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Mustafa Serkan Kiranyaz
Researcher at Qatar University
Publications - 3
Citations - 355
Mustafa Serkan Kiranyaz is an academic researcher from Qatar University. The author has contributed to research in topics: Structural health monitoring & Feature extraction. The author has an hindex of 3, co-authored 3 publications receiving 190 citations.
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Journal ArticleDOI
1-D CNNs for structural damage detection: Verification on a structural health monitoring benchmark data
Osama Abdeljaber,Onur Avci,Mustafa Serkan Kiranyaz,Boualem Boashash,Boualem Boashash,Henry A. Sodano,Daniel J. Inman +6 more
TL;DR: This paper presents an enhanced CNN-based approach that requires only two measurement sets regardless of the size of the structure and successfully estimated the actual amount of damage for the nine damage scenarios of the benchmark study.
Efficiency Validation of One Dimensional Convolutional Neural Networks for Structural Damage Detection Using A SHM Benchmark Data
Onur Avci,Osama Abdeljaber,Mustafa Serkan Kiranyaz,Boualem Boashash,Henry A. Sodano,Daniel J. Inman +5 more
TL;DR: A novel one dimensional convolution neural network (1D-CNN) based structural damage assessment technique is validated with a benchmark study published by IASC-ASCE Structural Health Monitoring Task Group in 2003 and considerably improves the classification efficiency and accuracy.
Journal ArticleDOI
A Novel UAV-Aided Network Architecture Using Wi-Fi Direct
TL;DR: A UAV-aided Wi-Fi Direct network architecture that dynamically places the UAV in the network to reduce the distance between the GO and client devices to maintain the connectivity of client devices and to improve energy efficiency.