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Outputs (3)

LiqState: Liquid Identification and State Monitoring Using mmWave IoT Sensing (2025)
Journal Article
Niaz, F., Zhang, J., Khalid, M., Younas, M., & Majid, A. (online). LiqState: Liquid Identification and State Monitoring Using mmWave IoT Sensing. IEEE internet of things journal, https://doi.org/10.1109/JIOT.2025.3549374

Traditional RF-based liquid identification methods generally rely on a single characteristic such as refractive index or permittivity and often assume prior container knowledge, limiting their versatility. These approaches also face challenges in sce... Read More about LiqState: Liquid Identification and State Monitoring Using mmWave IoT Sensing.

An Adaptive Flooding Detection Framework with Blockchain Mitigation for Satellite Communications † (2025)
Journal Article
Arshad, M., Liu, |., Khalid, |. M., Liu, Y., Wang, P., & Arshad, M. (online). An Adaptive Flooding Detection Framework with Blockchain Mitigation for Satellite Communications †. International Journal of Satellite Communications and Networking, https://doi.org/10.1002/sat.1560

Satellite communication has gained significant attention in the context of sixth-generation (6G) internet technology. Due to their high altitudes, dynamic link switching, and limited resources, satellite nodes are prone to higher bit error rates and... Read More about An Adaptive Flooding Detection Framework with Blockchain Mitigation for Satellite Communications †.

Combined Oriented Data Augmentation Method for Brain MRI Images (2025)
Journal Article
Farhan, A. S., Khalid, M., & Manzoor, U. (2025). Combined Oriented Data Augmentation Method for Brain MRI Images. IEEE Access, 13, 9981-9994. https://doi.org/10.1109/ACCESS.2025.3526684

In recent years, deep learning’s use in medical imaging has grown exponentially. However, one of the biggest problems with training deep learning models is the unavailability of large amounts of data, which leads to overfitting. Collecting large quan... Read More about Combined Oriented Data Augmentation Method for Brain MRI Images.