已入深夜,您辛苦了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!祝你早点完成任务,早点休息,好梦!

IMU filter settings for high intensity activities

惯性测量装置 后备箱 运动学 加速度计 加速度 矢状面 滤波器(信号处理) 数学 计算机科学 物理医学与康复 物理 医学 人工智能 计算机视觉 解剖 经典力学 生物 生态学 操作系统
作者
Emily J. Miller,Riley C. Sheehan,Kenton R. Kaufman
出处
期刊:Gait & Posture [Elsevier BV]
卷期号:91: 26-29 被引量:1
标识
DOI:10.1016/j.gaitpost.2021.10.006
摘要

Recommendations for cut-off frequencies for inertial measurement units (IMU) are either based on marker-based motion analysis or based on low intensity activities. The selection of filter cut-off frequencies can impact the extracted variables from the filtered signal. There are no recommendations for IMU filter settings when collecting biomechanical data of high intensity activities.What are appropriate IMU cut-off frequency filter settings for high intensity activities?Ten unimpaired participants were studied during controlled postural perturbations using a microprocessor-controlled treadmill. Disturbances were delivered in forward and backward directions and incrementally increased in both directions until the participant was unable to maintain an upright posture and the trial resulted in a fall. An IMU was placed on their sternum to obtain trunk sagittal kinematics. Custom code was implemented to estimate trunk angle, angular velocity, and linear acceleration about the flexion-extension axis in the trunk IMU coordinate system. The three trials that resulted in falls in each direction for each participant (60 total trials) were analysed. These trials were limited to 500 msec of the disturbance period. The cut-off frequency was calculated for trunk kinematics using 99 percent of the energy spectrum (E99).The trunk flexion angle (4 ± 4 Hz) and linear acceleration (35 ± 10 Hz) cut-off frequencies agreed with previously reported values. The cut-off frequency for trunk flexion angular velocity (26 ± 7 Hz) was higher than values previously reported.Selection of cut-off frequency should be based on segment accelerations and not simply activity or segment of interest. Deliberate selection and reporting of filter settings in biomechanics research will improve data quality, reliability of inferences, and reproducibility of studies.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
4秒前
gt完成签到 ,获得积分10
8秒前
慕青应助青月小飞龙采纳,获得10
8秒前
赘婿应助Ann采纳,获得10
9秒前
屈春洋发布了新的文献求助10
10秒前
斯文败类应助Okpooko采纳,获得10
11秒前
fwe给fwe的求助进行了留言
11秒前
水滴完成签到,获得积分10
12秒前
Gino_Li完成签到,获得积分10
15秒前
16秒前
17秒前
周雪完成签到 ,获得积分10
17秒前
Owen应助红脸蛋小星星采纳,获得10
18秒前
满意的蜗牛完成签到 ,获得积分10
19秒前
21秒前
22秒前
永字号发布了新的文献求助10
22秒前
我是老大应助济尔采纳,获得10
22秒前
22秒前
Okpooko发布了新的文献求助10
24秒前
24秒前
25秒前
派大星完成签到,获得积分20
25秒前
26秒前
27秒前
顾矜应助青月小飞龙采纳,获得30
27秒前
Ann发布了新的文献求助10
27秒前
28秒前
汉堡包应助永字号采纳,获得10
29秒前
yyymmma发布了新的文献求助10
30秒前
Kevinsg完成签到,获得积分10
31秒前
悦耳青梦发布了新的文献求助10
32秒前
33秒前
夏蓉发布了新的文献求助30
33秒前
匆匆完成签到 ,获得积分10
33秒前
王王发布了新的文献求助30
34秒前
Ellalala完成签到 ,获得积分10
34秒前
pppppop完成签到,获得积分10
36秒前
36秒前
36秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Modern Epidemiology, Fourth Edition 5000
Digital Twins of Advanced Materials Processing 2000
Weaponeering, Fourth Edition – Two Volume SET 2000
Polymorphism and polytypism in crystals 1000
Social Cognition: Understanding People and Events 800
Signals, Systems, and Signal Processing 610
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 纳米技术 有机化学 物理 生物化学 化学工程 计算机科学 复合材料 内科学 催化作用 光电子学 物理化学 电极 冶金 遗传学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 6027058
求助须知:如何正确求助?哪些是违规求助? 7673261
关于积分的说明 16184476
捐赠科研通 5174784
什么是DOI,文献DOI怎么找? 2768916
邀请新用户注册赠送积分活动 1752356
关于科研通互助平台的介绍 1638178