Evaluation of Inertial Sensor-Based Pre-Impact Fall Detection Algorithms Using Public Dataset

Soonjae Ahn, Jongman Kim, Bummo Koo, +1

Sensors

Gait AnalysisPhysical ActivityEngineeringHealthy SubjectsAccelerometer +19

Enhanced Algorithm for the Detection of Preimpact Fall for Wearable Airbags

Haneul Jung, Bummo Koo, Jongman Kim, +3

Sensors

Detection of Pre-Impact Falls from Heights Using an Inertial Measurement Unit Sensor

Youngho Kim, Haneul Jung, Bummo Koo, +3

Sensors

EngineeringImpact (Mechanics)MeasurementImpact LoadingAccelerometer +20

Fall-from-Height Detection Using Deep Learning Based on IMU Sensor Data for Accident Prevention at Construction Sites

Seunghee Lee, Bummo Koo, Sumin Yang, +3

Sensors

EngineeringAccident PreventionSafety ScienceInjury PreventionImage Analysis +22

Development of an Armband EMG Module and a Pattern Recognition Algorithm for the 5-Finger Myoelectric Hand Prosthesis

Seongjung Kim, Jongman Kim, Bummo Koo, +5

International Journal of Precision Engineering and Manufacturing

Armband Emg ModuleElectrical EngineeringEngineeringMechatronicsWearable Technology +3

Effects of Sampling Rate and Window Length on Motion Recognition Using sEMG Armband Module

Taehee Kim, Jongman Kim, Bummo Koo, +5

International Journal of Precision Engineering and Manufacturing

sEMG-Based Hand Posture Recognition Considering Electrode Shift, Feature Vectors, and Posture Groups

Jongman Kim, Bummo Koo, Yejin Nam, +1

Sensors

A comprehensive comparison of accuracy and practicality of different types of algorithms for pre-impact fall detection using both young and old adults

Xiaoqun Yu, Bummo Koo, Jaehyuk Jang, +2

Measurement

Fall PreventionPre-impact Fall DetectionPhysical ActivityKinesiologyComprehensive Comparison +9

Prediction of gait recovery using machine learning algorithms in patients with spinal cord injury

Hyun-Joon Yoo, Bummo Koo, Chan-woo Yong, +1

Medicine

Impact Attenuation of the Soft Pads and the Wearable Airbag for the Hip Protection in the Elderly

Young-Jae Jeong, Soonjae Ahn, Jongman Kim, +4

International Journal of Precision Engineering and Manufacturing

Fall PreventionKinesiologyAssistive TechnologyWearable TechnologyHip Protection +6