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Machine learning-optimized compact dual-band medical syringe-inspired wearable antenna for efficient WBAN applications

Abstract This study introduces a compact, machine learning (ML)-enhanced dual-band antenna designed specifically for wearable applications within Wireless Body Area Networks (WBANs). Wearable antennas in WBAN applications face challenges such as human body-induced electromagnetic interference, limit...

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I tiakina i:
Ngā kaituhi matua: Muhammad S. Yahya, Umar Musa, Mohammad S. Zidan, Socheatra Soeung, Lila Iznita Izhar, Z. Zakaria, Ahmed J. A. AL-Gburi
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Nature Portfolio 2025-12-01
Rangatū:Scientific Reports
Ngā marau:
Machine learning
Wearable antenna
Wireless body area network (WBAN)
Dual-band
Regression algorithm
Specific absorption rate (SAR)
Urunga tuihono:https://doi.org/10.1038/s41598-025-27227-y
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