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Author

S. W. Nourildean

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Oct 2026

Performance evaluation of ANN-based dispersion compensation in optical communication systems

Abstract The increasing demand for high-capacity optical communication systems has highlighted the need for intelligent signal processing techniques capable of mitigating dispersion-induced impairments while maintaining low computational complexity. Conventional adaptive equalizers, such as the Least Mean Square (LMS)...

Zahraa F. Mezaal, S. W. Nourildean, Noor J. Jihad · 0 citations
Conference Jul 2026

IoT Network Cyberattack Detection Performance Using Ensemble Machine Learning Based Intrusion Detection System

Heterogeneous architecture, large-scale data generation and susceptibility to variety of cyber attacks are some of the major factors that contribute towards security challenge with rapid expansion of Internet of Things (IoT) networks. Classic intrusion detection systems (IDS) face challenges to maintain high detection...

S. W. Nourildean, Nihaya Mohammed Abd Ali, Nahida Naji Kadhim · 0 citations

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