Issue 11/2021
Special Issue: Deep Learning for 5G IoT Systems
Content (20 Articles)
Editorial: deep learning for 5G IoT systems
Xiaochun Cheng, Chengqi Zhang, Yi Qian, Moayad Aloqaily, Yang Xiao
Top view multiple people tracking by detection using deep SORT and YOLOv3 with transfer learning: within 5G infrastructure
Imran Ahmed, Misbah Ahmad, Awais Ahmad, Gwanggil Jeon
Improved VGG model-based efficient traffic sign recognition for safe driving in 5G scenarios
Zhongqin Bi, Ling Yu, Honghao Gao, Ping Zhou, Hongyang Yao
Sentence pair modeling based on semantic feature map for human interaction with IoT devices
Rui Yu, Wenpeng Lu, Huimin Lu, Shoujin Wang, Fangfang Li, Xu Zhang, Jiguo Yu
Routing protocol for low power and lossy network–load balancing time-based
Muneer Bani Yassien, Shadi A. Aljawarneh, Mohammad Eyadat, Eman Eaydat
Clone detection in 5G-enabled social IoT system using graph semantics and deep learning model
Farhan Ullah, Muhammad Rashid Naeem, Leonardo Mostarda, Syed Aziz Shah
A multiple-kernel clustering based intrusion detection scheme for 5G and IoT networks
Ning Hu, Zhihong Tian, Hui Lu, Xiaojiang Du, Mohsen Guizani
Recurrent autonomous autoencoder for intelligent DDoS attack mitigation within the ISP domain
Ili Ko, Desmond Chambers, Enda Barrett
An Intelligent prediction model for UCG state based on dual-source LSTM
Yuteng Xiao, Hongsheng Yin, Tianhong Duan, Honggang Qi, Yudong Zhang, Alireza Jolfaei, Kaijian Xia
Ensemble machine learning approach for classification of IoT devices in smart home
Ivan Cvitić, Dragan Peraković, Marko Periša, Brij Gupta
Localizing pedestrians in indoor environments using magnetic field data with term frequency paradigm and deep neural networks
Imran Ashraf, Yousaf Bin Zikria, Soojung Hur, Ali Kashif Bashir, Thamer Alhussain, Yongwan Park
A reinforcement learning optimization for future smart cities using software defined networking
Kulandaivel Rajkumar, Manikandan Ramachandran, Fadi Al-Turjman, Rizwan Patan
IoT enabled depthwise separable convolution neural network with deep support vector machine for COVID-19 diagnosis and classification
Dac-Nhuong Le, Velmurugan Subbiah Parvathy, Deepak Gupta, Ashish Khanna, Joel J. P. C. Rodrigues, K. Shankar
Optimal Deep Learning based Convolution Neural Network for digital forensics Face Sketch Synthesis in internet of things (IoT)
Mohamed Elhoseny, Mahmoud Mohamed Selim, K. Shankar
Energy and spectrum aware unequal clustering with deep learning based primary user classification in cognitive radio sensor networks
Thompson Stephan, Fadi Al-Turjman, Suresh Joseph K, Balamurugan Balusamy
Generating transferable adversarial examples based on perceptually-aligned perturbation
Hongqiao Chen, Keda Lu, Xianmin Wang, Jin Li
Reduced PAPR Model Predictive Control based FBMC/OQAM signal for NB-IoT paradigm
Pavika Sharma, Achyut Shankar, Xiaochun Cheng
Adversarial examples: attacks and defenses in the physical world
Huali Ren, Teng Huang, Hongyang Yan
DDoS detection in 5G-enabled IoT networks using deep Kalman backpropagation neural network
Muder Almiani, Alia AbuGhazleh, Yaser Jararweh, Abdul Razaque
Deep transfer learning-based network traffic classification for scarce dataset in 5G IoT systems
Jianfeng Guan, Junxian Cai, Haozhe Bai, Ilsun You