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Author

Halah Hassen Aldumaini

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Conference Aug 2026

SMART-Rain: iTransformer for Climate-Aware Multivariate Rainfall Forecasting

Accurate rainfall forecasting is essential for climate monitoring, disaster preparedness, and agricultural planning, particularly in data-scarce regions such as Yemen where rainfall variability significantly affects environmental and socioeconomic stability. This paper proposes the SMART-Rain framework for multivariate...

Saeed Ahmed, Rohit Sahu, Halah Hassen Aldumaini et al. · 0 citations
Conference Aug 2026

Res-LDAMP: Residual Deep Unfolding for Robust Beamspace Channel Estimation

Millimeter-wave (mmWave) massive multiple-input multiple-output (MIMO) enable high data rates but rely on accurate channel state information (CSI) for efficient beamforming and data transmission. Approximate message passing (AMP) and learned variants (LAMP/LDAMP) suffer from performance degradation under high sparsity...

Farhan M. A. Nashwan, Halah Hassen Aldumaini, Khaled A. Al Soufy et al. · 0 citations
Conference Aug 2026

Velocity-Aware Adaptive Handover Control for Mobility Management in 5G Ultra-Dense Networks

The deployment of Ultra-Dense Networks (UDNs) in 5G systems is to meet the growing demand for high data rates and massive connectivity. However, the dense deployment of small cells increases handover frequency, leading to challenges such as handover failures (HOF), unnecessary handovers, and the ping-pong effect, leadi...

Halah Hassen Aldumaini, Hanadi Esmeail Yahya, Oloof Ameen Mohmmed et al. · 0 citations

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