Hasso-Plattner-Institut
Prof. Dr.-Ing. Bert Arnrich
 

Lin Zhou

Research Assistant, PhD Candidate

Phone: +49-(0)331 5509-4852


Room: G-2.1.12


Email: lin.zhou(at)hpi.de


Personal Information

2018: Research Assistant, Sensorimotor Group at the German Primate Center, Göttingen, Germany

2016-2018: Master of Science (M.Sc.), Neurosciences. International Max Plank Research School, Göttingen, Germany

2012-2016: Bachelor of Science (B.Sc.), Biosciences. Southern University of Science and Technology, Shenzhen, China

 

Research Interests

  • Human Motion Analysis
  • Inertial Measurement Units (IMUs)
  • Machine Learning

Teaching

Masters thesis

 

Bachelor's thesis

  • Vincent Xeno Rahn: Additional Bluetooth IMU Sensor Arrangement to Improve Robustness of Smartphone-Based Human Activity Recognition in Daily Life (2020)
  • Felix Treykorn, Tobias Fiedler: Privacy Preserving Personalization of Deep Learning Models for Human Activity Recognition Using On-Device Transfer Learning (2021)

 

Master Project

 

Lectures

  • Statistics in Connected Healthcare (SS2019)
  • Statistics in Connected Healthcare (SS2021)

Publications

2023

  • DUO-GAIT: A gait dataset ... - Download
    DUO-GAIT: A gait dataset for walking under dual-task and fatigue conditions with inertial measurement units. Zhou, Lin; Fischer, Eric; Brahms, Clemens Markus; Granacher, Urs; Arnrich, Bert (2023).
     

2021

  • TRIPOD—A Treadmill Walk... - Download
    TRIPOD—A Treadmill Walking Dataset with IMU, Pressure-Distribution and Photoelectric Data for Gait Analysis. Trautmann, Justin; Zhou, Lin; Brahms, Clemens Markus; Tunca, Can; Ersoy, Cem; Granacher, Urs; Arnrich, Bert in Data (2021). 6(9) 95.
     
  • Optimal Sensor Placement ... - Download
    Optimal Sensor Placement for Human Activity Recognition with a Minimal Smartphone–IMU Setup. Rahn, Vincent Xeno; Zhou, Lin; Klieme, Eric; Arnrich, Bert (2021). (Vol. 10) 37–48.
     

2020

  • Will You Be My Quarantine... - Download
    Will You Be My Quarantine: A Computer Vision and Inertial Sensor Based Home Exercise System. Albert, Justin; Zhou, Lin; Gloeckner, Pawel; Trautmann, Justin; Ihde, Lisa; Eilers, Justus; Kamal, Mohammed; Arnrich, Bert (2020). (Vol. 14)
     
  • How We Found Our IMU: Gui... - Download
    How We Found Our IMU: Guidelines to IMU Selection and a Comparison of Seven IMUs for Pervasive Healthcare Applications. Zhou, Lin; Fischer, Eric; Tunca, Can; Brahms, Clemens Markus; Ersoy, Cem; Granacher, Urs; Arnrich, Bert in Sensors (2020).
     
  • Validation of an IMU Gait... - Download
    Validation of an IMU Gait Analysis Algorithm for Gait Monitoring in Daily Life Situations. Zhou, Lin; Tunca, Can; Fischer, Eric; Brahms, Clemens Markus; Ersoy, Cem; Granacher, Urs; Arnrich, Bert (2020).
     

2019

  • Unobtrusive Measurement o... - Download
    Unobtrusive Measurement of Blood Pressure During Lifestyle Interventions. Morassi Sasso, Ariane; Datta, Suparno; Pfitzner, Bjarne; Zhou, Lin; Steckhan, Nico; Boettinger, Erwin; Arnrich, Bert (2019).