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
Robust Model Predictive Control of Cyber-Physical Linear Parameter Varying System subject to deception attacks and bounded disturbances
Sepideh Jahani VakilKandi - Farhad Bayat - Abolfazl Jalilvand
Experimental Study on the Pick-and-Place Operation of a 3-DOF Delta Parallel Robot
Amirreza Nouri - Soheil Davoudi - Sina Vali - Arvin Mohammadi - Ali Ravari - Ehsan Akhavan Saraf - Mehdi Tale Masouleh
تفکیک منبع تخلیه جزئی شدید در کابل های قدرت به کمک روش یادگیری عمیق
سید محسن علی پور - کیان شاهین فر - سید محمد شهرتاش
CT Super-Resolution Using Arbitrary Scale Diffusion Model
Mahsa Nadafi Ghahnavieh - Saeed Masoudnia - Hamid Soltanian-Zadeh
Compare Efficiency of Modeled and Designed Tilt Bi-rotor, Quad-rotor, and Hexa-rotor in Agriculture Application
Arshia Rezaei - Amin Talaeizadeh - Aria Alasti
Coverage Probability Analysis of User Association in NOMA-Based Full-Duplex Systems
Shaghayegh Asadollahi dehkordi - Mohammadali Mohammadi - Zahra Mobini - Sepideh Haghgoy
A Wideband White and Colored Noise Generator as an Environmental Communication Systems Controller
Somayeh Mehraban - Nasser Masoumi
Multi-Agents Gaussian Estimation and Coverage Control Client-Server Architecture
Mohammad َAzizian Shishavan - Mahdi Zeinali - Azam Salari
Forecasting Tehran Stock Exchange Trend with Time Series Analysis, Fundamental Data, and Sentiment Analysis in News
Mahdi Shamisavi - Amir Jahanshahi
شبیه سازی یک حسگر با استفاده از یک میکرو تشدیدگر اویلری
مریم دهقانیان - محسن حاتمی
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 42.5.3