Search Results for author: Anil Kirmaz

Found 2 papers, 0 papers with code

Time-based vs. Fingerprinting-based Positioning Using Artificial Neural Networks

no code implementations4 Dec 2023 Anil Kirmaz, Taylan Sahin, Diomidis S. Michalopoulos, Wolfgang Gerstacker

When comparing time-based and fingerprinting schemes using ANNs, we show that the favorable method in terms of positioning accuracy is different for different environments, where the accuracy is affected not only by the radio propagation conditions but also the density and distribution of reference user locations used for fingerprinting.

Time of Arrival Error Estimation for Positioning Using Convolutional Neural Networks

no code implementations11 Jan 2023 Anil Kirmaz, Taylan Şahin, Diomidis S. Michalopoulos, Muhammad Ikram Ashraf, Wolfgang Gerstacker

Wireless high-accuracy positioning has recently attracted growing research interest due to diversified nature of applications such as industrial asset tracking, autonomous driving, process automation, and many more.

Autonomous Driving

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