Analysis of the pattern recognition algorithm of broadband satellite modulation signal under deformable convolutional neural networks.

Analysis of the pattern recognition algorithm of broadband satellite modulation signal under deformable convolutional neural networks.

This research aims to analyze the effects of different parameter estimation on the recognition performance of satellite modulation signals based on deep learning (DL) under low signal to noise ratio (SNR) or channel non-ideal conditions. In this study, first, the common characteristics of broadband...

Full description

Bibliographic Details
Main Authors:	Hui Li, Ming Li
Format:	Article
Language:	English
Published:	Public Library of Science (PLoS) 2020-01-01
Series:	PLoS ONE
Online Access:	https://doi.org/10.1371/journal.pone.0234068

Similar Items

A Recognition Algorithm for Modulation Schemes by Convolution Neural Network and Spectrum Texture
Published: (2019-08-01)

Radar Signal Intra-Pulse Modulation Recognition Based on Convolutional Neural Network
by: Zhiyu Qu, et al.
Published: (2018-01-01)

Two-Level Genetic Algorithm for Evolving Convolutional Neural Networks for Pattern Recognition
by: Daniel A. Montecino, et al.
Published: (2021-01-01)

Automatic Recognition of Communication Signal Modulation Based on the Multiple-Parallel Complex Convolutional Neural Network
by: Zhen Huang, et al.
Published: (2021-01-01)

Radar Signal Intra-Pulse Modulation Recognition Based on Convolutional Denoising Autoencoder and Deep Convolutional Neural Network
by: Zhiyu Qu, et al.
Published: (2019-01-01)

A Novel Digital Modulation Recognition Algorithm Based on Deep Convolutional Neural Network
by: Kaiyuan Jiang, et al.
Published: (2020-02-01)

Modulation scheme recognition using convolutional neural network
by: Qianwen Zhang, et al.
Published: (2019-10-01)

Algorithm of Strawberry Disease Recognition Based on Deep Convolutional Neural Network
by: Li Ma, et al.
Published: (2021-01-01)

An Effective Lunar Crater Recognition Algorithm Based on Convolutional Neural Network
by: Song Wang, et al.
Published: (2020-08-01)

Pattern recognition and bionic manipulator driving by surface electromyography signals using convolutional neural network
by: Yuanfang Wan, et al.
Published: (2018-10-01)

Spatiotemporal Convolutional Neural Network with Convolutional Block Attention Module for Micro-Expression Recognition
by: Boyu Chen, et al.
Published: (2020-07-01)

Recognition of Rock Micro-Fracture Signal Based on Deep Convolution Neural Network Inception Algorithm
by: Guili Peng, et al.
Published: (2021-01-01)

Research on Intelligent Recognition Algorithm of Pneumonia Based on Deep Convolution and Attention Neural Network
by: Qiongqin Jiang, et al.
Published: (2021-01-01)

Partial Discharge Patterns Recognition with Deep Convolutional Neural Networks
by: ChristianaHuang, et al.
Published: (2019)

An efficient and effective convolutional neural network for visual pattern recognition
by: Liew, Shan Sung
Published: (2016)

Image Classification Using Biomimetic Pattern Recognition with Convolutional Neural Networks Features
by: Liangji Zhou, et al.
Published: (2017-01-01)

Convolutional Neural Network for Satellite Imagery
by: Vladimir Khryashchev, et al.
Published: (2018-05-01)

An expression recognition algorithm based on convolution neural network and RGB-D Images
by: binghua HE, et al.
Published: (2018-01-01)

Dynamic Gesture Recognition Algorithm Based on 3D Convolutional Neural Network
by: Yuting Liu, et al.
Published: (2021-01-01)

Research on Inception Module Incorporated Siamese Convolutional Neural Networks to Realize Face Recognition
by: Xian-Feng Xu, et al.
Published: (2020-01-01)

Radar Signal Intra-Pulse Modulation Recognition Based on Convolutional Neural Network and Deep Q-Learning Network
by: Zhiyu Qu, et al.
Published: (2020-01-01)

Traffic sign recognition algorithm based on improved convolution neural network
by: ZHU Yongjia, et al.
Published: (2018-10-01)

Facial expression recognition algorithm based on deep convolution neural network
by: Leonid Ivanovsky, et al.
Published: (2017-11-01)

Analysis on transformer vibration signal recognition based on convolutional neural network
by: Yonghua Cai, et al.
Published: (2021-02-01)

Multiple Musical Instrument Signal Recognition Based on Convolutional Neural Network
by: Lei, L.
Published: (2022)

Signal Modulation Classification in HF Band Using Convolutional Neural Networks and Attention Mechanism
by: LI, JIA-FANG, et al.
Published: (2019)

Woven Fabric Pattern Recognition and Classification Based on Deep Convolutional Neural Networks
by: Muhammad Ather Iqbal Hussain, et al.
Published: (2020-06-01)

MODIFIED LOCAL TERNARY PATTERN WITH CONVOLUTIONAL NEURAL NETWORK FOR FACE EXPRESSION RECOGNITION
by: Syavira Tiara Zulkarnain, et al.
Published: (2021-01-01)

Leukocyte recognition with convolutional neural network
by: Liqun Lin, et al.
Published: (2018-11-01)

Sign Language Recognition Based on Convolutional Neural Networks
by: Jhe-WeiLi, et al.
Published: (2016)

Face Recognition Based on Lightweight Convolutional Neural Networks
by: Wenting Liu, et al.
Published: (2021-04-01)

Artificial Intelligence Image Recognition Method Based on Convolutional Neural Network Algorithm
by: Youhui Tian
Published: (2020-01-01)

Convolutional Neural Network-Based Human Movement Recognition Algorithm in Sports Analysis
by: Jiatian Liu
Published: (2021-06-01)

Motor Imagery EEG Signal Recognition Using Deep Convolution Neural Network
by: Xiongliang Xiao, et al.
Published: (2021-03-01)

VHF radio signal modulation classification based on convolution neural networks
by: Wu Hao, et al.
Published: (2018-01-01)

Radar Emitter Signal Recognition Based on One-Dimensional Convolutional Neural Network with Attention Mechanism
by: Bin Wu, et al.
Published: (2020-11-01)

Convolutional Neural Networks for Automatic Cognitive Radio Waveform Recognition
by: Ming Zhang, et al.
Published: (2017-01-01)

A Restoration Algorithm for Damaged Satellite Images Based on Convolutional Neural Network and Linear Regression
by: Zhen-JieHuang, et al.
Published: (2018)

Partial Discharge Pattern Recognition of Transformers Based on MobileNets Convolutional Neural Network
by: Yuanyuan Sun, et al.
Published: (2021-07-01)

Artificial Auditory Perception Pattern Recognition System Based on Spatiotemporal Convolutional Neural Network
by: Xia Fang, et al.
Published: (2019-12-01)