی امین کنفرانس بین المللی مهندسی برق
Improved Homptopy Technique for MIMO signal Detection
نویسندگان :
Elaheh Ghaderi
1
Masoumeh Azghani
2
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
کنترل تشنج در مدل صرع ساز با استفاده از کنترل کننده سطح دینامیکی
مهدی کمالی دولت آبادی - مرضیه کمالی - فرزانه شایق
An Enhanced High Step-Up Z-Source DC-DC Converter Employing Dual Coupled-Inductor Pairs
Masoud Motamedi-Sedeh - Seyed Amir Mohammad Lahaghi - Amirhossein Derakhshan - Behrooz Zaker - Ebrahim Farjah
DepthFusionSAM: Training-Free Colonoscopy Polyp Segmentation via Retrieval-Guided Prompting
Ali Tamizifar - Shakiba Berenjkoub - Nader Karimi - Shadrokh Samavi
Innovative MOEMS Biosensor for Hepatitis DNA Detection Utilizing an Optical Ring Resonator
Hossein Bahramian - Arash Yazdanpanah Goharrizi
Active Disturbance Rejection Control of Uncertain Systems Based on Neural Network: An Approach for Achieving Implementable Control Signal
Ali Naseh - Arman Marzban - Mohammad Hossein Bayati - Mahsan Tavakoli-Kakhki
On-The-Fly Frequency-Oriented Calibration for Real-time, Power Efficient, and Dynamic Control of Smart Lighting Systems
Mostafa Amiri - Nasser Masoumi - Atefesadat Seyedolhosseini
Simulation of planar organic-inorganic perovskite light-emitting diode
Morteza Yarahmadi - Elnaz Yazdani - Mohammad Kazem Moravvej-Farshi
شناسایی گرههای مهم سیستم قدرت با استفاده از ابزار شبکههای پیچیده و مرکزیتهای مبتنی بر تشخیص جامعه
سپهر مردانی - علی کریمی - مهران معماری
Strategic Offering of a Virtual Power Plant in Energy Markets Under Contingency Conditions: A Hybrid Stochastic Robust Optimization Approach
Elahe Ghanaee - Morteza Rahimiyan
Hybrid Control of CLLC Resonant Converters Based on Reduced-Order DPWA Models and LMI Analysis
Amirreza Marandi - Farzad Tahami
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 44.7.2
