A novel multi-user collaborative cognitive radio spectrum sensing model: Based on a CNN-LSTM model

A novel multi-user collaborative cognitive radio spectrum sensing model: Based on a CNN-LSTM model

Saved in:

Bibliographic Details
Main Authors:	Kai Wang, Yangyang Chen, Dan Bo, Shubin Wang
Format:	Article
Language:	English
Published:	Public Library of Science (PLoS) 2025-01-01
Series:	PLoS ONE
Online Access:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11734992/?tool=EBI
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

The User Requirement Based Competitive Price Model for Spectrum Sharing in Cognitive Radio Networks
by: Fang Ye, et al.
Published: (2013-11-01)

Learning-Based Spectrum Sensing for Cognitive Radio Systems
by: Yasmin Hassan, et al.
Published: (2012-01-01)

Markov Model-Based Energy Efficiency Spectrum Sensing in Cognitive Radio Sensor Networks
by: Yan Jiao, et al.
Published: (2016-01-01)

Distributed Cognitive Radio Spectrum Access with Imperfect Sensing Using CTMC
by: K. Muthumeenakshi, et al.
Published: (2013-05-01)

Compressed Measurements Based Spectrum Sensing for Wideband Cognitive Radio Systems
by: Taha A. Khalaf, et al.
Published: (2015-01-01)

Cognitive Radio Spectrum Sensing-Based QAM Technique Using Blockchain
by: D. Balakumar, et al.
Published: (2023-01-01)

A CNN-LSTM-Based Model to Forecast Stock Prices
by: Wenjie Lu, et al.
Published: (2020-01-01)

COMPARATIVE ANALYSIS OF NON-COOPERATIVE SPECTRUM SENSING TECHNIQUES IN COGNITIVE RADIO NETWORK
by: HAMMED OYEBAMIJI LASISI, et al.
Published: (2024-03-01)

Energy-efficient and intelligent cooperative spectrum sensing algorithm in cognitive radio networks
by: Tangsen Huang, et al.
Published: (2022-09-01)

A Secure Cooperative Spectrum Sensing Scheme in Mobile Cognitive Radio Networks
by: Jun Du, et al.
Published: (2014-06-01)

Goodness-of-Fit Based Secure Cooperative Spectrum Sensing for Cognitive Radio Network
by: Hiep Vu-Van, et al.
Published: (2014-01-01)

Secure Cooperative Spectrum Sensing for the Cognitive Radio Network Using Nonuniform Reliability
by: Muhammad Usman, et al.
Published: (2014-01-01)

A Cognitive Radio Spectrum Sensing Method for an OFDM Signal Based on Deep Learning and Cycle Spectrum
by: Guangliang Pan, et al.
Published: (2020-01-01)

A CNN-LSTM Phase Compensation Method for Unidirectional Two-way Radio Frequency Transmission System
by: Jiahui Cheng, et al.
Published: (2024-01-01)

Breast cancer classification based on hybrid CNN with LSTM model
by: Mourad Kaddes, et al.
Published: (2025-02-01)

Multi-branch LSTM encoded latent features with CNN-LSTM for Youtube popularity prediction
by: Neeti Sangwan, et al.
Published: (2025-01-01)

Spectrum Sensing under Correlated Antenna Array Using Generalized Detector in Cognitive Radio Systems
by: Modar Safir Shbat, et al.
Published: (2013-01-01)

Enhance the Probability of Detection of Cooperative Spectrum Sensing in Cognitive Radio Networks Using Blockchain Technology
by: D. Balakumar, et al.
Published: (2023-01-01)

Enhancing Sentiment Analysis with a CNN-Stacked LSTM Hybrid Model
by: Shao Shuaijie
Published: (2025-01-01)

An Automatic System for Atrial Fibrillation by Using a CNN-LSTM Model
by: Fengying Ma, et al.
Published: (2020-01-01)

Dynamic Spectrum Sensing Under Crash and Byzantine Failure Environments for Distributed Convergence in Cognitive Radio Networks
by: Ali Mustafa, et al.
Published: (2021-01-01)

Multivariate CNN-LSTM Model for Multiple Parallel Financial Time-Series Prediction
by: Harya Widiputra, et al.
Published: (2021-01-01)

Remaining Useful Life Prediction of Rolling Bearings Based on CBAM-CNN-LSTM
by: Bo Sun, et al.
Published: (2025-01-01)

A Cluster-Based Cooperative Spectrum Sensing in Cognitive Radio Network Using Eigenvalue Detection Technique with Superposition Approach
by: Md. Sipon Miah, et al.
Published: (2015-07-01)

Multiple-seller and multiple-buyer spectrum sharing model in cognitive radio-based wireless sensor network
by: Yuxing Mao, et al.
Published: (2017-11-01)

Application of CNN-LSTM Model for Vehicle Acceleration Prediction Using Car-following Behavior Data
by: Shuning Tang, et al.
Published: (2024-01-01)

Classification of User Expressions on Social Media Using LSTM and GRU Models
by: I Gede Putra Mas Yusadara, et al.
Published: (2025-01-01)

Intelligent Cognitive Radio Models for Enhancing Future Radio Astronomy Observations
by: Ayodele Abiola Periola, et al.
Published: (2016-01-01)

A novel ensemble model for fall detection: leveraging CNN and BiLSTM with channel and temporal attention
by: Sarita Sahni, et al.
Published: (2025-04-01)

A hybrid CNN-LSTM model with adaptive instance normalization for one shot singing voice conversion
by: Assila Yousuf, et al.
Published: (2024-06-01)

Optimal sensing performance for cooperative and non-cooperative cognitive radio networks
by: Waqas Khalid, et al.
Published: (2017-11-01)

DC-BiLSTM-CNN Algorithm for Sentiment Analysis of Chinese Product Reviews
by: Yuanfang Dong, et al.
Published: (2025-12-01)

Improved Energy Detector with Weights for Primary User Status Changes in Cognitive Radio Networks
by: Xianzhong Xie, et al.
Published: (2014-03-01)

Defense against Malicious Users in Cooperative Spectrum Sensing Using Genetic Algorithm
by: Noor Gul, et al.
Published: (2018-01-01)

Classification of Stages 1,2,3 and Preplus, Plus disease of ROP using MultiCNN_LSTM classifier
by: Ranjana Agrawal, et al.
Published: (2025-06-01)

Enhancing Stock Price Forecasting Accuracy Using LSTM and Bi-LSTM Models
by: Wang Hao
Published: (2025-01-01)

Energy- and Cognitive-Radio-Aware Routing in Cognitive Radio Sensor Networks
by: Christian H. W. Oey, et al.
Published: (2012-12-01)

Application of Reinforcement Learning in Cognitive Radio Networks: Models and Algorithms
by: Kok-Lim Alvin Yau, et al.
Published: (2014-01-01)

Articulatory-to-Acoustic Conversion Using BiLSTM-CNN Word-Attention-Based Method
by: Guofeng Ren, et al.
Published: (2020-01-01)

Integrated CNN‐LSTM for Photovoltaic Power Prediction based on Spatio‐Temporal Feature Fusion
by: Junwei Ma, et al.
Published: (2025-01-01)