User profiles for Kenshi Saho

Kenshi Saho

Ritsumeikan University
Verified email at fc.ritsumei.ac.jp
Cited by 801

Using micro-Doppler radar to measure gait features associated with cognitive functions in elderly adults

K Saho, K Uemura, K Sugano, M Matsumoto - IEEE Access, 2019 - ieeexplore.ieee.org
This paper used micro-Doppler radar (MDR) measurements to investigate the significance
of associations between cognitive functions and gait features of elderly persons. The aim of …

Kalman filter for moving object tracking: Performance analysis and filter design

K Saho - Kalman Filters-Theory for Advanced Applications, 2017 - books.google.com
This chapter presents Kalman filters for tracking moving objects and their efficient design
strategy based on steady-state performance analysis. First, a dynamic/measurement model is …

Micro-Doppler radar gait measurement to detect age-and fall risk-related differences in gait: A simulation study on comparison of deep learning and gait parameter …

K Saho, K Shioiri, M Fujimoto, Y Kobayashi - IEEE Access, 2021 - ieeexplore.ieee.org
This paper describes the application of micro-Doppler radar (MDR) to gait classification based
on fall risk-related differences using deep learning and gait parameter-based approaches…

Machine learning-based classification of human behaviors and falls in restroom via dual doppler radar measurements

K Saho, S Hayashi, M Tsuyama, L Meng, M Masugi - Sensors, 2022 - mdpi.com
This study presents a radar-based remote measurement system for classification of human
behaviors and falls in restrooms without privacy invasion. Our system uses a dual Doppler …

Automatic parameter setting method for an accurate Kalman filter tracker using an analytical steady-state performance index

K Saho, M Masugi - Ieee Access, 2015 - ieeexplore.ieee.org
We present an automatic parameter setting method to achieve an accurate second-order
Kalman filter tracker based on a steady-state performance index. First, we propose an efficient …

Performance analysis of α- β- γtracking filters using position and velocity measurements

K Saho, M Masugi - EURASIP Journal on Advances in Signal Processing, 2015 - Springer
This paper examines the performance of two position-velocity-measured (PVM) α- β- γ
tracking filters. The first estimates the target acceleration using the measured velocity, and the …

Accurate person identification based on combined sit-to-stand and stand-to-sit movements measured using Doppler radars

K Saho, K Shioiri, K Inuzuka - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
… (Kenshi Saho and Keitaro Shioiri contributed equally to this work.) (Corresponding author:
Kenshi Saho.) The authors are with the Faculty of Engineering, Toyama Prefectural University, …

Gait classification of young adults, elderly non-fallers, and elderly fallers using micro-Doppler radar signals: Simulation study

K Saho, M Fujimoto, M Masugi… - IEEE sensors journal, 2017 - ieeexplore.ieee.org
This letter presents a gait classification technique for the identification of individuals with
different gait patterns using simulated micro-Doppler radar remote sensing data. Proposed …

Experimental verification of micro-doppler radar measurements of fall-risk-related gait differences for community-dwelling elderly adults

K Saho, M Fujimoto, Y Kobayashi, M Matsumoto - Sensors, 2022 - mdpi.com
In a previous study, we developed a classification model to detect fall risk for elderly adults
with a history of falls (fallers) using micro-Doppler radar (MDR) gait measurements via …

Estimation of gait parameters from trunk movement measured by doppler radar

K Saho, K Shioiri, S Kudo… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
This study proposes a novel method to estimate biomechanical gait parameters using the
monostatic continuous wave Doppler radar data corresponding to trunk movement; the use of …