Browsing by Author "Gunturk, Bahadir K."
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Analysis of deep learning based path loss prediction from satellite images
Alam, Muhammad Z.; Ates, Hasan F.; Baykas, Tuncer; Gunturk, Bahadir K. (IEEE, 2021)Determining the channel model parameters of a wireless communication system, either by measurements or by running electromagnetic propagation simulations, is a time-consuming process. Any rapid deployment of network demands ... -
Regression of Large-Scale Path Loss Parameters Using Deep Neural Networks
Bal, Mustafa; Marey, Ahmed; Ates, Hasan F.; Baykas, Tuncer; Gunturk, Bahadir K. (IEEE-Inst Electrical Electronics Engineers Inc, 2022)Path loss exponent and shadowing factor are among important wireless channel parameters. These parameters can be estimated using field measurements or ray-tracing simulations, which are costly and time-consuming. In this ...