Author

S. Taşkın

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Conference Sep 2026

A Comparative Data-Driven Study for State-of-Charge Estimation of Lithium-Ion Batteries Under Variable Operating Conditions

The widespread use of lithium-ion batteries in the electric vehicle sector has accelerated the development of data-driven state-of-charge estimation algorithms. This study investigates the state of charge estimation performance of unidirectional deep-learning architectures, namely Long Short-Term Memory and Gated Recur...

Işıl Kabasakaloğlu, S. Taşkın, O. Demirci · 2026 International Conferenc... · 0 citations

Preprint Sep 2026

HAPS-RIS or HAPS-Relay: Which Outperforms Under Impairments with NOMA in 6G NTN?

This paper investigates the performance of high-altitude platform station (HAPS)-assisted communication systems employing either reconfigurable intelligent surfaces (RIS) or relay stations (RS) under non-orthogonal multiple access (NOMA) scheme. Practical system impairments, including hardware impairments (HWI) and imp...

Bilal Karaman, Faicel Khennoufa, Ilhan Basturk et al. · 0 citations