A basic study for estimation of occlusal force using an ear wearable sensor

We aim to develop earphone type wearable devices for measuring occlusal force. In this article, we investigated the correlation between occlusal force and the movement of the ear canal as a basic study to estimate the occlusion force. The proposed estimation method uses the least squares method and...

Full description

Saved in:
Bibliographic Details
Published inElectronics and communications in Japan Vol. 101; no. 11; pp. 20 - 27
Main Authors Taniguchi, Kazuhiro, Kurosawa, Mami, Kimura, Yutaka, Nishikawa, Atsushi
Format Journal Article
LanguageEnglish
Published Hoboken Wiley Subscription Services, Inc 01.11.2018
Subjects
Online AccessGet full text

Cover

Loading…
Abstract We aim to develop earphone type wearable devices for measuring occlusal force. In this article, we investigated the correlation between occlusal force and the movement of the ear canal as a basic study to estimate the occlusion force. The proposed estimation method uses the least squares method and the weighted average. We developed an experimental device for simultaneously measuring occlusal force and the movement of the ear canal. This device primarily consists of an occlusal force sensor and a wearable ear sensor, and converts analog signals from both sensors into digital signals using an analog‐to‐digital (AD) converter, then records the data as signals associated with measurement time. The experiment involved six subjects, who performed chewing of the occlusal force sensor five times, for 2 seconds. The occlusal force sensor was placed at the right second molar, with the wearable ear sensor placed on the right ear. Through the experiment, the occlusion and the ear canal movement were found to have a strong correlation. The average correlation coefficients consistently exceeded 0.89 for all subjects.
AbstractList We aim to develop earphone type wearable devices for measuring occlusal force. In this article, we investigated the correlation between occlusal force and the movement of the ear canal as a basic study to estimate the occlusion force. The proposed estimation method uses the least squares method and the weighted average. We developed an experimental device for simultaneously measuring occlusal force and the movement of the ear canal. This device primarily consists of an occlusal force sensor and a wearable ear sensor, and converts analog signals from both sensors into digital signals using an analog‐to‐digital (AD) converter, then records the data as signals associated with measurement time. The experiment involved six subjects, who performed chewing of the occlusal force sensor five times, for 2 seconds. The occlusal force sensor was placed at the right second molar, with the wearable ear sensor placed on the right ear. Through the experiment, the occlusion and the ear canal movement were found to have a strong correlation. The average correlation coefficients consistently exceeded 0.89 for all subjects.
Author Nishikawa, Atsushi
Kurosawa, Mami
Taniguchi, Kazuhiro
Kimura, Yutaka
Author_xml – sequence: 1
  givenname: Kazuhiro
  surname: Taniguchi
  fullname: Taniguchi, Kazuhiro
  email: taniguti@hiroshima-cu.ac.jp
  organization: Hiroshima City University
– sequence: 2
  givenname: Mami
  surname: Kurosawa
  fullname: Kurosawa, Mami
  organization: Shinshu University
– sequence: 3
  givenname: Yutaka
  surname: Kimura
  fullname: Kimura, Yutaka
  organization: Kansai Medical University
– sequence: 4
  givenname: Atsushi
  surname: Nishikawa
  fullname: Nishikawa, Atsushi
  organization: Shinshu University
BookMark eNp9UMtKAzEUDVLBtrrwDwKuXEx785hHlqXUZ8GNrkMmTSRlnNRkhjJ_b9qKC0EX594L95z7OBM0an1rELomMCMAdG70dkYooXCGxkRwmomck9FPzdgFmsS4BSh4ztkYPS9wraLTOHb9ZsDWB2xi5z5U53yLvcVe66aPqjm0tMF9dO07Vi02KuB9CqpuDI6mjT5conOrmmiuvvMUvd2tXpcP2frl_nG5WGeaMQqZ3VhRiaKg1gJYLlRJOcthA5qKShWUlQVXtdDcCF3UhkJqgC0Vr_OEirIpujnN3QX_2adz5db3oU0rJSWkTKgESazbE0sHH2MwVu5C-isMkoA8eCWTV_LoVeLOf3G1644WdEG55j_F3jVm-Hu0XC2fToovbsZ7Og
CitedBy_id crossref_primary_10_3390_s22197412
crossref_primary_10_3390_s19153441
Cites_doi 10.2186/ajps.4.388
10.7144/sgf.19.125
10.3390/s17020252
10.1016/S0039-6109(16)45689-6
10.1155/2018/6161525
ContentType Journal Article
Copyright 2018 Wiley Periodicals, Inc.
2018 by Wiley Periodicals, Inc.
Copyright_xml – notice: 2018 Wiley Periodicals, Inc.
– notice: 2018 by Wiley Periodicals, Inc.
DBID AAYXX
CITATION
7SC
7SP
8FD
JQ2
L7M
L~C
L~D
DOI 10.1002/ecj.12120
DatabaseName CrossRef
Computer and Information Systems Abstracts
Electronics & Communications Abstracts
Technology Research Database
ProQuest Computer Science Collection
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
DatabaseTitle CrossRef
Technology Research Database
Computer and Information Systems Abstracts – Academic
Electronics & Communications Abstracts
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts Professional
DatabaseTitleList Technology Research Database
CrossRef

DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1942-9541
EndPage 27
ExternalDocumentID 10_1002_ecj_12120
ECJ12120
Genre article
GrantInformation_xml – fundername: Ministry of Education, Culture, Sports, Science and Technology (MEXT), Japan
– fundername: Ministry of Internal Affairs and Communications
GroupedDBID .GA
.Y3
05W
0R~
10A
1OC
31~
33P
3SF
3WU
4.4
50Y
50Z
51W
51X
52M
52N
52O
52P
52S
52T
52U
52W
52X
5GY
5VS
702
7PT
8-0
8-1
8-3
8-4
8-5
8UM
8VB
930
A03
AAESR
AAEVG
AAHHS
AAHQN
AAMNL
AANHP
AANLZ
AAONW
AASGY
AAXRX
AAYCA
AAZKR
ABCUV
ABDBF
ABJNI
ACAHQ
ACBWZ
ACCFJ
ACCZN
ACGFS
ACPOU
ACRPL
ACSCC
ACUHS
ACXBN
ACXQS
ACYXJ
ADBBV
ADEOM
ADIZJ
ADKYN
ADMGS
ADNMO
ADOZA
ADXAS
ADZMN
ADZOD
AEEZP
AEIGN
AEIMD
AENEX
AEQDE
AEUQT
AEUYR
AFBPY
AFFPM
AFGKR
AFPWT
AFWVQ
AFZJQ
AHBTC
AHQJS
AITYG
AIURR
AIWBW
AJBDE
AJXKR
AKVCP
ALAGY
ALMA_UNASSIGNED_HOLDINGS
ALUQN
ALVPJ
AMBMR
AMYDB
ASPBG
ATUGU
AUFTA
AVWKF
AZBYB
AZFZN
AZVAB
BAFTC
BDRZF
BFHJK
BHBCM
BMNLL
BNHUX
BROTX
BRXPI
BY8
D-E
D-F
DCZOG
DPXWK
DR2
DRFUL
DRSTM
DU5
EBS
EBU
EJD
ESX
F00
F01
F04
FEDTE
G-S
G.N
GODZA
H.T
H.X
HGLYW
HVGLF
HZ~
I-F
IX1
J0M
K1G
LATKE
LC2
LC3
LEEKS
LH4
LITHE
LOXES
LP6
LP7
LUTES
LW6
LYRES
MEWTI
MK4
MK~
MRFUL
MRSTM
MSFUL
MSSTM
MXFUL
MXSTM
N04
N05
N9A
NF~
O66
O9-
P2P
P2W
P2X
Q.N
Q11
QB0
QWB
R.K
RNS
ROL
RWI
RX1
SUPJJ
TH9
TUS
UB1
W8V
W99
WBKPD
WIH
WIK
WLBEL
WOHZO
WQJ
WRC
WXSBR
WYISQ
XG1
XV2
ZL0
~IA
~WT
AAYXX
ADMLS
AEYWJ
AGHNM
AGQPQ
AGYGG
CITATION
7SC
7SP
8FD
AAMMB
AEFGJ
AGXDD
AIDQK
AIDYY
JQ2
L7M
L~C
L~D
ID FETCH-LOGICAL-c3320-fdf989662ff00f49a724350d0c298a623764ab9c4e9c6be200c20f7a4b5a4b823
IEDL.DBID DR2
ISSN 1942-9533
IngestDate Fri Jul 25 04:49:40 EDT 2025
Thu Apr 24 22:57:32 EDT 2025
Tue Jul 01 02:12:51 EDT 2025
Wed Jan 22 16:58:11 EST 2025
IsDoiOpenAccess false
IsOpenAccess true
IsPeerReviewed false
IsScholarly true
Issue 11
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c3320-fdf989662ff00f49a724350d0c298a623764ab9c4e9c6be200c20f7a4b5a4b823
Notes Translated from Volume 138 Number 6, pages 648–654, DOI
Denki Gakkai Ronbunshi C
IEEJ Transactions on Electronics, Information and Systems
10.1541/ieejeiss.138.648
of
ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
OpenAccessLink https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/ecj.12120
PQID 2117211891
PQPubID 2045163
PageCount 8
ParticipantIDs proquest_journals_2117211891
crossref_primary_10_1002_ecj_12120
crossref_citationtrail_10_1002_ecj_12120
wiley_primary_10_1002_ecj_12120_ECJ12120
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate November 2018
2018-11-00
20181101
PublicationDateYYYYMMDD 2018-11-01
PublicationDate_xml – month: 11
  year: 2018
  text: November 2018
PublicationDecade 2010
PublicationPlace Hoboken
PublicationPlace_xml – name: Hoboken
PublicationTitle Electronics and communications in Japan
PublicationYear 2018
Publisher Wiley Subscription Services, Inc
Publisher_xml – name: Wiley Subscription Services, Inc
References 2005; 53
2017
2018; 2018
2013; 15
2014; 19
1997; 11
2012; 4
2017; 17
1992; 72
e_1_2_7_6_1
e_1_2_7_5_1
Teraoka K (e_1_2_7_4_1) 1997; 11
e_1_2_7_8_1
e_1_2_7_7_1
Nasu I (e_1_2_7_3_1) 2005; 53
e_1_2_7_2_1
e_1_2_7_14_1
e_1_2_7_13_1
e_1_2_7_12_1
e_1_2_7_11_1
e_1_2_7_10_1
Inatomi S (e_1_2_7_9_1) 2013; 15
References_xml – volume: 17
  start-page: 252
  year: 2017
  end-page: 266
  article-title: A novel earphone type sensor for measuring mealtime: consideration of the method to distinguish between running and meals
  publication-title: Sensors
– volume: 15
  start-page: 37
  year: 2013
  end-page: 41
  article-title: Relationship between biting force and activities of daily living in the frail elderly
  publication-title: Jpn J Health Prom
– volume: 2018
  start-page: 8
  year: 2018
  article-title: Earable RCC: development of an earphone‐type reliable chewing‐count measurement device
  publication-title: J Healthc Eng
– volume: 72
  start-page: 445
  year: 1992
  end-page: 465
  article-title: Postgastrectomy syndromes
  publication-title: Surg Clin North Am
– year: 2017
– volume: 19
  start-page: 125
  year: 2014
  end-page: 136
  article-title: Analyses of unconstrained masseteric activity during the entire day by using an ultraminiature wearable electromyogram system
  publication-title: J Jpn Soc Stomatog Fun
– volume: 4
  start-page: 388
  year: 2012
  end-page: 396
  article-title: How do occlusion and masticatory function contribute to general health and longevity?—A review of literature
  publication-title: Ann Jpn Prosthodont Soc
– volume: 11
  start-page: 169
  year: 1997
  end-page: 173
  article-title: Relationship between masticatory ability and physical condition in the elderly
  publication-title: Ronen Shika Igaku
– volume: 53
  start-page: 411
  year: 2005
  end-page: 423
  article-title: Active life expectancy for elderly Japanese by chewing ability
  publication-title: Jpn J Public Health
– ident: e_1_2_7_8_1
– ident: e_1_2_7_2_1
  doi: 10.2186/ajps.4.388
– ident: e_1_2_7_10_1
– volume: 15
  start-page: 37
  year: 2013
  ident: e_1_2_7_9_1
  article-title: Relationship between biting force and activities of daily living in the frail elderly
  publication-title: Jpn J Health Prom
– ident: e_1_2_7_14_1
– ident: e_1_2_7_12_1
  doi: 10.7144/sgf.19.125
– volume: 11
  start-page: 169
  year: 1997
  ident: e_1_2_7_4_1
  article-title: Relationship between masticatory ability and physical condition in the elderly
  publication-title: Ronen Shika Igaku
– ident: e_1_2_7_11_1
– ident: e_1_2_7_5_1
  doi: 10.3390/s17020252
– volume: 53
  start-page: 411
  year: 2005
  ident: e_1_2_7_3_1
  article-title: Active life expectancy for elderly Japanese by chewing ability
  publication-title: Jpn J Public Health
– ident: e_1_2_7_7_1
– ident: e_1_2_7_13_1
  doi: 10.1016/S0039-6109(16)45689-6
– ident: e_1_2_7_6_1
  doi: 10.1155/2018/6161525
SSID ssj0064543
Score 2.085326
Snippet We aim to develop earphone type wearable devices for measuring occlusal force. In this article, we investigated the correlation between occlusal force and the...
SourceID proquest
crossref
wiley
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 20
SubjectTerms Converters
Correlation coefficients
Ear
ear canal
Earphones
Least squares method
Mastication
Measuring instruments
occlusal force
Occlusion
optical measurement
Sensors
wearable device
Wearable technology
Title A basic study for estimation of occlusal force using an ear wearable sensor
URI https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fecj.12120
https://www.proquest.com/docview/2117211891
Volume 101
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnZ3PS8MwFMfD0Ise_C3-JogHL926NEsbPG3TMSZ6EAc7CCXJEvEHq7gNwb_e99K1TlEQDy2Fpmmb5DXfpO99QsiJGCZxJIQJYsQAcBDUgTKuEQhmGoIj4stP5lxdi26f9waNQYWcFbEwOR-inHBDy_DfazRwpce1T2ioNY-IRmA4XkdfLRRENyU6CkFV3rlecoa_KKOCKhSyWnnl177oU2DOy1Tfz3RWyV3xhLl7yVN1OtFV8_4N3vjPV1gjKzP9SZt5g1knFTvaIMtzVMJNctmk0Lc9GOrRsxRULUUURx7jSDNHM2Oep2PIBU4ZS9F1_p6qEQWjoW-ww2gsOobxcfa6Rfqdi9t2N5ituRCYCIOp3dDJBGqMOReGjksVMxBU4TA0TCZKoA8NV1oabqUR2oKNGRa6WHHdgC1h0TZZGGUju0Ooi2w91nForZZc8VDVtYAvCqaCLJzcJadF6admBiTHdTGe0xylzFIon9SXzy45LpO-5BSOnxIdFFWYzgxxnML4Fse4iazD7Xxd_J5BetHu-YO9vyfdJ0sgoZI8OvGALExep_YQZMpEH5HFZuu81Tny7fIDWDLh1w
linkProvider Wiley-Blackwell
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnZ3NS8MwFMDD0IN68FucTg3iwUu3Ls3SBryMsTH3dZANdpHSZomoY5N9IPjX-166blMUxENLoa9pm-Q176Xv_ULIjRgEvieEcnzEAHAwqJ1ImZIjmCoJjogvO5nT7oh6jzf6pX6G3KW5MAkfYjnhhpphv9eo4DghXVhRQ7V6QTYCA4d9E1f0tg7VwxIehagqG14vOcOflF7KFXJZYXnp19FoZWKuG6p2pKntkcf0GZMAk9f8fBbn1cc3fON_X2Kf7C5MUFpO-swByejRIdlZAxMekWaZwvD2rKilz1IwbCnSOJI0Rzo2dKzUcD6FUuCU0hSj559oNKKgN_QddpiQRafgIo8nx6RXq3YrdWex7IKjPMynNgMjA2g0ZozrGi4jn4FN5Q5cxWQQCQyj4VEsFddSiViDminmGj_icQm2gHknZGM0HulTQo2ni37su1rHkkfcjYqxgI8KSkERRmbJbVr9oVowyXFpjGGY0JRZCPUT2vrJkuul6FsC4vhJKJe2YbjQxWkILi66uYEswu1sY_xeQFitNOzB2d9Fr8hWvdtuha37TvOcbINFFSTJijmyMZvM9QVYLbP40nbOT1_B5IA
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnZ3dS8MwEMDDmCD64Lc4nRrEB1-6ZWmaNvg09sHcdIg42INQ2iwRdWxjHwj-9V7SdZuiID60FHpN2yTX3KV3vyB0yXuB73IuHd9gABgY1E4ktedwKj3ODOLLTubctXmjw5pdr5tB12kuTMKHWEy4Gc2w32uj4KOeLi6hoUq-GjQCBX99jXESmC5dfViwowypykbXC0bNP0o3xQoRWlxc-nUwWlqYq3aqHWjq2-gpfcQkvuStMJvGBfnxjd74z3fYQVtzAxSXkx6zizJqsIc2V7CE-6hVxjC4vUhs2bMYzFpsWBxJkiMeajyUsj-bQClwSipsYuefcTTAoDX4HXYmHQtPwEEejg9Qp157rDSc-aILjnRNNrXuaRFAk1GtCdFMRD4Fi4r0iKQiiLgJomFRLCRTQvJYgZJJSrQfsdiDLaDuIcoOhgN1hLB2VcmPfaJULFjESFSKOXxSjBQUoUUOXaW1H8o5kdwsjNEPE5YyDaF-Qls_OXSxEB0lGI6fhPJpE4ZzTZyE4OAaJzcQJbidbYvfCwhrlaY9OP676Dlav6_Ww9ubdusEbYA5FSSZinmUnY5n6hRMlml8ZrvmJ-Az4zg
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=A+basic+study+for+estimation+of+occlusal+force+using+an+ear+wearable+sensor&rft.jtitle=Electronics+and+communications+in+Japan&rft.au=Taniguchi%2C+Kazuhiro&rft.au=Kurosawa%2C+Mami&rft.au=Kimura%2C+Yutaka&rft.au=Nishikawa%2C+Atsushi&rft.date=2018-11-01&rft.issn=1942-9533&rft.eissn=1942-9541&rft.volume=101&rft.issue=11&rft.spage=20&rft.epage=27&rft_id=info:doi/10.1002%2Fecj.12120&rft.externalDBID=n%2Fa&rft.externalDocID=10_1002_ecj_12120
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1942-9533&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1942-9533&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1942-9533&client=summon