Sensor Glove Based on Novel Inertial Sensor Fusion Control Algorithm for 3-D Real-Time Hand Gestures Measurements

In recent years, there has been an increasing interest in hand movements in various application fields. However, the human hand is too dexterous and only has limited space. Developing a proper method to monitor and capture hand motion is meaningful. Conventionally, an optical measurement method is w...

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Vydáno v:IEEE transactions on industrial electronics (1982) Ročník 67; číslo 1; s. 658 - 666
Hlavní autoři: Chang, Hsien-Ting, Chang, Jen-Yuan
Médium: Journal Article
Jazyk:angličtina
Vydáno: New York IEEE 01.01.2020
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:
Acceleration
Accelerometers
Algorithms
Angular speed
attitude heading reference system (AHRS)
Control algorithms
Control theory
Feedback control
Field strength
Gyroscopes
IIR filters
inertial measurement unit (IMU)
Inertial platforms
Inertial sensing devices
Magnetic field measurement
Magnetic shielding
Magnetometers
Mathematical analysis
motion capture
Optical measurement
Quaternions
Sensor fusion
Sensors
wearable sensors
ISSN:0278-0046, 1557-9948
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Abstract In recent years, there has been an increasing interest in hand movements in various application fields. However, the human hand is too dexterous and only has limited space. Developing a proper method to monitor and capture hand motion is meaningful. Conventionally, an optical measurement method is widely used to capture hand gestures. Nevertheless, this method is costly and has the problem of line-of-sight shielding. In this paper, a sensor fusion algorithm is proposed to calculate a more accurate result by calculating acceleration, magnetic field strength, and angular speed from the inertial measurement unit (IMU). The core concept of this algorithm is based on the idea of feedback control. To validate the performance, the active rotary platform is set up to compare the measured results to the references directly. Most of the error results are less than 3°, and the standard deviations are less than 1°. The measurement results ensure the feasibility of the inertial measurement method with the sensor fusion algorithm proposed in this paper.
AbstractList In recent years, there has been an increasing interest in hand movements in various application fields. However, the human hand is too dexterous and only has limited space. Developing a proper method to monitor and capture hand motion is meaningful. Conventionally, an optical measurement method is widely used to capture hand gestures. Nevertheless, this method is costly and has the problem of line-of-sight shielding. In this paper, a sensor fusion algorithm is proposed to calculate a more accurate result by calculating acceleration, magnetic field strength, and angular speed from the inertial measurement unit (IMU). The core concept of this algorithm is based on the idea of feedback control. To validate the performance, the active rotary platform is set up to compare the measured results to the references directly. Most of the error results are less than 3°, and the standard deviations are less than 1°. The measurement results ensure the feasibility of the inertial measurement method with the sensor fusion algorithm proposed in this paper.
Author Chang, Jen-Yuan
Chang, Hsien-Ting
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Cites_doi 10.1109/TIE.2017.2726958
10.1186/s40638-016-0051-1
10.1016/j.proeng.2012.07.189
10.1109/TIM.2013.2272848
10.1109/IROS.2007.4399579
10.3390/s150819302
10.1016/j.jht.2012.10.004
10.1145/1276377.1276421
10.1109/THMS.2015.2470657
10.1007/978-3-319-03017-3_10
10.1109/IEMBS.1997.757046
10.1115/1.4028162
10.3390/s150307016
10.1016/0363-5023(90)90102-W
10.1109/EMBC.2015.7319426
10.1007/s11263-006-8112-5
10.1109/TIE.2012.2210958
10.1177/0278364909103786
10.1007/BF02344720
10.1109/M2VIP.2016.7827295
10.1109/TNSRE.2005.847353
10.1109/ICMA.2005.1626742
10.1088/0964-1726/25/1/013001
10.3390/s17051161
10.1109/TIE.2005.855696
10.1109/TIE.2014.2375258
10.3390/s18051545
10.1186/1743-0003-11-70
10.1109/TIE.2004.841077
10.1109/TIE.2011.2148671
10.1109/TMECH.2012.2224359
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References ref13
ref12
ref15
ref14
ref30
ref33
ref11
ref32
ref10
ref2
ref1
ref17
ref16
ref19
ref18
ref24
ref23
ref26
ref25
ref20
bain (ref31) 2014; 40
ref22
ref21
ref28
ref27
ref29
ref8
ref7
ref9
ref4
ref3
ref5
feix (ref6) 2011
References_xml – ident: ref20
  doi: 10.1109/TIE.2017.2726958
– ident: ref11
  doi: 10.1186/s40638-016-0051-1
– ident: ref13
  doi: 10.1016/j.proeng.2012.07.189
– ident: ref14
  doi: 10.1109/TIM.2013.2272848
– ident: ref9
  doi: 10.1109/IROS.2007.4399579
– ident: ref22
  doi: 10.3390/s150819302
– ident: ref33
  doi: 10.1016/j.jht.2012.10.004
– ident: ref12
  doi: 10.1145/1276377.1276421
– ident: ref8
  doi: 10.1109/THMS.2015.2470657
– year: 2011
  ident: ref6
  article-title: Anthropomorphic hand optimization based on a latent space analysis
– ident: ref7
  doi: 10.1007/978-3-319-03017-3_10
– ident: ref26
  doi: 10.1109/IEMBS.1997.757046
– volume: 40
  start-page: 406?411,
  year: 2014
  ident: ref31
  article-title: The functional range of motion of the finger joints
  publication-title: J Hand Surg Eur
– ident: ref4
  doi: 10.1115/1.4028162
– ident: ref24
  doi: 10.3390/s150307016
– ident: ref32
  doi: 10.1016/0363-5023(90)90102-W
– ident: ref29
  doi: 10.1109/EMBC.2015.7319426
– ident: ref25
  doi: 10.1007/s11263-006-8112-5
– ident: ref19
  doi: 10.1109/TIE.2012.2210958
– ident: ref3
  doi: 10.1177/0278364909103786
– ident: ref5
  doi: 10.1007/BF02344720
– ident: ref28
  doi: 10.1109/M2VIP.2016.7827295
– ident: ref18
  doi: 10.1109/TNSRE.2005.847353
– ident: ref17
  doi: 10.1109/ICMA.2005.1626742
– ident: ref15
  doi: 10.1088/0964-1726/25/1/013001
– ident: ref21
  doi: 10.3390/s17051161
– ident: ref2
  doi: 10.1109/TIE.2005.855696
– ident: ref23
  doi: 10.1109/TIE.2014.2375258
– ident: ref27
  doi: 10.3390/s18051545
– ident: ref30
  doi: 10.1186/1743-0003-11-70
– ident: ref1
  doi: 10.1109/TIE.2004.841077
– ident: ref16
  doi: 10.1109/TIE.2011.2148671
– ident: ref10
  doi: 10.1109/TMECH.2012.2224359
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SubjectTerms Acceleration
Accelerometers
Algorithms
Angular speed
attitude heading reference system (AHRS)
Control algorithms
Control theory
Feedback control
Field strength
Gyroscopes
IIR filters
inertial measurement unit (IMU)
Inertial platforms
Inertial sensing devices
Magnetic field measurement
Magnetic shielding
Magnetometers
Mathematical analysis
motion capture
Optical measurement
Quaternions
Sensor fusion
Sensors
wearable sensors
Title Sensor Glove Based on Novel Inertial Sensor Fusion Control Algorithm for 3-D Real-Time Hand Gestures Measurements
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