GENERATIVE AI-DRIVEN REINFORCEMENT LEARNING FOR BEAMFORMING AND SCHEDULING IN MULTI-CELL MIMO-NOMA SYSTEMS ArticleAdam Abuzar Babikir Mohammad, Diallo Elhadj Moustapha, Muthanna Mohammed Saleh Ali, Alkanhel Reem Ibrahim, Muthanna Ammar, Hammoudeh Mohammad Ali A.Physical Communication. Том 72. 2025.
A FRAMEWORK INTEGRATING FEDERATED LEARNING AND FOG COMPUTING BASED ON CLIENT SAMPLING AND DYNAMIC THRESHOLDING TECHNIQUES ArticleVan Thang Dang, Volkov Artem A., Muthanna Ammar, Elgendy Ibrahim A., Alkanhel Reem Ibrahim, Jayakody Dushantha Nalin K., Koucheryavy Andrey E.IEEE Access. Том 13. 2025. С. 95019-95033
TRACER: TRANSFER KNOWLEDGE-BASED COLLABORATIVE VEHICLE TRAJECTORY PREDICTION FOR HIGHWAY TRAFFIC TOWARD CROSS-REGION ADAPTIVITY ArticleQian Hui, Shi Xin, Hawbani Ammar, Bi Yuanguo, Liu Zhi, Muthanna Ammar, Zhao LiangIEEE Transactions on Intelligent Transportation Systems. Том 26. 2025. С. 10747-10763
DUAL WAVELENGTH SIGNAL GENERATION WITH FOUR WAVE MIXING BASED ON DIRECTLY MODULATED LASER ArticleMajeed M.H., Ahmed Riyadh Khlf, Al-Nassar Suha I., Mahmood Omar Abdulkareem, Muthanna Mohammed Saleh Ali, Muthanna AmmarOptical Fiber Technology. Том 88. 2024.
MGFEEN: A MULTI-GRANULARITY FEATURE ENCODING ENSEMBLE NETWORK FOR REMOTE SENSING IMAGE CLASSIFICATION ArticleJean Bosco Musabe, Jean Pierre Rutarindwa, Muthanna M.S., Jean Pierre Kwizera, Muthanna Ammar, Abd El-Latif A.A.Neural Computing & Applications. Том 36. 2024. С. 6547-6558
EAMULTIRES-DSPP: AN EFFICIENT ATTENTION-BASED MULTI-RESIDUAL NETWORK WITH DILATED SPATIAL PYRAMID POOLING FOR IDENTIFYING PLANT DISEASE ArticleAl-Gaashani Mehdhar S.A.M., Muthanna Ammar, Chelloug Samia Allaoua, Kumar Neerai SathishNeural Computing & Applications. Том 36. 2024. С. 16141-16161
DIGITAL TWIN-DRIVEN ARCHITECTURE FOR AIOT-BASED ENERGY SERVICE PROVISION AND OPTIMAL ENERGY TRADING BETWEEN SMART NANOGRIDS ArticleJamil Harun, Jian Yang, Jamil Faisal, Hijjawi Mohammad, Muthanna AmmarEnergy and Buildings. Том 319. 2024. 114463 с.
OPTIMIZED DATA TRANSMISSION AND SIGNAL PROCESSING FOR TELEPRESENCE SUITS IN MULTIVERSE INTERACTIONS ArticleVolkov Artem A., Muthanna Ammar, Paramonov Alexander I., Koucheryavy Andrey E., Elgendy Ibrahim A.Journal of Sensor and Actuator Networks. Том 13. 2024.
ENABLING M2M COMMUNICATION THROUGH MEC AND SDN ArticleMuthanna Ammar, Khakimov Abdukodir, Ateya A.A., Paramonov Alexander, Koucheryavy AndreyCommunications in Computer and Information Science. Том 919. 2018. С. 95-105
IOT-FOG BASED SYSTEM STRUCTURE WITH SDN ENABLED ArticleKhakimov Abdukodir, Ateya A.A., Muthanna Ammar, Gudkova Irina, Markova Ekaterina, Koucheryavy AndreyThe 2nd International Conference on Future Networks & Distributed Systems (ICFNDS). 2018.
SDN MULTI-CONTROLLER NETWORKS WITH LOAD BALANCED ArticleMuthanna Ammar, Ateya A.A., Makolkina Maria, Vybornova Anastasia, Markova Ekaterina, Gogol Alexander, Koucheryavy AndreyThe 2nd International Conference on Future Networks & Distributed Systems (ICFNDS). 2018.
D2D ENABLED COMMUNICATION SYSTEM STRUCTURE BASED ON SOFTWARE DEFINED NETWORKING FOR 5G NETWORK ArticleMuthanna Ammar, Ateya A.A., Balushi M.A., Kirichek RuslanInternational Symposium on Consumer Technologies (ISCT). 2018. С. 41-44
DEVELOPMENT OF INTELLIGENT CORE NETWORK FOR TACTILE INTERNET AND FUTURE SMART SYSTEMS ArticleAteya Abdelhamied, Muthanna Ammar, Gudkova Irina, Abuarqoub Abdelrahman, Vybornova Anastasia, Koucheryavy AndreyJournal of Sensor and Actuator Networks. Том 7. 2018. 1 с.
KEY SOLUTIONS FOR LIGHT LIMITATIONS ArticleAteya A.A., Vybornova Anastasia, Muthanna Ammar, Markova Ekaterina, Gudkova Irina, Gogol Alexander, Koucheryavy AndreyThe 2nd International Conference on Future Networks & Distributed Systems (ICFNDS). 2018.
A NOVEL SLICE-ORIENTED NETWORK MODEL ArticleMuhizi Samuel, Ateya A.A., Muthanna Ammar, Kirichek Ruslan, Koucheryavy AndreyCommunications in Computer and Information Science. Том 919. 2018. С. 421-431