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353 results on '"Muthanna, Ammar"'

2. Real-Time and Security-Aware Precoding in RIS-Empowered Multi-User Wireless Networks

Author

Adam, Abuzar B. M., Ouamri, Mohamed Amine, Muthanna, Mohammed Saleh Ali, Li, Xingwang, Elhassan, Mohammed A. M., and Muthanna, Ammar

Subjects
Computer Science - Information Theory, Electrical Engineering and Systems Science - Signal Processing
Abstract

In this letter, we propose a deep-unfolding-based framework (DUNet) to maximize the secrecy rate in reconfigurable intelligent surface (RIS) empowered multi-user wireless networks. To tailor DUNet, first we relax the problem, decouple it into beamforming and phase shift subproblems, and propose an alternative optimization (AO) based solution for the relaxed problem. Second, we apply Karush-Kuhn-Tucker (KKT) conditions to obtain a closed-form solutions for the beamforming and the phase shift. Using deep-unfolding mechanism, we transform the closed-form solutions into a deep learning model (i.e., DUNet) that achieves a comparable performance to that of AO in terms of accuracy and about 25.6 times faster.

Published
2023

4. Performance Analysis of GIoU Loss Function for Object Tracking

Author

Verma, Sourabh, Verma, Om Prakash, Gupta, Himanshu, Sharma, Tarun Kumar, Muthanna, Ammar, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Kumar, Rajesh, editor, Verma, Ajit Kumar, editor, Verma, Om Prakash, editor, and Wadehra, Tanu, editor

Published
2024
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5. Revolutionizing H2M Interaction: Telepresence System Enabling Sign Language Expansion for Individuals with Disabilities

Author

Kuznetsov, Konstantin, Muthanna, Ammar, Ateya, Abdelhamied A., Koucheryavy, Andrey, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Vishnevskiy, Vladimir M., editor, Samouylov, Konstantin E., editor, and Kozyrev, Dmitry V., editor

Published
2024
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9. Enhancing Transformer Tracking Using NF-ResNet and ResNeXT Backbones

Author

Verma, Sourabh, Singla, Rajesh, Verma, Om Prakash, Sharma, Richa, Gupta, Himanshu, Sharma, Tarun, Muthanna, Ammar, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Verma, Om Prakash, editor, Wang, Lipo, editor, Kumar, Rajesh, editor, and Yadav, Anupam, editor

Published
2024
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10. Intelligent 3D Network Protocol for Multimedia Data Classification using Deep Learning

Author

Syed, Arslan, Aldhahri, Eman A., Iqbal, Muhammad Munawar, Ali, Abid, Muthanna, Ammar, Jamil, Harun, and Jamil, Faisal

Subjects
Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, I.2.11, H.4, C.2.2
Abstract

In videos, the human's actions are of three-dimensional (3D) signals. These videos investigate the spatiotemporal knowledge of human behavior. The promising ability is investigated using 3D convolution neural networks (CNNs). The 3D CNNs have not yet achieved high output for their well-established two-dimensional (2D) equivalents in still photographs. Board 3D Convolutional Memory and Spatiotemporal fusion face training difficulty preventing 3D CNN from accomplishing remarkable evaluation. In this paper, we implement Hybrid Deep Learning Architecture that combines STIP and 3D CNN features to enhance the performance of 3D videos effectively. After implementation, the more detailed and deeper charting for training in each circle of space-time fusion. The training model further enhances the results after handling complicated evaluations of models. The video classification model is used in this implemented model. Intelligent 3D Network Protocol for Multimedia Data Classification using Deep Learning is introduced to further understand spacetime association in human endeavors. In the implementation of the result, the well-known dataset, i.e., UCF101 to, evaluates the performance of the proposed hybrid technique. The results beat the proposed hybrid technique that substantially beats the initial 3D CNNs. The results are compared with state-of-the-art frameworks from literature for action recognition on UCF101 with an accuracy of 95%., Comment: 21 pages, 10 figures

Published
2022

19. New Filtering Method to Reduce PAPR and OOBE of UFMC in 5G Communication System

Author

Hammadi, Yousif I., Ahmed, Riyadh Khlf, Mahmood, Omar Abdulkareem, Muthanna, Ammar, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Vishnevskiy, Vladimir M., editor, Samouylov, Konstantin E., editor, and Kozyrev, Dmitry V., editor

Published
2022
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25. Traffic Management Algorithm for V2X-Based Flying Fog System

Author

AlSweity, Malik, Muthanna, Ammar, Elgendy, Ibrahim A., Koucheryavy, Andrey, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Vishnevskiy, Vladimir M., editor, Samouylov, Konstantin E., editor, and Kozyrev, Dmitry V., editor

Published
2021
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27. Deep Learning for IoT Traffic Prediction Based on Edge Computing

Author

Abdellah, Ali R., Artem, Volkov, Muthanna, Ammar, Gallyamov, Denis, Koucheryavy, Andrey, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Vishnevskiy, Vladimir M., editor, Samouylov, Konstantin E., editor, and Kozyrev, Dmitry V., editor

Published
2020
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28. IoT Traffic Prediction with Neural Networks Learning Based on SDN Infrastructure

Author

Volkov, Artem, Abdellah, Ali R., Muthanna, Ammar, Makolkina, Maria, Paramonov, Alexander, Koucheryavy, Andrey, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Vishnevskiy, Vladimir M., editor, Samouylov, Konstantin E., editor, and Kozyrev, Dmitry V., editor

Published
2020
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29. Agriculture Management Based on LoRa Edge Computing System

Author

Sharofidinov, Fatkhullokhodzha, Muthanna, Mohammed Saleh Ali, Pham, Van Dai, Khakimov, Abdukodir, Muthanna, Ammar, Samouylov, Konstantin, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Vishnevskiy, Vladimir M., editor, Samouylov, Konstantin E., editor, and Kozyrev, Dmitry V., editor

Published
2020
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30. Dynamic Algorithm for Building Future Networks Based on Intelligent Core Network

Author

Khakimov, Abdukodir, Muthanna, Ammar, Elgendy, Ibrahim A., Samouylov, Konstantin, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Vishnevskiy, Vladimir M., editor, Samouylov, Konstantin E., editor, and Kozyrev, Dmitry V., editor

Published
2020
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31. Detection and Recognition of Moving Biological Objects for Autonomous Vehicles Using Intelligent Edge Computing/LoRaWAN Mesh System

Author

Artem, Volkov, Al-Sveiti, Malik, Elgendy, Ibrahim A., Kovtunenko, Alexey S., Muthanna, Ammar, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Galinina, Olga, editor, Andreev, Sergey, editor, Balandin, Sergey, editor, and Koucheryavy, Yevgeni, editor

Published
2020
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32. Energy-Aware Algorithm for LoRa Technology: Prototype Implementation

Author

Khakimov, Abdukodir, Muthanna, Mohammed Saleh Ali, Mikhail, Polovov, Ibodullokhodzha, Ibodulaev, Muthanna, Ammar, Samouylov, Konstantin, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Galinina, Olga, editor, Andreev, Sergey, editor, Balandin, Sergey, editor, and Koucheryavy, Yevgeni, editor

Published
2020
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34. Blockchain technology integration in service migration to 6G communication networks: a comprehensive review.

Author

Al-Ansi, Ahmed, Al-Ansi, Abdullah M., Muthanna, Ammar, and Koucheryavy, Andrey

Subjects
TELECOMMUNICATION systems, BLOCKCHAINS, EMIGRATION & immigration, ARTIFICIAL intelligence, NEXT generation networks, DIGITAL twins
Abstract

The next generation of wireless networks, 6G is being designed with data-intensive applications. One of the key technologies that will enable 6G is blockchain technology. The emergence of blockchain technology and 6G networks has revolutionized service migration. Service migration in 6G networks is a complex process that requires the integration of new technologies, such as artificial intelligence (AI), edge computing, and network slicing. Motivated by these facts, this comprehensive review includes an overview of blockchain and service migration integration in 6G. First, state of art, development frame work and related works were introduced. Then, we used content analysis by WordStat software and bibliographic analysis by VOSviewer to analysis the current status of service migration and blockchain integration in 6G networks. Next, patterns and characteristics, benefits and challenges and potential cases were reviewed. Then, we proposed an architectural blockchain-based model including decentralized architecture, edge computing, network slicing, softwaredefined networking, and 5G-6G interworking in 6G. Finally, we described potential application service migration-based in 6G networks including digital twin (DT), holograms, robot avatar, high density internet of things (IoT), AR and VR in 6G and collected open research and future directions of service migration and blockchain. [ABSTRACT FROM AUTHOR]

Published
2024
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35. SDN Load Prediction Algorithm Based on Artificial Intelligence

Author

Volkov, Artem, Proshutinskiy, Konstantin, Adam, Abuzar B. M., Ateya, Abdelhamied A., Muthanna, Ammar, Koucheryavy, Andrey, Barbosa, Simone Diniz Junqueira, Editorial Board Member, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Kotenko, Igor, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Vishnevskiy, Vladimir M., editor, Samouylov, Konstantin E., editor, and Kozyrev, Dmitry V., editor

Published
2019
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36. Energy Estimation for VANET Performance Based Robust Neural Networks Learning

Author

Abdellah, Ali R., Muthanna, Ammar, Koucheryavy, Andrey, Barbosa, Simone Diniz Junqueira, Editorial Board Member, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Kotenko, Igor, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Vishnevskiy, Vladimir M., editor, Samouylov, Konstantin E., editor, and Kozyrev, Dmitry V., editor

Published
2019
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37. Effect of Heterogeneous Traffic on Quality of Service in 5G Network

Author

Mahmood, Omar Abdulkareem, Khakimov, Abdukodir, Muthanna, Ammar, Paramonov, Alexander, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Vishnevskiy, Vladimir M., editor, Samouylov, Konstantin E., editor, and Kozyrev, Dmitry V., editor

Published
2019
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38. Mobile Edge Computing for Video Application Migration

Author

Manariyo, Steve, Poluektov, Dmitry, Abdukodir, Khakimov, Muthanna, Ammar, Makolkina, Maria, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Galinina, Olga, editor, Andreev, Sergey, editor, Balandin, Sergey, editor, and Koucheryavy, Yevgeni, editor

Published
2019
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39. Data Delivery Algorithm for Latency Sensitive IoT Application

Author

Abdulkareem Mahmood, Omar, Muthanna, Ammar, Paramonov, Alexander, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Galinina, Olga, editor, Andreev, Sergey, editor, Balandin, Sergey, editor, and Koucheryavy, Yevgeni, editor

Published
2019
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40. Robust Estimation of VANET Performance-Based Robust Neural Networks Learning

Author

Abdellah, Ali R., Muthanna, Ammar, Koucheryavy, Andrey, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Galinina, Olga, editor, Andreev, Sergey, editor, Balandin, Sergey, editor, and Koucheryavy, Yevgeni, editor

Published
2019
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41. Novel AI-Based Scheme for Traffic Detection and Recognition in 5G Based Networks

Author

Artem, Volkov, Ateya, Abdelhamied A., Muthanna, Ammar, Koucheryavy, Andrey, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Galinina, Olga, editor, Andreev, Sergey, editor, Balandin, Sergey, editor, and Koucheryavy, Yevgeni, editor

Published
2019
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42. Toward an Ultra-low Latency and Energy Efficient LoRaWAN

Author

Muthanna, Mohammed Saleh Ali, Wang, Ping, Wei, Min, Ateya, Abdelhamied A., Muthanna, Ammar, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Galinina, Olga, editor, Andreev, Sergey, editor, Balandin, Sergey, editor, and Koucheryavy, Yevgeni, editor

Published
2019
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