Automatic modulation classification using different neural network and PCA combinations
AK Ali, E Erçelebi - Expert Systems with Applications, 2021 - Elsevier
This paper highlights one of the most promising research directions for automatic
modulation recognition algorithms, although it does not provide a final solution. We study the …
modulation recognition algorithms, although it does not provide a final solution. We study the …
Modulation format identification using supervised learning and high-dimensional features
AK Ali, E Erçelebi - Arabian Journal for Science and Engineering, 2023 - Springer
The popular directions for automatic modulation classification algorithms investigate how to
develop feature extraction methods for further signal classification. In this paper, we propose …
develop feature extraction methods for further signal classification. In this paper, we propose …
Hierarchical classification method for radio frequency interference recognition and characterization in satcom
S Ujan, N Navidi, RJ Landry - Applied Sciences, 2020 - mdpi.com
The Quality of Service (QoS) and security of Satellite Communication (Satcom) are crucial as
Satcom plays a significant role in a wide range of applications, such as direct broadcast …
Satcom plays a significant role in a wide range of applications, such as direct broadcast …
An Automatic Modulation Classification Method for Multi-signal Scenario Based on ULA
Y Yangqiang, Z Jianjin, Y Lifen - 2021 IEEE 21st International …, 2021 - ieeexplore.ieee.org
Traditional digital modulation recognition methods exist following defects including
performance deterioration at low SNR and lack of recognition capability when facing multi …
performance deterioration at low SNR and lack of recognition capability when facing multi …
Automatic modulation recognition for DVB-S2 using pairwise support vector machines
M Farhang, A Ghaleh… - International Journal of …, 2018 - inderscienceonline.com
In this paper, a support vector machine (SVM) pairwise coupling algorithm is developed for
classification of satellite communications signals used in second generation of digital video …
classification of satellite communications signals used in second generation of digital video …
雨衰环境下ACM 过程的动态调制识别
王闯， 张更新， 谢智东， 胡婧 - 电信科学, 2015 - infocomm-journal.com
卫星通信中信号调制方式的识别在非合作通信中有着重要的意义. 针对ACM
过程在降雨环境下的调制识别问题, 对降雨环境进行建模, 进行了雨衰环境下调制方式的盲识别 …
过程在降雨环境下的调制识别问题, 对降雨环境进行建模, 进行了雨衰环境下调制方式的盲识别 …
Automatic modulation classification using an 8PSK demodulator for variants of QPSK
M Farhang, H Bahramgiri… - 6th International …, 2012 - ieeexplore.ieee.org
In this paper a feature-based modulation classification algorithm is developed for
discriminating PSK signals. The candidate modulation types are assumed to be QPSK …
discriminating PSK signals. The candidate modulation types are assumed to be QPSK …
[PDF][PDF] Design and Implementation of a Dynamic Partial Reconfigurable Demodulation System for Satellite Receivers
MEMMG Keshk - 2018 - kyutech.repo.nii.ac.jp
The collaboration among countries in space field promotes the financial efficiency and
political sustainability. The space faring nations have most of the responsibility to enhance …
political sustainability. The space faring nations have most of the responsibility to enhance …
تشخیص نوع مدولاسیون در استاندارد DVB-S2 با استفاده از ماشین‌های بردار پشتیبان، دو به دو
محسن فرهنگ, قلعه, دهقانی - پدافند الکترونیکی و سایبری, 2013 - ecdj.ihu.ac.ir
در فرآیند شنود سیگنال های مخابراتی دشمن، شناسایی نوع مدولاسیون سیگنال دریافتی از اهمیت
بالایی برخوردار است. با توجه به رشد روزافزون کاربردهای ماهواره در مخابرات نظامی، در این مقاله …
بالایی برخوردار است. با توجه به رشد روزافزون کاربردهای ماهواره در مخابرات نظامی، در این مقاله …