Billur Barshan

Bilkent University — Turkey

Engineering · Physical Sciences

32h-index5.3kcitations147works0.52yr avg
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Research Topics

Robotics and Sensor-Based Localization(31), Context-Aware Activity Recognition Systems(30), Indoor and Outdoor Localization Technologies(29), Target Tracking and Data Fusion in Sensor Networks(24), Underwater Vehicles and Communication Systems(18)

Publications146 total

Bidirectional Transfer Learning Between Activity and User Identity Recognition Tasks via 2D CNN-LSTM Model for Wearables
IEEE Internet of Things Journal·2025Open Access
Attitudes of older Turkish adults toward incorporating radar technologies into geriatric bathroom design
Gerontechnology·2024Open Access
Exploring the Importance and Performance Priorities of Older Adults With a User‐Centred Approach to Create a Fall‐Free Bathroom
International Journal of Older People Nursing·2024· 2 citedOpen Access
Safety Tracking System for Bathroom Shower Environment
2024
A new CNN-LSTM architecture for activity recognition employing wearable motion sensor data: Enabling diverse feature extraction
Engineering Applications of Artificial Intelligence·2023· 81 cited
A Novel Heuristic Fall-Detection Algorithm Based on Double Thresholding, Fuzzy Logic, and Wearable Motion Sensor Data
IEEE Internet of Things Journal·2023· 24 cited
Relative Localization for Swarm Aerial Vehicles
2022 30th Signal Processing and Communications Applications Conference (SIU)·2022
Investigating the Performance of Wearable Motion Sensors on recognizing falls and daily activities via machine learning
Digital Signal Processing·2021· 32 cited
Classification of fall directions via wearable motion sensors
Digital Signal Processing·2021· 15 citedOpen Access
Position Invariance for Wearables: Interchangeability and Single-Unit Usage via Machine Learning
IEEE Internet of Things Journal·2020· 7 citedOpen Access
Classifying Daily and Sports Activities Invariantly to the Positioning of Wearable Motion Sensor Units
IEEE Internet of Things Journal·2020· 41 citedOpen Access
Novel Noniterative Orientation Estimation for Wearable Motion Sensor Units Acquiring Accelerometer, Gyroscope, and Magnetometer Measurements
IEEE Transactions on Instrumentation and Measurement·2019· 24 cited
Activity Recognition Invariant to Wearable Sensor Unit Orientation Using Differential Rotational Transformations Represented by Quaternions
Sensors·2018· 23 citedOpen Access
Global vs local classification models for multi-sensor data fusion
2018· 8 cited
Classifying Daily Activities Regardless of Wearable Motion Sensor Orientation
Lirias (KU Leuven)·2018· 1 citedOpen Access
Activity Recognition Invariant to Sensor Orientation with Wearable Motion Sensors
Sensors·2017· 62 citedOpen Access
Localization and Tracking of Implantable Biomedical Sensors
Sensors·2017· 49 citedOpen Access
Investigation of Sensor Placement for Accurate Fall Detection
Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering·2017· 41 cited
Improvements in deterministic error modeling and calibration of inertial sensors and magnetometers
Sensors and Actuators A Physical·2016· 40 cited
Improved deterministic measurement model for consumer‐grade accelerometers
Electronics Letters·2016· 1 citedOpen Access
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Frequent Co-authors

Aras Yurtman(7), Birsel Ayrulu(7), Haldun M. Özaktaş(6), Hugh Durrant‐Whyte(5), Kerem Altun(4), Roman Kuc(4), Ahmet Turan Özdemir(3), Orkun Tunçel(2), David Mendlovic(2), Levent Onural(2), Barış Fi̇dan(2), Simukai W. Utete(2), Deniz Başkent(2), Murat Cihan Yüksek(1), M. Alper Kutay(1), Enes Koşar(1), Birsel Ayrulu-Erdem(1), Ilknur Umay(1), Bahaeddin Eravcı(1), Periklis Ntanasis(1)