JP3396672B2 - Body fat measurement device - Google Patents

Body fat measurement device

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Publication number
JP3396672B2
JP3396672B2 JP2000398022A JP2000398022A JP3396672B2 JP 3396672 B2 JP3396672 B2 JP 3396672B2 JP 2000398022 A JP2000398022 A JP 2000398022A JP 2000398022 A JP2000398022 A JP 2000398022A JP 3396672 B2 JP3396672 B2 JP 3396672B2
Authority
JP
Japan
Prior art keywords
fat
measured
measuring
electrodes
current
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Expired - Lifetime
Application number
JP2000398022A
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Japanese (ja)
Other versions
JP2001252257A (en
Inventor
智彦 恩田
充弘 片嶋
毅 木村
和男 槙
亨 山口
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Kao Corp
Original Assignee
Kao Corp
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Publication date
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Priority to JP2000398022A priority Critical patent/JP3396672B2/en
Publication of JP2001252257A publication Critical patent/JP2001252257A/en
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Expired - Lifetime legal-status Critical Current

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  • Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)

Description

【発明の詳細な説明】Detailed Description of the Invention

【0001】[0001]

【発明の属する技術分野】本発明は、人体の表面近傍に
層状に存在する皮下脂肪、及び人体の内部に存在する内
臓脂肪を簡便且つ高精度で測定する体脂肪測定装置に関
する。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a body fat measuring device for easily and highly accurately measuring subcutaneous fat existing in layers near the surface of the human body and visceral fat existing inside the human body. To do.

【0002】[0002]

【従来の技術】媒体の電気インピーダンスの違いを利用
して、三次元物体中の媒体の空間分布を導出する方法と
して、測定対象の物体に電流を印加し、物体の表面上に
誘起した電位分布から物体の内部のインピーダンス分布
を画像化するインピーダンスCT法が知られている。こ
の技術は、生体中の血液、肺、脂肪等の分布の測定に応
用されつつある(日本ME学会BME Vol,8, No.8(199
4)p.49)。インピーダンスCT法の外、電気インピーダ
ンスの測定によって皮下脂肪量並びに内臓脂肪量を測定
する装置として、特開平11−113870号公報に記
載された体脂肪測定装置(従来技術1)や特開平11−
123182号公報に記載された体内脂肪計(従来技術
2)がある。従来技術1に記載の体脂肪測定装置は、複
数の電極を体表面に装着し、電極間のインピーダンスを
計測し電極装着部位断面のインピーダンス行列を生成
し、演算手段が入力手段からの装着部位情報に応じた係
数行列との積を求めて対象断面の体脂肪分布を算出して
いる。また、従来技術2に記載の体内脂肪計は、被験者
の腹部の周囲に巻き付けた巻帯の内側に略等間隔でそれ
ぞれ電流路形成電極及び計測用電極を有する電極対を設
け、選択した2つの電極対の電流路形成電極間に交流を
流して電流路を形成し、計測用電極は、形成された電流
路におけるインピーダンスを計測する。2つの電極対を
適宜選択することで、隣接する電極対間では主として測
定部位の皮下脂肪を計測し、対向する電極間では主とし
て測定部位の内臓脂肪を計測している。
2. Description of the Related Art As a method for deriving the spatial distribution of a medium in a three-dimensional object by utilizing the difference in electrical impedance of the medium, a potential distribution induced on the surface of the object by applying a current to the object to be measured. An impedance CT method for imaging an impedance distribution inside an object is known. This technique is being applied to the measurement of the distribution of blood, lung, fat, etc. in the living body (Japan ME Society BME Vol, 8, No.8 (199
4) p.49). In addition to the impedance CT method, as a device for measuring subcutaneous fat amount and visceral fat amount by measuring electric impedance, a body fat measuring device (prior art 1) described in JP-A-11-113870 and JP-A-11-
There is a body fat meter (prior art 2) described in Japanese Patent No. 123182. The body fat measuring device according to the related art 1 mounts a plurality of electrodes on the body surface, measures the impedance between the electrodes, generates an impedance matrix of the electrode mounting site cross section, and the computing means uses the mounting site information from the input means. The body fat distribution of the target cross section is calculated by obtaining the product of the coefficient matrix corresponding to Further, the internal fat meter described in the prior art 2 is provided with electrode pairs each having a current path forming electrode and a measuring electrode at substantially equal intervals inside a winding band wrapped around the abdomen of a subject, and two selected pairs are provided. An alternating current is passed between the current path forming electrodes of the electrode pair to form a current path, and the measuring electrode measures the impedance in the formed current path. By appropriately selecting two electrode pairs, the subcutaneous fat at the measurement site is mainly measured between the adjacent electrode pairs, and the visceral fat at the measurement site is mainly measured between the opposing electrodes.

【0003】[0003]

【発明が解決しようとする課題】インピーダンスCT法
を体脂肪測定に応用した装置では、体内の脂肪分布を推
定する空間分解能が十分でないため、体脂肪量の定量的
算出が難しく、しかも、その算出に大規模な数値計算が
必要であった。
In the device applying the impedance CT method to the measurement of body fat, the spatial resolution for estimating the fat distribution in the body is not sufficient, which makes it difficult to quantitatively calculate the amount of body fat, and the calculation thereof is also difficult. It required a large-scale numerical calculation.

【0004】従来技術1の体脂肪測定装置は、装着部位
に応じた係数行列の具体的生成方法及びインピーダンス
行列と係数行列との積から対象断面の体脂肪分布画像を
生成する具体的方法に関する記載が無い。
The body fat measuring apparatus of the prior art 1 describes a concrete method of generating a coefficient matrix according to a wearing site and a concrete method of generating a body fat distribution image of a target cross section from a product of an impedance matrix and a coefficient matrix. There is no.

【0005】従来技術2の体内脂肪計は、測定部位の皮
下脂肪量を測定できるが、測定量には、人体の内部に存
在する他の媒体の量や分布の影響が含まれ、精度が不十
分であった。また、人体内部の内臓脂肪を測定しようと
しても、人体の表面近傍に層状に存在する皮下脂肪の影
響が非常に大きく測定が困難であった。
The internal fat meter of the prior art 2 can measure the subcutaneous fat amount at the measurement site. However, the measured amount includes the influence of the amount and distribution of other media existing inside the human body, and thus the accuracy is poor. Was enough. Further, even when trying to measure the visceral fat inside the human body, the effect of subcutaneous fat existing in layers near the surface of the human body is very large, and it is difficult to measure.

【0006】本発明は、簡便且つ高精度に、人体の表面
近傍に層状に存在する皮下脂肪の断面積等の皮下脂肪量
や人体の内部に存在する内臓脂肪の断面積などの内臓脂
肪量を測定することができる体脂肪測定装置を提供する
ことを課題とする。
The present invention can easily and accurately determine the amount of subcutaneous fat such as the cross-sectional area of subcutaneous fat existing in layers near the surface of the human body and the amount of visceral fat such as the cross-sectional area of visceral fat existing inside the human body. An object of the present invention is to provide a body fat measuring device capable of measuring.

【0007】[0007]

【課題を解決するための手段】前記課題を解決するため
に、本発明の体脂肪測定装置は、被測定体の外周上に被
測定体を挟んで略対向して配置した二つの電流用電極
と、二つの電流用電極間に電流を流し、被測定体の外周
上で二つの電流用電極間の略中間の位置に発生した電位
の空間変化率を測定する測定手段と、測定手段で測定さ
れた空間変化率に被測定体の大きさを反映する特性量の
べき乗を乗じた値に基づき被測定体の脂肪量を算出する
体脂肪算出手段とを備える。
In order to solve the above-mentioned problems, the body fat measuring device of the present invention has an object to be measured on the outer circumference of the object to be measured.
Two current electrodes placed almost opposite to each other with the measurement object in between.
And a current between the two current electrodes, the outer circumference of the DUT
Electric potential generated at a position approximately midway between the two current electrodes above
Measuring means for measuring the spatial change rate of
Of the characteristic quantity that reflects the size of the measured object in the rate of spatial change
Calculate the fat mass of the measured object based on the value multiplied by the power
And a body fat calculating means.

【0008】また、体脂肪測定装置は、被測定体の外周
上に被測定体を挟んで略対向して配置した二つの電流用
電極と、二つの電流用電極のそれぞれの電極近傍に一つ
ずつ配置した測定用電極と、二つの電流用電極間に電流
を流し、測定用電極間に発生する電圧を測定する測定手
段と、測定手段で測定された電圧に、被測定体の大きさ
を反映する特性量のべき乗を乗じた値を用いて、被測定
体の脂肪量を算出する体脂肪算出手段とを備える
Further, the body fat measuring device is used for measuring the outer circumference of the body to be measured.
For two currents, which are placed on top of each other, facing each other with the object to be measured in between.
One near each of the electrodes and the two current electrodes
Current between the measuring electrodes and the two current electrodes.
Flow through the measuring electrode and measure the voltage generated between the measuring electrodes.
Step, and the voltage measured by the measuring means, the size of the DUT
Is measured using the value obtained by multiplying the power of the characteristic quantity that reflects
And a body fat calculating means for calculating the amount of fat in the body .

【0009】なお、本発明では、被測定体の内部に存在
する脂肪量のことを便宜上総称して内臓脂肪量と呼び、
それは内臓周囲に付着した本来の内臓脂肪量の他、肝脂
肪など体内に存在する脂肪一般の量をさすものとする。
In the present invention, the amount of fat present inside the body to be measured is generically called the amount of visceral fat for convenience.
In addition to the original amount of visceral fat attached around the viscera, it refers to the amount of general fat such as hepatic fat that is present in the body.

【0010】また、被測定体の大きさを反映する特性量
とは、被測定体、例えば人体の断面の大きさを反映する
量のことであり、人体の全断面積Sや人体の断面の外周
長U、図5に示すような人体の断面の縦幅W1と横幅W
2などがあげられる。人体の大きさを反映する特性量の
べき乗とは、典型的には、全断面積Sの一乗、縦幅と横
幅の積W1・W2及び外周長Uの二乗Uが例としてあ
げられる。実際上は全断面積Sを正確に測定するのは繁
雑であり、Sと相関の高いW1・W2やUを用いるの
がより簡便である。また上記以外にも、W1,W2,U
などの一乗や、W1,W2,W1・U,W2・Uな
どの二乗、U、W1・W2・Uなどの三乗、Uなど
の四乗などの整数乗を用いることもできる。あるいはま
た、U 1.8やU2.2などの大きさを反映する特性量
の非整数乗を用いても良いし、これらの量のうちのいく
つかの重み付き線形和又は差でもよい。人体の大きさを
反映する特性量として、上記のような長さの他に、人体
の断面の大きさを間接的に反映する人体の体重又は体重
と身長の比などを用いることもできる。
A characteristic quantity that reflects the size of the object to be measured.
And reflects the size of the cross section of the object to be measured, for example, the human body.
It is the amount, and the total cross-sectional area S of the human body and the outer circumference of the human body cross-section.
Length U, width W1 and width W1 of the cross section of the human body as shown in FIG.
2, etc. Of characteristic quantities that reflect the size of the human body
The exponentiation is typically the square of the total cross-sectional area S, the vertical width and the horizontal width.
Width product W1 · W2 and perimeter U squared UTwoAs an example
You can In practice, it is common to measure the total cross-sectional area S accurately.
W1, W2 and U, which are coarse and highly correlated with STwoTo use
Is more convenient. In addition to the above, W1, W2, U
Such as W1Two, W2Two, W1 ・ U, W2 ・ U
Which square, UThree, The cube of W1, W2, U, etc., UFourSuch
It is also possible to use an integer power such as the fourth power of. Or
U 1.8And U2.2Characteristic amount that reflects the size of
You can use non-integer powers of
It may be some weighted linear sum or difference. The size of the human body
In addition to the above length, the human body
Body weight or weight that indirectly reflects the size of the cross section of
You can also use the ratio of height and height.

【0011】[0011]

【発明の実施の形態】(第1の実施の形態)第1の実施
の形態の体脂肪測定方法及びその装置は、人体の内部に
存在する内臓脂肪の断面積などの内臓脂肪量を測定す
る。
BEST MODE FOR CARRYING OUT THE INVENTION (First Embodiment) The body fat measuring method and apparatus according to the first embodiment measures the amount of visceral fat such as the cross-sectional area of visceral fat existing inside the human body. .

【0012】図1に示す第1実施例の体脂肪測定装置
は、人体1の外周上に人体1を挟んで略対向して配置さ
れた二つの電流用電極2,3と、電流源4と、人体1の
外周上で二つの電流用電極2−3間の略中間の位置に、
外周長に比べ十分に距離を短くして配置された二つの測
定用電極21,22と、測定用電極21,22の電位を
測定するための基準電位17と、基準電位17と測定用
電極21あるいは22とを結ぶための切換えスイッチ1
6と、二つの測定用電極21,22の電位を測定する電
圧計7と、電圧計7で測定された電圧値と別に測定した
人体1の大きさを反映する特性量のべき乗とに基づいて
人体1内部に存在する内臓脂肪10の量を算出する体脂
肪算出部25とを備える。なお、図2に示すように、測
定用電極21´,22´を、図1に示す電圧測定用電極
21,22とは左右反対の位置に配置して、電圧を測定
してもよい。電流用電極2,3の人体上の位置は、例え
ばそれぞれ背中周辺と腹部周辺、あるいは両脇腹部など
に配置できるが、内臓脂肪量を測定する精度の観点から
は、背中周辺と腹部周辺に配置するのが好ましい。ま
た、人体1に横断的に電流を流せるならば、人体1の外
周上に配置する電流用電極の数は、図3に示すように
‘2’より多くてもよい。
The body fat measuring apparatus according to the first embodiment shown in FIG. 1 includes two current electrodes 2 and 3 arranged substantially opposite to each other on the outer periphery of the human body 1 with the human body 1 interposed therebetween, and a current source 4. , On the outer circumference of the human body 1 at a position approximately midway between the two current electrodes 2-3,
Two measuring electrodes 21 and 22 arranged at a distance sufficiently shorter than the outer peripheral length, a reference potential 17 for measuring the potentials of the measuring electrodes 21 and 22, a reference potential 17 and a measuring electrode 21. Alternatively, a changeover switch 1 for connecting to 22
6, a voltmeter 7 that measures the potentials of the two measurement electrodes 21, 22, and a voltage value measured by the voltmeter 7 and a power of a characteristic amount that reflects the size of the human body 1 separately measured. The body fat calculator 25 that calculates the amount of the visceral fat 10 existing inside the human body 1. Note that, as shown in FIG. 2, the measuring electrodes 21 'and 22' may be arranged at positions opposite to the left and right of the voltage measuring electrodes 21 and 22 shown in FIG. 1 to measure the voltage. The positions of the current electrodes 2 and 3 on the human body can be arranged, for example, around the back and around the abdomen, or on both sides of the abdomen, but from the viewpoint of the accuracy of measuring visceral fat mass, they are placed around the back and around the abdomen. Preferably. Further, if a current can be passed across the human body 1, the number of current electrodes arranged on the outer circumference of the human body 1 may be larger than '2' as shown in FIG.

【0013】さらに、図1や図2に示す体脂肪測定装置
は、人体1の外周長及び電極21−22間及び/又は2
1´−22´間の距離のデータを入力するデータ入力装
置33を備えた構成でも良い。このとき、体脂肪算出部
25は、電圧計7で測定された電圧値とデータ入力装置
33から入力された人体1の外周長及び電極21−22
間及び/又は21´−22´間の距離のデータと人体1
の大きさを反映する特性量のべき乗とに基づいて内臓脂
肪量を算出する。
Further, in the body fat measuring device shown in FIGS. 1 and 2, the outer peripheral length of the human body 1 and the electrodes 21 to 22 and / or 2 are used.
A configuration including the data input device 33 for inputting the data of the distance between 1 ′ and 22 ′ may be used. At this time, the body fat calculator 25 determines the voltage value measured by the voltmeter 7, the outer circumference of the human body 1 input from the data input device 33, and the electrodes 21-22.
And / or human body 1 of distance between 2 and 21'-22 '
The visceral fat amount is calculated based on the power of the characteristic amount reflecting the size of the visceral fat.

【0014】次に、体脂肪測定方法を説明する。まず、
電流源4は、人体1の外周上に人体1を挟んで略対向し
て配置した電流用電極2−3間に電流を流し、切換えス
イッチ16を切換えながら、電圧計7は、測定用電極2
1と基準電位17の間の電圧V1並びに測定用電極22
と基準電位17の間の電圧V2を測定し、体脂肪算出部
25は、電圧計7で測定された電圧値V1,V2と別に
測定した人体1の大きさを反映する特性量のべき乗とに
基づいて内臓脂肪10の量mを算出する。
Next, a method for measuring body fat will be described. First,
The current source 4 causes a current to flow between the current electrodes 2-3 arranged substantially opposite to each other on the outer periphery of the human body 1 with the human body 1 interposed therebetween, and while the changeover switch 16 is switched, the voltmeter 7 displays the measurement electrode 2
1 and the reference potential 17, the voltage V1 and the measuring electrode 22
The voltage V2 between the reference potential 17 and the reference potential 17 is measured, and the body fat calculation unit 25 calculates the voltage values V1 and V2 measured by the voltmeter 7 and the power of the characteristic amount that reflects the size of the human body 1 measured separately. Based on this, the amount m of the visceral fat 10 is calculated.

【0015】なお、図1〜図3において、電流源4は直
流電源、交流電源の何れでも良い。電流源4が交流電源
である場合、電圧計7での電圧値(電圧の振幅又は実効
値)の測定の際に位相遅れを同時に測定してもよく、そ
の場合、測定した位相遅れをデータ解析に利用できる。
人体の測定では、扱いやすさの観点から交流であること
が好ましく、交流の周波数は、通常10kHz〜500
kHzを用いることができ、特に50kHz〜200k
Hzを用いるのが好ましい。また、この時の電流値は通
常0.3mA〜3mAを用いることができる。
1 to 3, the current source 4 may be either a DC power source or an AC power source. When the current source 4 is an AC power supply, the phase delay may be measured at the same time when the voltage value (amplitude or effective value of the voltage) is measured by the voltmeter 7. In that case, the measured phase delay is analyzed by data. Available for
In the measurement of the human body, alternating current is preferable from the viewpoint of ease of handling, and the frequency of alternating current is usually 10 kHz to 500.
kHz can be used, especially 50 kHz to 200 k
It is preferable to use Hz. Further, the current value at this time can usually be 0.3 mA to 3 mA.

【0016】ここで、電極2から電極3に電流が流れて
いるときの、人体1の外周に誘起される電位分布(瞬時
値)の概略を図4に示す。電極21,22近傍あるいは
電極21´,22´近傍では電位の空間変化率(傾き)
の絶対値は小さくなるが、該電極近傍での電位の空間変
化率は、内臓脂肪10の量と強く相関している。すなわ
ち、電位の空間変化率の絶対値が大きい場合、内臓脂肪
10の量が多く、電位の空間変化率の絶対値が小さい場
合、内臓脂肪10の量が少ない。また、その空間変化率
は、人体1の外周近傍に存在する皮下脂肪8の分布や量
にほとんど影響されない。このため、人体1の外周近傍
に存在する皮下脂肪8の分布や量にほとんど影響され
ず、内臓脂肪10の量mを簡便且つ高精度に算出でき
る。
Here, FIG. 4 schematically shows a potential distribution (instantaneous value) induced on the outer circumference of the human body 1 when a current is flowing from the electrode 2 to the electrode 3. Spatial change rate (slope) of potential near electrodes 21 and 22 or near electrodes 21 'and 22'
Although the absolute value of is small, the spatial change rate of the electric potential in the vicinity of the electrode is strongly correlated with the amount of visceral fat 10. That is, when the absolute value of the spatial change rate of the electric potential is large, the amount of visceral fat 10 is large, and when the absolute value of the spatial change rate of the electric potential is small, the amount of visceral fat 10 is small. Further, the spatial change rate is hardly affected by the distribution and amount of the subcutaneous fat 8 existing near the outer periphery of the human body 1. Therefore, the amount m of the visceral fat 10 can be calculated easily and highly accurately without being affected by the distribution and amount of the subcutaneous fat 8 existing near the outer periphery of the human body 1.

【0017】この際、電極21,22近傍の電位の空間
変化率あるいは電極21’,22’近傍の電位の空間変
化率のいずれか一方を用いて内臓脂肪10の量mを算出
してもよい。また、二つの電位の空間変化率の平均を求
め、その平均から内臓脂肪量mを算出してもよい。ま
た、内臓脂肪量の多い人は概して総脂肪量(内臓脂肪量
と皮下脂肪量の和)も多いという相関があるため、上記
の電位の空間変化率を用いて、人体の総脂肪量を近似的
に算出することもできる。
At this time, the amount m of the visceral fat 10 may be calculated using either the spatial change rate of the potential near the electrodes 21 and 22 or the spatial change rate of the potential near the electrodes 21 'and 22'. . Further, the average of the spatial change rates of the two potentials may be obtained, and the visceral fat mass m may be calculated from the average. In addition, there is a correlation that a person with a large amount of visceral fat generally has a large amount of total fat (sum of visceral fat and subcutaneous fat). Therefore, the spatial change rate of the above potential is used to approximate the total amount of fat in the human body. It can also be calculated.

【0018】電位の空間変化率としては、測定用電極2
1と基準電位17の間の電圧V1と、測定用電極22と
基準電位17の間の電圧V2との差|V1−V2|を用
いることができる。あるいは文字通り、|V1−V2|
を電極21と22の間の距離L12で割った値|V1−
V2|/L12を用いることができる。あるいは、より
一般的な電位の空間変化率ζとして、人体1の外周長U
で規格化した電極間距離L12/Uで|V1−V2|を
割った値ζ=|V1−V2|・U/L12を用いること
もできる。内臓脂肪10の量の定量的な算出のため、電
位の空間変化率と人体1の大きさを反映する特性量のべ
き乗との積、例えばζ×W1×W2又はζ×Uと、内
臓脂肪10の量mとを関係付ける相関式を予め作成して
おく。具体的には、同じ媒体で構成されているが、種々
の量mを持つサンプルを複数用意し、それらに対して前
述の方法で測定した値ζ×W1×W2又はζ×Uと、
実際の内臓脂肪量mの相関式を作成する。電圧値V1,
V2の測定では、全てのサンプルで流す電流を同一にす
るか、あるいは、サンプル毎に異なる電流を流し、得ら
れた電圧値を同一の電流量を流したときに発生する電圧
値に換算する。大きさを反映する特性量W1,W2及び
Uの測定には、例えば、巻き尺やものさし等の測長器を
使うことができる。内臓脂肪量mを測定する方法とし
て、X線CT法やMRI法から得られた断層像から断面
積や体積を求める方法、あるいはサンプルが人体でない
場合にはサンプルを機械的に切断し直接的に断面積や体
積を測定する方法などがある。予め内部構造のわかって
いるサンプルを用いてもよい。なお、断層像から断面積
を算出する場合、電流の拡がりを考慮して、該断面だけ
でなく、その近傍の断層像をも撮影し、それらの複数枚
の断層像の平均から内臓脂肪の断面積を算出すると精度
が向上する。電位の空間変化率によって総脂肪量(内臓
脂肪量と皮下脂肪量の和)を算出する場合も、同様な方
法で相関式を作成すればよい。
The spatial change rate of the electric potential is as follows:
The difference | V1-V2 | between the voltage V1 between 1 and the reference potential 17 and the voltage V2 between the measuring electrode 22 and the reference potential 17 can be used. Or literally, | V1-V2 |
Divided by the distance L12 between the electrodes 21 and 22 | V1-
V2 | / L12 can be used. Alternatively, as the more general spatial change rate ζ of the potential, the outer peripheral length U of the human body 1
It is also possible to use a value ζ = | V1-V2 | · U / L12 obtained by dividing | V1-V2 | by the inter-electrode distance L12 / U standardized by. In order to quantitatively calculate the amount of visceral fat 10, the product of the spatial change rate of the electric potential and the power of the characteristic amount reflecting the size of the human body 1, for example, ζ × W1 × W2 or ζ × U 2, and the visceral fat. A correlation equation relating the quantity m of 10 is created in advance. Specifically, a plurality of samples, which are composed of the same medium but have various amounts m, are prepared, and the values ζ × W1 × W2 or ζ × U 2 measured by the above method are applied to them.
A correlation expression of the actual visceral fat mass m is created. Voltage value V1,
In the measurement of V2, all the samples are made to have the same current, or different currents are made to flow for each sample, and the obtained voltage value is converted into a voltage value generated when the same current amount is made to flow. For measuring the characteristic quantities W1, W2 and U reflecting the size, for example, a length measuring device such as a tape measure or a ruler can be used. As a method for measuring the visceral fat mass m, a method of obtaining a cross-sectional area or a volume from a tomographic image obtained by an X-ray CT method or an MRI method, or a method of mechanically cutting the sample directly when the sample is not a human body There are methods such as measuring the cross-sectional area and volume. A sample whose internal structure is known in advance may be used. When calculating the cross-sectional area from a tomographic image, taking into consideration the spread of the current, not only the cross-section but also a tomographic image in the vicinity of the cross-sectional image is taken, and the visceral fat is cut off from the average of the multiple tomographic images. The accuracy is improved by calculating the area. When the total fat mass (sum of visceral fat mass and subcutaneous fat mass) is calculated by the spatial change rate of the electric potential, the correlation equation may be created by the same method.

【0019】相関式は多変量解析手法を用いて線形多項
式で近似して表せ、回帰係数a0、a1を用いて、m=
a0+a1・ζ・W1・W2あるいはm=a0+a1・
ζ・Uとなる。あるいは、W1・W2やUを独立変
数にとり且つ回帰係数a2を用いて、m=a0+a1・
ζ・W1・W2+a2・W1・W2又はm=a0+a1
・ζ・U+a2・Uとしたり、人体1に対して別の
電流路で測定した別の電圧V’を用いて、m=a0+a
1・ζ・W1・W2+a2・V’・W1・W2又はm=
a0+a1・ζ・U+a2・V’・Uとして相関式
の精度を向上させることもできる。人体1の大きさを反
映する特性量のべき乗として、W1・W2やU 以外
の量を選んだときには、その量を上式中のW1・W2や
と置き換えればよい。図1における測定の際に、電
極21と22の間の距離L12を外周長Uに比例して変
化させた場合には、電位の空間変化率ζの代わりに電圧
値|V1−V2|を用いることもできる。このときの相
関式は、m=a0+a1・|V1−V2|・W1・W2
あるいはm=a0+a1・|V1−V2|・Uなどと
なる。電極21−22間の距離を外周長に比例させて変
化させる方法としては、ゴムなどの伸縮性材料からなる
ベルトに電極を固定し、ベルトを被測定サンプルの外周
に沿って巻いたときのベルトの伸縮を利用する方法、あ
るいは、別に被測定サンプルの外周長を測定し、その情
報をもとに機械的に電極間距離を変化させる方法などが
ある。相関式が設定されれば、内臓脂肪量の未知のサン
プルに対して測定された電位の空間変化率ζあるいは電
圧値|V1−V2|と人体1の大きさを反映する特性量
とから相関式に従って内臓脂肪量mを算出できる。
The correlation equation can be expressed by being approximated by a linear polynomial using a multivariate analysis method, and using regression coefficients a0 and a1, m =
a0 + a1 ・ ζ ・ W1 ・ W2 or m = a0 + a1 ・
ζ · U 2 . Alternatively, using W1 · W2 and U 2 as independent variables and using the regression coefficient a2, m = a0 + a1 ·
ζ ・ W1 ・ W2 + a2 ・ W1 ・ W2 or m = a0 + a1
· Or a ζ · U 2 + a2 · U 2, using another voltage V 'measured in another current path to the human body 1, m = a0 + a
1 ・ ζ ・ W1 ・ W2 + a2 ・ V '・ W1 ・ W2 or m =
The accuracy of the correlation equation can be improved by setting a0 + a1 · ζ · U 2 + a2 · V ′ · U 2 . As power characteristic amount reflecting the size of the human body 1, when you select the amount of non-W1 · W2 and U 2 may be replaced with W1 · W2 and U 2 in the above formula the amount. In the measurement in FIG. 1, when the distance L12 between the electrodes 21 and 22 is changed in proportion to the outer peripheral length U, the voltage value | V1-V2 | is used instead of the spatial change rate ζ of the potential. You can also The correlation equation at this time is m = a0 + a1. | V1-V2 | .W1.W2
Alternatively, m = a0 + a1 · | V1-V2 | · U 2 and the like. As a method of changing the distance between the electrodes 21 to 22 in proportion to the outer peripheral length, the electrodes are fixed to a belt made of a stretchable material such as rubber, and the belt is wound around the outer circumference of the sample to be measured. There is a method of utilizing expansion and contraction of the sample, or a method of separately measuring the outer peripheral length of the sample to be measured and mechanically changing the distance between the electrodes based on the information. If the correlation equation is set, the correlation equation is calculated from the spatial change rate ζ or the voltage value | V1-V2 | of the potential measured with respect to the unknown visceral fat amount sample and the characteristic amount reflecting the size of the human body 1. The visceral fat amount m can be calculated according to

【0020】図1(あるいは図2)において、測定用電
極21−22間(あるいは21´−22´間)の距離は
最適な範囲に設定することが好ましい。電極21と電極
22との距離が小さすぎると、電極21−22間に十分
な電位差が発生せず、測定感度上好ましくない。この観
点から、電極21−22間の距離は通常3cm以上であ
ることが好ましい。一方、電極21と電極22との距離
が大きすぎると、測定電圧に皮下脂肪8の分布や量の影
響が現れるため、電極間距離は外周長の1/6以下であ
ることが好ましい。また、この時に用いる電極の形状と
してはたとえば円盤状や矩形状のものを用いることがで
きる。このうち、図6に示すように、電極のエッジ間距
離Ledgeがエッジに沿って一定に保たれる矩形電極や半
円形電極が好ましい。また、電極の大きさとしては、電
極形状が円盤状の場合、たとえば直径0.6cm〜3.
5cmの電極を用いることができ、特に直径1.5cm
〜2.5cmの電極を用いることが好ましい。電極形状
が矩形状の場合、たとえば、横幅0.6〜3cm、縦幅
1.5〜7cmの電極を用いることができる。
In FIG. 1 (or FIG. 2), it is preferable to set the distance between the measuring electrodes 21-22 (or 21'-22 ') to an optimum range. If the distance between the electrodes 21 and 22 is too small, a sufficient potential difference does not occur between the electrodes 21 and 22, which is not preferable in terms of measurement sensitivity. From this viewpoint, it is preferable that the distance between the electrodes 21 and 22 is usually 3 cm or more. On the other hand, if the distance between the electrode 21 and the electrode 22 is too large, the distribution and amount of the subcutaneous fat 8 will affect the measurement voltage, so the distance between the electrodes is preferably ⅙ or less of the outer peripheral length. The shape of the electrode used at this time may be, for example, a disk shape or a rectangular shape. Among these, as shown in FIG. 6, a rectangular electrode or a semicircular electrode in which the distance Ledge between the edges of the electrodes is kept constant along the edges is preferable. As for the size of the electrode, when the electrode is disc-shaped, for example, the diameter is 0.6 cm to 3.
5 cm electrodes can be used, especially 1.5 cm diameter
It is preferred to use ~ 2.5 cm electrodes. When the electrode shape is rectangular, for example, an electrode having a horizontal width of 0.6 to 3 cm and a vertical width of 1.5 to 7 cm can be used.

【0021】次に第2実施例を説明する。図7に示す第
2実施例の体脂肪測定装置は、人体1の外周上に人体1
を挟んで略対向して配置された二つの電流用電極2,3
と、電流源4と、人体1の外周上で二つの電流用電極2
−3間の略中間の位置に、隣接する電極間の距離を外周
長に比べ十分に短くして配置された四つの測定用電極2
1〜24と、測定用電極21〜24の電位を測定するた
めの基準電位17と、基準電位17と測定用電極21〜
24とを結ぶための切換えスイッチ16と、四つの測定
用電極21〜24の電位を測定する電圧計7と、人体1
の外周長U及び測定用電極の位置のデータを入力するデ
ータ入力装置33と、電圧計7で測定された電圧値とデ
ータ入力装置33から入力された外周長U及び電極位置
のデータと人体1の大きさを反映する特性量のべき乗と
に基づいて人体1内部に存在する内臓脂肪10の量を算
出する体脂肪算出部25とを備える。電流用電極2,3
の人体上の位置は、例えばそれぞれ背中周辺と腹部周
辺、あるいは両脇腹部などに配置できるが、内臓脂肪量
を測定する精度の観点からは、背中周辺と腹部周辺に配
置するのが好ましい。
Next, a second embodiment will be described. The body fat measuring device according to the second embodiment shown in FIG.
Two current electrodes 2 and 3 which are arranged substantially opposite to each other with the electrode in between.
, The current source 4, and the two current electrodes 2 on the outer circumference of the human body 1.
Measurement electrodes 2 arranged at a position approximately in the middle between −3 and with the distance between adjacent electrodes being sufficiently shorter than the outer circumference length.
1 to 24, a reference potential 17 for measuring the potentials of the measurement electrodes 21 to 24, a reference potential 17 and the measurement electrodes 21 to 21.
A changeover switch 16 for connecting to 24, a voltmeter 7 for measuring the potentials of the four measuring electrodes 21 to 24, and a human body 1
Data input device 33 for inputting the data of the outer peripheral length U and the position of the measuring electrode, the voltage value measured by the voltmeter 7, the data of the outer peripheral length U and the electrode position input from the data input device 33, and the human body 1 And a body fat calculator 25 that calculates the amount of the visceral fat 10 existing inside the human body 1 based on the power of the characteristic amount that reflects the size of the body fat. Current electrodes 2, 3
The positions on the human body can be arranged, for example, around the back and the abdomen, or on both sides of the abdomen, but from the viewpoint of the accuracy of measuring the amount of visceral fat, it is preferable to arrange the positions around the back and the abdomen.

【0022】次に、体脂肪測定方法を説明する。まず、
電流源4は、人体1の外周上に人体1を挟んで略対向し
て配置した電流用電極2−3間に電流を流し、切換えス
イッチ16を切換えながら、電圧計7は、測定用電極2
1〜24と基準電位17との間の電圧値V1〜V4をそ
れぞれ測定し、体脂肪算出部25は、電圧計7で測定さ
れた電圧値V1〜V4とデータ入力装置33から入力さ
れた外周長U及び電極位置のデータとに基づいて電位の
空間変化率ζを求め、その空間変化率ζに人体1の大き
さを反映する特性量のべき乗を乗じた値から内臓脂肪1
0の量mを算出する。
Next, a body fat measuring method will be described. First,
The current source 4 causes a current to flow between the current electrodes 2-3 arranged substantially opposite to each other on the outer periphery of the human body 1 with the human body 1 interposed therebetween, and while the changeover switch 16 is switched, the voltmeter 7 displays the measurement electrode 2
The voltage values V1 to V4 between 1 to 24 and the reference potential 17 are measured, and the body fat calculation unit 25 measures the voltage values V1 to V4 measured by the voltmeter 7 and the outer circumference input from the data input device 33. Based on the length U and the data of the electrode position, the spatial change rate ζ of the electric potential is obtained, and the spatial change rate ζ is multiplied by the power of the characteristic amount that reflects the size of the human body 1
The quantity m of 0 is calculated.

【0023】電圧値V1〜V4から電位の空間変化率ζ
を求めるにはたとえば以下のようにすればよい。図8に
示すように、人体1の表面上の一点から測定用電極の中
心点までの距離xで表した電極21,22,23,24
の位置x1,x2,x3,x4を、データ入力装置33
に入力しておく。体脂肪算出部25は、データ入力装置
33から入力されたx1,x2,x3,x4を用いて、
電極21−22間距離L12=x2−x1、電極22−
23間距離L23=x3−x2、電極23−24間距離
L34=x4−x3を計算し、これらから各電極間の電
位の局所的な空間変化率ζ12=|V1−V2|・U/
L12、ζ23=|V2−V3|・U/L23、ζ34
=|V3−V4|・U/L34を求める。電位の空間変
化率ζは、最も簡単には、局所的な空間変化率ζ12,
ζ23,ζ34の算術平均から求めることができる。ま
た、ζ12,ζ23,ζ34の中の最小のものをζとし
てもよいし、あるいは、図9に示すように、x/U=
(x1+x2)/2Uにζ12を、x/U=(x2+x
3)/2Uにζ23を、x/U=(x3+x4)/2U
にζ34をプロットし、これら3点を二次関数でフィッ
ティングしたときの二次関数の極小値ζminを電位の
空間変化率ζとしてもよい。
Spatial change rate ζ of potential from voltage values V1 to V4
For example, the following may be done. As shown in FIG. 8, the electrodes 21, 22, 23, 24 represented by the distance x from one point on the surface of the human body 1 to the center point of the measuring electrode.
The positions x1, x2, x3, x4 of the
Enter in. The body fat calculation unit 25 uses x1, x2, x3, x4 input from the data input device 33,
Distance L12 between electrodes 21-22 = x2-x1, electrode 22-
The distance L23 between 23 and L23 = x3-x2 and the distance L34 between electrodes 23-24 = x4-x3 are calculated, and from these, the local spatial change rate of the potential between the electrodes ζ12 = | V1-V2 | · U /
L12, ζ23 = | V2-V3 | · U / L23, ζ34
= | V3-V4 | .U / L34 is calculated. The spatial variation rate ζ of the electric potential is most simply the local spatial variation rate ζ 12,
It can be obtained from the arithmetic mean of ζ23 and ζ34. Alternatively, the minimum one of ζ12, ζ23, ζ34 may be ζ, or, as shown in FIG. 9, x / U =
Ζ12 for (x1 + x2) / 2U and x / U = (x2 + x
3) / 2U, ζ23, x / U = (x3 + x4) / 2U
It is also possible to plot ζ34 on the above and to use the minimum value ζmin of the quadratic function when these three points are fitted with the quadratic function as the spatial change rate ζ of the potential.

【0024】このようにして定めた電位の空間変化率ζ
を用いて、第1実施例と同様な方法で、内臓脂肪量ある
いは総脂肪量(内臓脂肪量と皮下脂肪量の和)を算出す
ることができる。
Spatial change rate ζ of the potential thus determined
Using, the visceral fat amount or total fat amount (sum of visceral fat amount and subcutaneous fat amount) can be calculated by the same method as in the first embodiment.

【0025】次に第3実施例を説明する。図10に示す
第3実施例の体脂肪測定装置は、図7に示す体脂肪測定
装置の中の基準電位17を、人体1上、特に電極24に
とったものである。図10において、切換えスイッチ1
6は測定用基準電極24と測定用電極21〜23とを結
ぶための切換えを行い、電圧計7は測定用基準電極24
と測定用電極21〜23との間に発生する電圧を測定す
る。
Next, a third embodiment will be described. The body fat measuring apparatus according to the third embodiment shown in FIG. 10 has the reference potential 17 in the body fat measuring apparatus shown in FIG. 7 on the human body 1, particularly at the electrode 24. In FIG. 10, the changeover switch 1
6 performs switching for connecting the measurement reference electrode 24 and the measurement electrodes 21 to 23, and the voltmeter 7 indicates the measurement reference electrode 24.
And the voltage generated between the measurement electrodes 21 to 23 is measured.

【0026】図10に示す体脂肪測定装置では以下のよ
うな方法で体脂肪量を測定する。まず、電流源4は、電
流用電極2−3間に電流を流し、切換えスイッチ16を
切換えながら、電圧計7は、測定用電極21〜23と測
定用基準電極24との間の電圧V1〜V3をそれぞれ測
定し、体脂肪算出部25は、電圧計7で測定された電圧
値V1〜V3とデータ入力装置33から入力された外周
長U及び電極位置のデータとに基づいて電位の空間変化
率ζを求め、その空間変化率ζに人体1の大きさを反映
する特性量のべき乗を乗じた値から内臓脂肪10の量m
を算出する。
The body fat measuring device shown in FIG. 10 measures the body fat amount by the following method. First, the current source 4 causes a current to flow between the current electrodes 2-3, and while the changeover switch 16 is being switched, the voltmeter 7 causes the voltages V1 to V1 between the measurement electrodes 21 to 23 and the measurement reference electrode 24. V3 is measured, and the body fat calculator 25 changes the potential spatially based on the voltage values V1 to V3 measured by the voltmeter 7 and the data of the outer peripheral length U and the electrode position input from the data input device 33. The ratio m of the visceral fat 10 is calculated from the value obtained by multiplying the spatial change ratio ζ by the power of the characteristic amount that reflects the size of the human body 1.
To calculate.

【0027】電圧値V1〜V3から電位の空間変化率ζ
を求めるには、第2実施例における空間変化率ζ34を
ζ34=V3・U/L34に置換えるだけで、第2実施
例と同様にして行うことができる。このようにして定め
られた電位の空間変化率ζを用いて第1実施例と同様な
方法で、内臓脂肪量あるいは総脂肪量(内臓脂肪量と皮
下脂肪量の和)を算出することができる。
Spatial change rate ζ of potential from voltage values V1 to V3
The above can be obtained in the same manner as in the second embodiment by simply replacing the spatial change rate ζ34 in the second embodiment with ζ34 = V3 · U / L34. The visceral fat amount or total fat amount (sum of visceral fat amount and subcutaneous fat amount) can be calculated by the same method as in the first embodiment using the spatial change rate ζ of the potential thus determined. .

【0028】次に第4実施例を説明する。図11に示す
第4実施例の体脂肪測定装置は、図1に示す体脂肪測定
装置の中の基準電位17を、人体1上、特に電極22に
とったものである。電圧計7は測定用基準電極22と測
定用電極21との間に発生する電圧Vを測定する。
Next, a fourth embodiment will be described. The body fat measuring device according to the fourth embodiment shown in FIG. 11 uses the reference potential 17 in the body fat measuring device shown in FIG. 1 on the human body 1, particularly on the electrode 22. The voltmeter 7 measures the voltage V generated between the measurement reference electrode 22 and the measurement electrode 21.

【0029】図11に示す体脂肪測定装置では以下のよ
うな方法で体脂肪量を測定する。まず、電流源4は、電
流用電極2−3間に電流を流し、電圧計7は、測定用電
極21と測定用基準電極22との間の電圧Vを測定し、
体脂肪算出部25は、電圧計7で測定された電圧値Vと
別に測定した人体1の大きさを反映する特性量のべき乗
とから内臓脂肪10の量mを算出する。具体的には、第
1実施例の記載における電圧値|V1−V2|を電圧値
Vに置換えるだけで、第1実施例と同様な方法で、内臓
脂肪量あるいは総脂肪量(内臓脂肪量と皮下脂肪量の
和)を算出することができる。
The body fat measuring device shown in FIG. 11 measures the body fat amount by the following method. First, the current source 4 sends a current between the current electrodes 2-3, and the voltmeter 7 measures the voltage V between the measurement electrode 21 and the measurement reference electrode 22,
The body fat calculation unit 25 calculates the amount m of the visceral fat 10 from the voltage value V measured by the voltmeter 7 and the power of the characteristic amount that reflects the size of the human body 1 measured separately. Specifically, by simply replacing the voltage value | V1-V2 | in the description of the first embodiment with the voltage value V, the visceral fat amount or total fat amount (visceral fat amount) can be obtained in the same manner as in the first embodiment. And the sum of subcutaneous fat amount) can be calculated.

【0030】次に第5実施例を説明する。第5実施例の
体脂肪測定装置は、図11に示す体脂肪測定装置に、図
14に示す体脂肪測定装置を追加した。図14に示す体
脂肪測定装置は、被測定体である人体1の例えば腹部の
外周上に、該人体1を挟んで略対向して配置した二つの
電流用電極2,3と、電流源4と、電極2の近傍に配置
した測定用電極42と、電極3の近傍に配置した測定用
電極43と、二つの測定用電極42−43間に発生する
電圧を測定する電圧計7と、電圧計7で測定された電圧
値を入力する体脂肪算出部25を備える。電流用電極
2,3の人体上の位置は、例えばそれぞれ背中周辺と腹
部周辺、あるいは両脇腹部などに配置できるが、脂肪量
を測定する精度の観点からは、背中周辺と腹部周辺に配
置するのが好ましい。又、図15に示すように、電極3
の近傍に配置すべき測定用電極43’は、電極3を挟ん
で電極43と略対称な位置に配置することもできる。
Next, a fifth embodiment will be described. The body fat measuring device according to the fifth embodiment has the body fat measuring device shown in FIG. 14 added to the body fat measuring device shown in FIG. The body fat measuring device shown in FIG. 14 includes two current electrodes 2 and 3 arranged substantially opposite to each other with the human body 1 interposed therebetween on the outer periphery of, for example, the abdomen of the human body 1 as a measured body, and a current source 4. A measuring electrode 42 arranged near the electrode 2, a measuring electrode 43 arranged near the electrode 3, a voltmeter 7 for measuring the voltage generated between the two measuring electrodes 42-43, and a voltage The body fat calculator 25 is provided for inputting the voltage value measured by the total 7. The positions of the current electrodes 2 and 3 on the human body can be arranged, for example, around the back and around the abdomen, or on both sides of the abdomen, but from the viewpoint of accuracy in measuring fat mass, they are arranged around the back and around the abdomen. Is preferred. Also, as shown in FIG.
The measuring electrode 43 ′ to be arranged in the vicinity of can be arranged at a position substantially symmetrical to the electrode 43 with the electrode 3 interposed therebetween.

【0031】体脂肪測定方法を説明する。まず、図11
に示す測定装置において、電流源4は、電流用電極2−
3間に電流を流し、電圧計7は、測定用電極21−22
間に発生する第1電圧Vを測定する。次に、図14に示
す測定装置において、電流源4は、電流用電極2−3間
に電流を流し、電圧計7は、測定用電極42−43間に
発生する第2電圧V’を測定し、体脂肪算出部25は、
電圧計7で測定された第1電圧Vと第2電圧V’と人体
1の大きさを反映する特性量のべき乗に基づき、人体1
の内臓脂肪10の量mを算出する。第1電圧値Vを第2
電圧V’で補正するので、脂肪量mをより高精度に算出
することができる。
A method for measuring body fat will be described. First, FIG.
In the measuring device shown in FIG.
A current is passed between the three electrodes, and the voltmeter 7 displays the measurement electrodes 21-22.
The first voltage V generated between them is measured. Next, in the measuring device shown in FIG. 14, the current source 4 supplies a current between the current electrodes 2-3, and the voltmeter 7 measures the second voltage V ′ generated between the measurement electrodes 42-43. Then, the body fat calculation unit 25
Based on the first voltage V and the second voltage V ′ measured by the voltmeter 7 and the exponentiation of the characteristic amount that reflects the size of the human body 1, the human body 1
The amount m of the visceral fat 10 of is calculated. The first voltage value V is set to the second
Since the correction is performed with the voltage V ′, the fat amount m can be calculated with higher accuracy.

【0032】第1電圧V及び第2電圧V’と脂肪量mと
を関連付ける相関式は、たとえばm=a0+a1・(V
・U/L12)・W1・W2+a2・V’W1・W2又
はm=a0+a1・(V・U/L12)・U+a2
・V’・Uなどとなる。あるいは、W1・W2やU
を独立変数にとってm=a0+a1・(V・U/L1
2)・W1・W2+a2・V’W1・W2+a3・W1
・W2又はm=a0+a1・(V・U/L12)・U
+a2・V’・U+a3・Uとして相関式の精度
を向上させることもできる。ここに、a0,a1,a
2,a3は回帰係数であり、L12は電極21−22間
の距離である。
A correlation equation for associating the first voltage V and the second voltage V'with the fat amount m is, for example, m = a0 + a1. (V
・ U / L12) ・ W1 ・ W2 + a2 ・ V'W1 ・ W2 or m = a0 + a1 ・ (V ・ U / L12) ・ U 2 + a2
・ V '・ U 2 etc. Alternatively, W1, W2 or U
2 = independent variable m = a0 + a1. (V.U / L1
2) · W1 · W2 + a2 · V'W1 · W2 + a3 · W1
・ W2 or m = a0 + a1 ・ (V ・ U / L12) ・ U 2
The accuracy of the correlation equation can be improved by setting + a2 · V ′ · U 2 + a3 · U 2 . Where a0, a1, a
2, a3 are regression coefficients, and L12 is the distance between the electrodes 21-22.

【0033】次に、第6実施例を説明する。図12に示
す第6実施例の体脂肪測定装置は、複数の方向に順次電
流を流しながら人体1の内臓脂肪量を自動的に測定す
る。図12において、人体1の外周上には複数の電極2
6a〜26hが配置され、複数の電極26a〜26hは
電流電極選択用スイッチ27及び電圧電極選択用スイッ
チ28に接続されている。
Next, a sixth embodiment will be described. The body fat measuring device according to the sixth embodiment shown in FIG. 12 automatically measures the amount of visceral fat in the human body 1 while sequentially applying a current in a plurality of directions. In FIG. 12, a plurality of electrodes 2 are provided on the outer circumference of the human body 1.
6a to 26h are arranged, and the plurality of electrodes 26a to 26h are connected to the current electrode selection switch 27 and the voltage electrode selection switch 28.

【0034】データ入力装置33から入力された電極選
択用データをコンピュータ35からの指示で電流電極選
択用スイッチ27に伝え、電流電極選択用スイッチ27
によって、複数の電極26a〜26hのうちいずれか二
つを電流用電極として選択する。交流発振器29の出力
を電圧・電流変換器30により変換して印加すること
で、電流用電極間に所定の電流を流すことができる。
The electrode selection data input from the data input device 33 is transmitted to the current electrode selection switch 27 according to an instruction from the computer 35, and the current electrode selection switch 27 is transmitted.
According to the above, any two of the plurality of electrodes 26a to 26h are selected as the current electrodes. By converting the output of the AC oscillator 29 by the voltage / current converter 30 and applying it, a predetermined current can be passed between the current electrodes.

【0035】コンピュータ35の指示に従って電圧電極
選択スイッチ28により残りの電極から選択した測定用
電極間の電圧値を差動増幅器31及びA/D変換器32
を介してコンピュータ35に取り込む。以上の処理を、
コンピュータ35の指示に従って電流用電極及び測定用
電極を順次選択しながら繰り返す。コンピュータ35に
取り込まれた電圧データは標準電流を流した時に発生す
る電圧値に変換された後、データ入力装置33からコン
ピュータ35に入力された人体1の大きさを反映する特
性量とともに、予めデータ入力装置33から入力されて
いた、電圧と人体1の大きさを反映する特性量と内臓脂
肪の量mとの相関式に当てはめられ、内臓脂肪量mが求
められる。内臓脂肪量mはコンピュータ35からデータ
出力装置34に送られ、表示される。
According to the instruction of the computer 35, the voltage value between the measurement electrodes selected from the remaining electrodes by the voltage electrode selection switch 28 is used as the differential amplifier 31 and the A / D converter 32.
Via the computer to the computer 35. The above process
According to the instruction of the computer 35, the current electrode and the measurement electrode are sequentially selected and repeated. The voltage data taken into the computer 35 is converted into a voltage value generated when a standard current is applied, and then the data is input in advance together with a characteristic amount that reflects the size of the human body 1 input to the computer 35 from the data input device 33. The visceral fat mass m is obtained by applying the correlation expression between the characteristic amount reflecting the voltage and the size of the human body 1 and the visceral fat amount m input from the input device 33. The visceral fat mass m is sent from the computer 35 to the data output device 34 and displayed.

【0036】ここで、複数の電極26a〜26hに対し
て、例えば、図13(a)及び図13(b)に示すよう
な電流用電極及び測定用電極の配置となるように順次電
極を選択して2個の電圧V1’,V2’を測定し、別に
測定した人体1の縦幅W1と横幅W2または外周長Uと
ともに、回帰係数a0,a1,a2を用いて、第4実施
例と同様な相関式m=a0+a1・ζ1・W1・W2+
a2・ζ2・W1・W2またはm=a0+a1・ζ1・
+a2・ζ2・Uに当てはめることにより、人体
1の内部に存在する内臓脂肪10の量を高精度で測定す
る。ここでζ1,ζ2はV1’,V2’から計算した電
位の空間変化率であり、電極21−22間の距離L12
を用いて、たとえばζ1=V1’・U/L12,ζ2=
V2’・U/L12と表される。なお、背骨のごく周囲
は、体表面が凹凸していて設置した電極が肌との間の接
触不良を起こしやすい。このため、電極3を腹部のへそ
近傍、電極2を背骨の左脇及び右脇の略左右対称な位置
に配置することで、精度よく測定できる。
Here, with respect to the plurality of electrodes 26a to 26h, the electrodes are sequentially selected so that, for example, the current electrodes and the measurement electrodes are arranged as shown in FIGS. 13 (a) and 13 (b). Then, two voltages V1 ′ and V2 ′ are measured, and the regression coefficients a0, a1 and a2 are used together with the vertical width W1 and the horizontal width W2 or the outer peripheral length U of the human body 1 which are separately measured, as in the fourth embodiment. Correlation equation m = a0 + a1.zeta.W1.W2 +
a2 · ζ2 · W1 · W2 or m = a0 + a1 · ζ1 ·
The amount of the visceral fat 10 existing inside the human body 1 is measured with high accuracy by applying it to U 2 + a2 · ζ2 · U 2 . Here, ζ1 and ζ2 are the spatial change rates of the potential calculated from V1 ′ and V2 ′, and the distance L12 between the electrodes 21-22 is L12.
Using, for example, ζ1 = V1 ′ · U / L12, ζ2 =
It is expressed as V2 ′ · U / L12. It should be noted that in the very periphery of the spine, the surface of the body is uneven, and the electrode installed is likely to cause poor contact with the skin. Therefore, by arranging the electrode 3 in the vicinity of the abdomen of the abdomen and the electrode 2 in the left and right sides of the spine at substantially left-right symmetrical positions, accurate measurement can be performed.

【0037】また、第1乃至第6の実施例において、複
数の周波数の電流で測定を行って、それらの測定結果を
比較することにより、測定結果の信頼性が高まる。
In addition, in the first to sixth embodiments, the reliability of the measurement result is enhanced by measuring with currents of a plurality of frequencies and comparing the measurement results.

【0038】(第2の実施の形態)第2の実施の形態の
体脂肪測定方法及びその装置は、人体の皮下脂肪の断面
積などの皮下脂肪量と内臓脂肪の断面積などの内臓脂肪
量との和の値を測定する。
(Second Embodiment) A body fat measuring method and apparatus according to a second embodiment are used for measuring a subcutaneous fat amount such as a subcutaneous fat cross-sectional area of a human body and a visceral fat amount such as a visceral fat cross-sectional area. Measure the sum of and.

【0039】図14に示す第2の実施の形態の第1の実
施例の体脂肪測定装置は、被測定体である人体1の例え
ば腹部の外周上に、該人体1を挟んで略対向して配置し
た二つの電流用電極2,3と、電流源4と、電極2の近
傍に配置した測定用電極42と、電極3の近傍に配置し
た測定用電極43と、二つの測定用電極42−43間に
発生する電圧を測定する電圧計7と、電圧計7で測定さ
れた電圧に基づいて人体1の皮下脂肪8の断面積と内臓
脂肪10の断面積の和を算出する体脂肪算出部25を備
える。電流用電極2,3の人体上の位置は、例えばそれ
ぞれ背中周辺と腹部周辺、あるいは両脇腹部などに配置
できるが、脂肪量を測定する精度の観点からは、背中周
辺と腹部周辺に配置するのが好ましい。又、図15に示
すように、電極3の近傍に配置すべき測定用電極43′
は、電極3を挟んで電極43と略対称な位置に配置する
こともできる。また、人体1に横断的に電流を流せるな
らば、人体1の外周上に配置する電流用電極の数は、図
16に示すように‘2’より多くてもよい。
The body fat measuring apparatus according to the first example of the second embodiment shown in FIG. 14 is arranged so as to face the human body 1 which is the body to be measured, for example, on the outer circumference of the abdomen with the human body 1 interposed therebetween. Two current electrodes 2 and 3, which are arranged as a current source, a current source 4, a measurement electrode 42 arranged near the electrode 2, a measurement electrode 43 arranged near the electrode 3, and two measurement electrodes 42. Voltmeter 7 for measuring the voltage generated between −43, and body fat calculation for calculating the sum of the cross-sectional areas of subcutaneous fat 8 and visceral fat 10 of human body 1 based on the voltage measured by voltmeter 7. The unit 25 is provided. The positions of the current electrodes 2 and 3 on the human body can be arranged, for example, around the back and around the abdomen, or on both sides of the abdomen, but from the viewpoint of accuracy in measuring fat mass, they are arranged around the back and around the abdomen. Is preferred. Further, as shown in FIG. 15, the measuring electrode 43 ′ to be arranged in the vicinity of the electrode 3.
Can also be arranged at a position substantially symmetrical to the electrode 43 with the electrode 3 interposed therebetween. Further, if a current can be passed across the human body 1, the number of current electrodes arranged on the outer circumference of the human body 1 may be larger than '2' as shown in FIG.

【0040】次に体脂肪測定方法を説明する。まず、図
14に示す測定装置において、電流源4は、電流用電極
2−3間に電流を流し、電圧計7は、測定用電極42と
測定用電極43との間に発生する電圧Vを測定し、体脂
肪算出部25は、電圧計7で測定された電圧値Vから、
人体1の皮下脂肪8の断面積と内臓脂肪10の断面積と
の和m′を算出する。また、総脂肪量(皮下脂肪量と内
臓脂肪量の和)の多い人は概して内臓脂肪量も多いとい
う相関があるため、電圧Vを用いて人体1の内臓脂肪1
0の断面積mを算出することもできる。
Next, a body fat measuring method will be described. First, in the measuring device shown in FIG. 14, the current source 4 causes a current to flow between the current electrodes 2-3, and the voltmeter 7 measures the voltage V generated between the measurement electrodes 42 and 43. From the voltage value V measured by the voltmeter 7, the body fat calculation unit 25
The sum m ′ of the cross-sectional area of the subcutaneous fat 8 and the cross-sectional area of the visceral fat 10 of the human body 1 is calculated. Further, there is a correlation that a person with a large total fat amount (the sum of the subcutaneous fat amount and the visceral fat amount) generally has a large visceral fat amount.
A cross-sectional area m of 0 can also be calculated.

【0041】なお、電流源4については、第1の実施の
形態で既に説明したので、ここではその詳細な説明は省
略する。
Since the current source 4 has already been described in the first embodiment, its detailed description is omitted here.

【0042】図14に示すように、人体1に対し略横断
する方向に電流を流したときに発生する電圧が、人体1
の電気抵抗の主要部を占める脂肪量と何らかの相関があ
ることは容易に予測されたが、驚くことに、電圧値V
は、外周に電極を配置した断面又はその近傍の断面にお
ける人体1の全断面積に対する、該人体1の皮下脂肪8
の断面積と内臓脂肪10の断面積との和の値の比(相対
値)を正確に反映していた。さらに、意外なことに、電
圧値に人体1の大きさを反映する特性量のべき乗を乗じ
ることによって、その値は該断面上の皮下脂肪8の断面
積と内臓脂肪10の断面積との和(絶対値)と極めて強
い相関を示した。
As shown in FIG. 14, the voltage generated when a current is passed in a direction substantially transverse to the human body 1 is
It was easily predicted that there was some correlation with the amount of fat that occupies the major part of the electric resistance of
Is the subcutaneous fat 8 of the human body 1 with respect to the total cross-sectional area of the human body 1 in the cross section in which electrodes are arranged on the outer periphery or in the vicinity thereof.
It accurately reflected the ratio (relative value) of the sum of the cross-sectional area of and the cross-sectional area of visceral fat 10. Further, surprisingly, by multiplying the voltage value by the power of the characteristic amount that reflects the size of the human body 1, the value is the sum of the cross-sectional area of the subcutaneous fat 8 and the cross-sectional area of the visceral fat 10 on the cross section. It showed a very strong correlation with (absolute value).

【0043】皮下脂肪8と内臓脂肪10の量の和m’の
定量的な算出のため、電圧Vと脂肪量m′とを関係付け
る相関式あるいは電圧Vと人体1の大きさを反映する特
性量のべき乗との積、例えばV×W1×W2又はV×U
と、脂肪量m’とを関係付ける相関式を予め作成して
おく。
In order to quantitatively calculate the sum m ′ of the amounts of subcutaneous fat 8 and visceral fat 10, a correlation equation relating the voltage V and the fat amount m ′ or a characteristic reflecting the voltage V and the size of the human body 1. Product of powers of quantity, eg V × W1 × W2 or V × U
A correlation equation that relates 2 to the fat amount m ′ is created in advance.

【0044】具体的には、同じ媒体で構成されている
が、種々の量m’をもつサンプルを複数用意し、それら
に対して前述の方法で測定した電圧値VあるいはV×W
1×W2又はV×Uと、実際の脂肪量m’の相関式を
作成する。電圧値Vの測定では、全てのサンプルで流す
電流を同一にするか、あるいは、サンプル毎に異なる電
流を流し、得られた電圧値を同一の電流量を流したとき
に発生する電圧値に換算する。大きさを反映する特性量
W1,W2及びUの測定には、例えば、巻き尺やものさ
し等の測長器を使うことができる。皮下脂肪及び内臓脂
肪の断面積を測定する方法として、X線CT法やMRI
法から得られた断層像から求める方法、あるいはサンプ
ルが人体でない場合にはサンプルを機械的に切断しその
切断面から直接的に断面積を測定する方法などがある。
予め内部構造のわかっているサンプルを用いてもよい。
なお、断層像から断面積を算出する場合、電流の拡がり
を考慮して、該断面だけでなく、その近傍の断層像をも
撮影し、それらの複数枚の断層像の平均から脂肪の断面
積を算出すると精度が向上する。
Specifically, a plurality of samples, which are composed of the same medium but have various amounts m ', are prepared, and the voltage value V or V × W measured by the above-mentioned method is applied to them.
A correlation formula between 1 × W2 or V × U 2 and the actual fat amount m ′ is created. In the measurement of the voltage value V, the currents flowing in all the samples are made the same, or different currents are made to flow in each sample, and the obtained voltage values are converted into the voltage values generated when the same amount of current is made to flow. To do. For measuring the characteristic quantities W1, W2 and U reflecting the size, for example, a length measuring device such as a tape measure or a ruler can be used. As a method of measuring the cross-sectional area of subcutaneous fat and visceral fat, X-ray CT method or MRI
There is a method of obtaining from a tomographic image obtained by the method, or a method of mechanically cutting the sample and measuring the cross-sectional area directly from the cut surface when the sample is not a human body.
A sample whose internal structure is known in advance may be used.
When calculating the cross-sectional area from a tomographic image, taking into consideration the spread of the current, not only the cross-section but also a tomographic image in the vicinity of the cross-sectional image is taken, and the cross-sectional area of fat is calculated from the average of these tomographic images. The accuracy is improved by calculating

【0045】相関式は多変量解析手法を用いて線形多項
式で近似して表せ、量m’が皮下脂肪8と内臓脂肪10
の断面積の和の、人体1の全断面積に対する比(相対
値)を表す場合、回帰係数a0、a1・a2を用いて、
たとえばm’=a0+a1・V+a2・L/Uとなる。
ここで、Lは電極2−42間の距離又は電極3−43間
の距離である。あるいは、量m’が皮下脂肪8と内臓脂
肪10の断面積の和(絶対値)を表す場合、相関式は
m’=a0+a1・V・W1・W2あるいはm’=a0
+a1・V・Uとなる。あるいは、W1・W2やU
を独立変数にとり且つ回帰係数a3を用いて、m’=a
0+a1・V・W1・W2+a2・W1・W2+a3・
W1・W2・L/U又はm’=a0+a1・V・U
a2・U+a3・U・L/Uなどとすることによ
り、相関式の精度を向上させることもできる。また、人
体1に対して別の電流路で測定した別の電圧V’を用い
て、m’=a0+a1・V・W1・W2+a2・V’・
W1・W2又はm’=a0+a1・V・U+a2・
V’・Uとすることにより、相関式の精度を向上させ
ることもできる。人体1の大きさを反映する特性量のべ
き乗として、W1・W2やU 以外の量を選んだとき
には、その量を上式中のW1・W2やUと置き換えれ
ばよい。相関式が設定されれば、脂肪量の未知のサンプ
ルに対して測定された電圧値Vと人体1の大きさを反映
する特性量とから相関式に従って脂肪量m’を算出でき
る。
The correlation equation can be expressed by a linear polynomial approximation using a multivariate analysis method, and the amount m ′ is subcutaneous fat 8 and visceral fat 10
When expressing the ratio (relative value) of the sum of the cross-sectional areas of to the total cross-sectional area of the human body 1, using regression coefficients a0 and a1 · a2,
For example, m ′ = a0 + a1 · V + a2 · L / U.
Here, L is the distance between the electrodes 2-42 or the distance between the electrodes 3-43. Alternatively, when the amount m ′ represents the sum (absolute value) of the cross-sectional areas of the subcutaneous fat 8 and the visceral fat 10, the correlation equation is m ′ = a0 + a1 · V · W1 · W2 or m ′ = a0.
+ A1 · V · U 2 . Alternatively, W1, W2 and U 2
Is used as an independent variable and the regression coefficient a3 is used, m '= a
0 + a1 ・ V ・ W1 ・ W2 + a2 ・ W1 ・ W2 + a3 ・
W1 · W2 · L / U or m ′ = a0 + a1 · V · U 2 +
By setting a2 · U 2 + a3 · U 2 · L / U, etc., the accuracy of the correlation equation can be improved. Further, by using another voltage V ′ measured on another current path with respect to the human body 1, m ′ = a0 + a1 · V · W1 · W2 + a2 · V ′ ·
W1 · W2 or m ′ = a0 + a1 · V · U 2 + a2 ·
By setting V ′ · U 2 , the accuracy of the correlation equation can be improved. As power characteristic amount reflecting the size of the human body 1, when you select the amount of non-W1 · W2 and U 2 may be replaced with W1 · W2 and U 2 in the above formula the amount. If the correlation formula is set, the fat amount m ′ can be calculated according to the correlation formula from the voltage value V measured for the sample of unknown fat amount and the characteristic amount that reflects the size of the human body 1.

【0046】図14において、電流用電極2と測定用電
極42との距離は最適な範囲に設定することが好まし
い。電極2と電極42との距離があまり大きいと、皮下
脂肪8での電圧降下が測定電圧Vに占める割合が少なく
なり、測定精度が悪くなる。また、皮下脂肪8の厚みが
薄いサンプルに対して測定感度が悪くなる。距離があま
り小さいと、皮下脂肪8の厚みが厚いサンプルに対して
測定感度が悪くなり、又電極の形状やサイズあるいは電
極と人体1との間の接触状態が測定電圧値Vに影響して
好ましくない。電極2と電極42との距離はおおむね、
被測定サンプルにおける皮下脂肪8の厚みの0.3〜3
倍にするのが好ましい。例えば、人体の胴回りに電極を
配置して測定を行う場合には、電極2−42間の距離
(電極の中心間距離)を0.6cm〜12cmにするの
が好ましく、1cm〜6cmにするのがさらに好まし
い。またこのとき電極2−42間の距離を人体の外周長
Uに比例させて変化させることもできる。電極間の距離
を外周長に比例させて変化させる方法としては、ゴムな
どの伸縮性材料からなるベルトに電極を固定し、ベルト
を人体の外周に沿って巻いたときのベルトの伸縮を利用
する方法などがある。また電流用電極3と測定用電極4
3との距離も同様である。
In FIG. 14, it is preferable that the distance between the current electrode 2 and the measurement electrode 42 is set in an optimum range. If the distance between the electrode 2 and the electrode 42 is too large, the ratio of the voltage drop in the subcutaneous fat 8 to the measurement voltage V decreases, and the measurement accuracy deteriorates. In addition, the measurement sensitivity becomes poor for a sample in which the subcutaneous fat 8 is thin. If the distance is too small, the measurement sensitivity becomes poor for a sample having a large thickness of subcutaneous fat 8, and the shape or size of the electrode or the contact state between the electrode and the human body 1 affects the measured voltage value V, which is preferable. Absent. The distance between the electrode 2 and the electrode 42 is generally
0.3 to 3 of the thickness of subcutaneous fat 8 in the sample to be measured
It is preferable to double. For example, when the electrodes are arranged around the torso of the human body for measurement, the distance between the electrodes 2-42 (distance between the centers of the electrodes) is preferably 0.6 cm to 12 cm, and preferably 1 cm to 6 cm. Is more preferable. At this time, the distance between the electrodes 2-42 can be changed in proportion to the outer peripheral length U of the human body. As a method of changing the distance between the electrodes in proportion to the outer circumference length, the electrodes are fixed to a belt made of a stretchable material such as rubber, and the expansion and contraction of the belt when the belt is wound around the outer circumference of the human body is used. There are ways. In addition, the current electrode 3 and the measurement electrode 4
The distance from 3 is also the same.

【0047】電流用電極及び測定用電極の形状としては
たとえば円盤状や矩形状のものを用いることができる。
このうち、図6に示すように、電極のエッジ間距離Led
geがエッジに沿って一定に保たれる矩形電極や半円形電
極が好ましい。また、電極の大きさとしては、電極形状
が円盤状の場合、たとえば直径0.6cm〜3.5cm
の電極を用いることができ、特に直径1.5cm〜2.
5cmの電極を用いることが好ましい。電極形状が矩形
状の場合、たとえば、横幅0.6〜3cm、縦幅1.5
〜7cmの電極を用いることができる。
As the shape of the current electrode and the measurement electrode, for example, a disk shape or a rectangular shape can be used.
Of these, as shown in FIG. 6, the distance Led between the edges of the electrodes is
Rectangular or semi-circular electrodes are preferred, where ge is kept constant along the edges. The size of the electrode is, for example, a diameter of 0.6 cm to 3.5 cm when the electrode has a disk shape.
Can be used, and in particular, a diameter of 1.5 cm to 2.
It is preferable to use a 5 cm electrode. When the electrode shape is rectangular, for example, the horizontal width is 0.6 to 3 cm and the vertical width is 1.5.
An electrode of ~ 7 cm can be used.

【0048】次に第2実施例を説明する。図17に示す
第2実施例の体脂肪測定装置は、被測定体である人体1
の例えば腹部の外周上に、該人体1を挟んで略対向して
配置した二つの電流用電極2,3と、電流源4と、電極
3の近傍に配置した測定用電極44と、人体1の外周上
で二つの電流用電極2−3間の略中間の位置に配置した
測定用電極45と、二つの測定用電極44−45間に発
生する電圧を測定する電圧計7と、電圧計7で測定され
た電圧値に基づいて人体1の皮下脂肪8の断面積と内臓
脂肪10の断面積の和を算出する体脂肪算出部25を備
える。電流用電極2,3の人体上の位置は、例えばそれ
ぞれ背中周辺と腹部周辺、あるいは両脇腹部などに配置
できるが、脂肪量を測定する精度の観点からは、背中周
辺と腹部周辺に配置するのが好ましい。電流用電極3と
測定用電極44との距離は図14における電流用電極2
と測定用電極42との距離と同様な最適な範囲に設定す
ることが好ましい。
Next, a second embodiment will be described. The body fat measuring device according to the second embodiment shown in FIG.
Of the abdomen, for example, two current electrodes 2 and 3 arranged substantially opposite to each other with the human body 1 interposed therebetween, a current source 4, a measurement electrode 44 arranged near the electrode 3, and the human body 1 On the outer periphery of the measurement electrode 45 arranged at a substantially intermediate position between the two current electrodes 2-3, a voltmeter 7 for measuring the voltage generated between the two measurement electrodes 44-45, and a voltmeter. A body fat calculator 25 is provided that calculates the sum of the cross-sectional areas of the subcutaneous fat 8 and the visceral fat 10 of the human body 1 based on the voltage value measured in 7. The positions of the current electrodes 2 and 3 on the human body can be arranged, for example, around the back and around the abdomen, or on both sides of the abdomen, but from the viewpoint of accuracy in measuring fat mass, they are arranged around the back and around the abdomen. Is preferred. The distance between the current electrode 3 and the measurement electrode 44 is the current electrode 2 in FIG.
It is preferable to set in the optimum range similar to the distance between the measuring electrode 42 and the measuring electrode 42.

【0049】次に体脂肪測定方法を説明する。まず、図
17に示す測定装置において、電流源4は、電流用電極
2−3間に電流を流し、電圧計7は、測定用電極44及
び測定用電極45の間に発生する電圧Vを測定し、体脂
肪算出部25は、電圧計7で測定された電圧値Vから、
人体1の皮下脂肪8の断面積と内臓脂肪10の断面積と
の和m’を算出する。また、総脂肪量(皮下脂肪量と内
臓脂肪量の和)の多い人は概して内臓脂肪量も多いとい
う相関があるため、電圧Vを用いて人体1の内臓脂肪1
0の断面積mを算出することもできる。
Next, a method for measuring body fat will be described. First, in the measuring device shown in FIG. 17, the current source 4 causes a current to flow between the current electrodes 2-3, and the voltmeter 7 measures the voltage V generated between the measurement electrodes 44 and the measurement electrodes 45. Then, the body fat calculation unit 25 calculates from the voltage value V measured by the voltmeter 7 that
The sum m ′ of the cross-sectional area of the subcutaneous fat 8 and the cross-sectional area of the visceral fat 10 of the human body 1 is calculated. Further, there is a correlation that a person with a large total fat amount (the sum of the subcutaneous fat amount and the visceral fat amount) generally has a large visceral fat amount.
A cross-sectional area m of 0 can also be calculated.

【0050】皮下脂肪8と内臓脂肪10の量の和m’の
定量的な算出のため、電圧Vと脂肪量m’とを関係付け
る相関式あるいは電圧Vと人体1の大きさを反映する特
性量のべき乗との積、例えばV×W1×W2又はV×U
と、脂肪量m’とを関係付ける相関式を予め作成し
ておく。その作成は、第1実施例と同様な方法で行うこ
とができ、相関式は、第1実施例で示した相関式におい
て、Lを電極3−44間の距離と定義しなおしたもので
与えられる。この相関式に従って、脂肪量の未知のサン
プルに対して測定された電圧値Vと人体1の大きさを反
映する特性量とから脂肪量m’を算出できる。
In order to quantitatively calculate the sum m'of the amounts of subcutaneous fat 8 and visceral fat 10, a correlation equation relating the voltage V and the fat amount m'or a characteristic reflecting the voltage V and the size of the human body 1 Product of powers of quantity, eg V × W1 × W2 or V × U
A correlation equation that relates 2 to the fat amount m ′ is created in advance. The preparation can be performed by the same method as in the first embodiment, and the correlation equation is given by redefining L as the distance between the electrodes 3-44 in the correlation equation shown in the first embodiment. To be According to this correlation formula, the fat mass m ′ can be calculated from the voltage value V measured for the sample of unknown fat mass and the characteristic amount that reflects the size of the human body 1.

【0051】次に第3実施例を説明する。第3実施例の
体脂肪測定装置は、図14に示す体脂肪測定装置に、図
18に示す体脂肪測定装置を追加した。図18に示す体
脂肪測定装置は被測定体である人体1の例えば腹部の外
周上に、該人体1の外周長に比べ十分に距離を短くして
配置した二つの電流用電極2,3と、電流源4と、電極
2の近傍に配置した第1測定用電極5と、人体1を挟ん
で電流用電極2,3と略反対側の位置に配置した第2測
定用電極11と、測定用電極5−11間に発生した電圧
を測定する電圧計7と、電圧計7で測定された電圧値を
入力する体脂肪算出部25とを備える。
Next, a third embodiment will be described. In the body fat measuring device according to the third embodiment, the body fat measuring device shown in FIG. 18 is added to the body fat measuring device shown in FIG. The body fat measuring device shown in FIG. 18 includes two current electrodes 2 and 3 arranged on the outer circumference of, for example, the abdomen of the human body 1 as the body to be measured with a distance sufficiently shorter than the outer circumferential length of the human body 1. , A current source 4, a first measuring electrode 5 arranged in the vicinity of the electrode 2, a second measuring electrode 11 arranged substantially opposite to the current electrodes 2 and 3 with the human body 1 interposed therebetween, and A voltmeter 7 for measuring the voltage generated between the electrodes 5-11 for use and a body fat calculator 25 for inputting the voltage value measured by the voltmeter 7 are provided.

【0052】体脂肪測定方法を説明する。まず、図14
に示す測定装置において、電流源4は、電流用電極2−
3間に電流を流し、電圧計7は、測定用電極42−43
間に発生する第1電圧Vを測定する。次に、図18に示
す測定装置において、電流源4は、電流用電極2−3間
に電流を流し、電圧計7は、測定用電極5−11間に発
生する第2電圧V’を測定し、体脂肪算出部25は、電
圧計7で測定された第1電圧Vと第2電圧V’に基づ
き、人体1の皮下脂肪8の断面積と内臓脂肪10の断面
積との和m’を算出する。第1電圧値Vを第2電圧V’
で補正するので、脂肪量m’をより高精度に算出するこ
とができる。
The body fat measuring method will be described. First, FIG.
In the measuring device shown in FIG.
A current is passed between the three electrodes, and the voltmeter 7 displays the measurement electrodes 42-43.
The first voltage V generated between them is measured. Next, in the measuring device shown in FIG. 18, the current source 4 supplies a current between the current electrodes 2-3, and the voltmeter 7 measures the second voltage V ′ generated between the measurement electrodes 5-11. Then, the body fat calculation unit 25 calculates the sum m ′ of the cross-sectional areas of the subcutaneous fat 8 and the visceral fat 10 of the human body 1 based on the first voltage V and the second voltage V ′ measured by the voltmeter 7. To calculate. The first voltage value V is changed to the second voltage V '
Since the correction is performed by, the fat amount m ′ can be calculated with higher accuracy.

【0053】皮下脂肪8と内臓脂肪10の断面積の和
m’の定量的な算出のため、第1電圧V及び第2電圧
V’と脂肪量m’とを関係付ける相関式を予め作成して
おく。相関式は多変量解析手法を用いて線形多項式で近
似して表せ、量m’が皮下脂肪8と内臓脂肪10の断面
積の和の、人体1の全断面積に対する比(相対値)を表
す場合、たとえばm’=a0+a1・V+a2・V’+
a3・L1/U+a4・L2/U+a5・L2’/U+
a6・L2・L2’/Uとなる。ここで、a0〜a
6は回帰回数であり、L1は図14における電極2−4
2間の距離又は電極3−43間の距離を表し、L2は図
18の電極2−3間の距離を表し、L2’は図18の電
極2−5間の距離を表す。あるいは量m’が皮下脂肪8
と内臓脂肪10の断面積の和(絶対値)を表す場合、相
関式は、m’=a0+a1・V・ε+a2・V’・ε’
あるいはより精度を高めると、m’=a0+a1・V・
ε+a2・V’・ε’+(a3+a4・L1/U)・ε
+(a5+a6・L2/U+a7・L2’/U+a8・
L2・L2’/U)・ε’などとなる。ここで、a0
〜a8は回帰係数であり、またε、ε’は人体1の大き
さを反映する特性量のべき乗であり、たとえば、人体1
の断面の縦幅W1と横幅W2の積W1・W2や、外周長
Uの二乗Uなどを表す。このときのべき乗の指数は
‘1’や‘2’に限らず、最も相関が良くなるように決
めることができる。相関式が設定されれば、脂肪量の未
知のサンプルに対して測定された電圧値V、V’と人体
1の大きさを反映する特性量とから相関式に従って脂肪
量m’を算出できる。
In order to quantitatively calculate the sum m ′ of the cross-sectional areas of the subcutaneous fat 8 and the visceral fat 10, a correlation equation relating the first voltage V and the second voltage V ′ to the fat amount m ′ is prepared in advance. Keep it. The correlation expression can be expressed by approximation with a linear polynomial using a multivariate analysis method, and the amount m ′ represents the ratio (relative value) of the sum of the cross-sectional areas of the subcutaneous fat 8 and the visceral fat 10 to the total cross-sectional area of the human body 1. In this case, for example, m ′ = a0 + a1 · V + a2 · V ′ +
a3 ・ L1 / U + a4 ・ L2 / U + a5 ・ L2 '/ U +
the a6 · L2 · L2 '/ U 2. Where a0-a
6 is the number of regressions, and L1 is the electrode 2-4 in FIG.
2 or the distance between electrodes 3-43, L2 represents the distance between electrodes 2-3 in FIG. 18, and L2 ′ represents the distance between electrodes 2-5 in FIG. Or the amount m'is subcutaneous fat 8
When expressing the sum (absolute value) of the cross-sectional areas of and visceral fat 10, the correlation equation is m ′ = a0 + a1 · V · ε + a2 · V ′ · ε '
Or if the accuracy is increased, m '= a0 + a1.V.
ε + a2 ・ V '・ ε' + (a3 + a4 ・ L1 / U) ・ ε
+ (A5 + a6 ・ L2 / U + a7 ・ L2 '/ U + a8 ・
L2 · L2 ′ / U 2 ) · ε ′ and so on. Where a0
˜a8 are regression coefficients, and ε and ε ′ are powers of characteristic quantities that reflect the size of the human body 1, for example, human body 1
Represents the product W1 · W2 of the vertical width W1 and the horizontal width W2 of the cross section, the square U 2 of the outer peripheral length U, and the like. The exponent of the power at this time is not limited to '1' or '2', and it can be determined so that the correlation becomes the best. When the correlation equation is set, the fat amount m ′ can be calculated according to the correlation equation from the voltage values V and V ′ measured for the sample of unknown fat amount and the characteristic amount that reflects the size of the human body 1.

【0054】本実施例の体脂肪測定装置において、図1
8中の電流用電極及び測定用電極を人体1の外周上の他
の位置に配置し、図18における測定方法と同様にして
別の第2電圧を測定し、それらの複数の第2電圧値を第
1電圧値Vの補正に用いればさらに測定精度が向上す
る。
In the body fat measuring apparatus according to this embodiment, as shown in FIG.
The current electrodes and the measurement electrodes in 8 are arranged at other positions on the outer circumference of the human body 1, another second voltage is measured in the same manner as the measuring method in FIG. 18, and a plurality of second voltage values thereof are measured. Is used to correct the first voltage value V, the measurement accuracy is further improved.

【0055】また、本実施例の中の図18に示す体脂肪
測定装置にかえて図19に示す体脂肪測定装置を用いて
も、同様にして脂肪量m’を算出できる。図19に示す
測定装置は、人体1の外周上に人体1の外周長に比べて
十分に距離を短くして配置された二つの電流用電極2,
3と電流源4と、電極2,3の近傍に配置した測定用電
極5,6と、測定用電極5−6間に発生した第2電圧を
測定する電圧計7と、測定された電圧値を入力する体脂
肪算出部25とを備える。図18の測定装置で測定した
第2電圧V’の代わりに図19の測定装置で測定した第
2電圧V’を用いることによって、脂肪量m’を算出で
きる。
Further, the fat mass m ′ can be calculated in the same manner by using the body fat measuring device shown in FIG. 19 instead of the body fat measuring device shown in FIG. 18 in the present embodiment. The measuring device shown in FIG. 19 includes two current electrodes 2, which are arranged on the outer circumference of the human body 1 with a distance sufficiently shorter than the outer circumference of the human body 2.
3, a current source 4, measuring electrodes 5, 6 arranged in the vicinity of the electrodes 2, 3, a voltmeter 7 for measuring a second voltage generated between the measuring electrodes 5-6, and a measured voltage value. And a body fat calculation section 25 for inputting. By using the second voltage V ′ measured by the measuring apparatus of FIG. 19 instead of the second voltage V ′ measured by the measuring apparatus of FIG. 18, the fat mass m ′ can be calculated.

【0056】図18及び図19に示す体脂肪測定装置に
おいて、電極2と電極3との距離は、外周長Uの1/6
未満であることが好ましく、1/8以下であることがさ
らに好ましい。また、電極2−5間の距離及び電極3−
6間の距離はおおむね、被測定サンプルにおける皮下脂
肪8の平均厚みの0.5倍〜3倍にするのが好ましい。
例えば、1〜4cmの厚みの皮下脂肪をもつ人体の胴回
りを測定する場合、電極2−3間の距離(電極の中間距
離)を1cm〜15cmにするのが好ましく、2cm〜
10cmにするのがさらに好ましい。電極2−5間の距
離及び電極3−6間の距離(電極の中間距離)は0.6
cm〜10cmにするのが好ましく、1cm〜6cmに
するのがさらに好ましい。
In the body fat measuring device shown in FIGS. 18 and 19, the distance between the electrodes 2 and 3 is 1/6 of the outer circumference U.
It is preferably less than 1/8, more preferably 1/8 or less. In addition, the distance between the electrodes 2-5 and the electrode 3-
The distance between 6 is preferably about 0.5 to 3 times the average thickness of the subcutaneous fat 8 in the sample to be measured.
For example, when measuring the waist circumference of a human body having a subcutaneous fat with a thickness of 1 to 4 cm, the distance between the electrodes 2-3 (intermediate distance between the electrodes) is preferably 1 cm to 15 cm, and 2 cm to
More preferably, it is 10 cm. The distance between the electrodes 2-5 and the distance between the electrodes 3-6 (intermediate distance between the electrodes) are 0.6.
It is preferably from 10 to 10 cm, more preferably from 1 to 6 cm.

【0057】本実施例の中の図14に示す体脂肪測定装
置に代えて図17に示す体脂肪測定装置を用いても、同
様にして脂肪量m’を算出できる。
The body fat measuring apparatus shown in FIG. 17 may be used instead of the body fat measuring apparatus shown in FIG. 14 in the present embodiment to similarly calculate the fat mass m ′.

【0058】次に第4実施例を説明する。第4実施例の
体脂肪測定装置は、図14に示す体脂肪測定装置に、図
11に示す体脂肪測定装置を追加した。装置について
は、第2の実施の形態の第1実施例及び第1の実施の形
態の第4実施例ですでに説明したので、ここでは省略す
る。
Next, a fourth embodiment will be described. In the body fat measuring device according to the fourth embodiment, the body fat measuring device shown in FIG. 11 is added to the body fat measuring device shown in FIG. The apparatus has already been described in the first example of the second embodiment and the fourth example of the first embodiment, and will not be described here.

【0059】体脂肪測定方法を説明する。まず、図14
に示す測定装置において、電流源4は、電流用電極2−
3間に電流を流し、電圧計7は、測定用電極42−43
間に発生する第1電圧Vを測定する。次に、図11に示
す測定装置において、電流源4は、電流用電極2−3間
に電流を流し、電圧計7は、測定用電極21−22間に
発生する第2電圧V’を測定し、体脂肪算出部25は、
電圧計7で測定された第1電圧Vと第2電圧V’に基づ
き、人体1の皮下脂肪8の断面積と内臓脂肪10の断面
積との和m’を算出する。第1電圧値Vを第2電圧V’
で補正するので、脂肪量m’をより高精度に算出するこ
とができる。
The body fat measuring method will be described. First, FIG.
In the measuring device shown in FIG.
A current is passed between the three electrodes, and the voltmeter 7 displays the measurement electrodes 42-43.
The first voltage V generated between them is measured. Next, in the measuring device shown in FIG. 11, the current source 4 supplies a current between the current electrodes 2-3, and the voltmeter 7 measures the second voltage V ′ generated between the measurement electrodes 21-22. Then, the body fat calculation unit 25
Based on the first voltage V and the second voltage V ′ measured by the voltmeter 7, the sum m ′ of the cross-sectional areas of the subcutaneous fat 8 and the visceral fat 10 of the human body 1 is calculated. The first voltage value V is changed to the second voltage V '
Since the correction is performed by, the fat amount m ′ can be calculated with higher accuracy.

【0060】第1電圧V及び第2電圧V’と脂肪量m’
とを関係付ける相関式は量m’が皮下脂肪8と内臓脂肪
10の断面積の和の、人体1の全断面積に対する比(相
対値)を表す場合、たとえばm’=a0+a1・V+a
2・V’・U/L12となる。あるいは、量m’が皮下
脂肪8と内臓脂肪10の断面積の和(絶対値)を表す場
合、相関式はm’=a0+a1・V・W1・W2+a2
・V’・W1・W2・U/L12あるいはm’=a0+
a1・V・U+a2・V’・U/L12などと
なる。ここで、a0,a1,a2は回帰係数であり、L
12は電極21−22間の距離を表す。
First voltage V and second voltage V'and fat amount m '
When the amount m ′ represents the ratio (relative value) of the sum of the cross-sectional areas of the subcutaneous fat 8 and the visceral fat 10 to the total cross-sectional area of the human body 1, for example, m ′ = a0 + a1 · V + a
It becomes 2 · V ′ · U / L12. Alternatively, when the amount m ′ represents the sum (absolute value) of the cross-sectional areas of the subcutaneous fat 8 and the visceral fat 10, the correlation equation is m ′ = a0 + a1 · V · W1 · W2 + a2.
* V '* W1 * W2 * U / L12 or m' = a0 +
and so on a1 · V · U 2 + a2 · V '· U 3 / L12. Here, a0, a1, and a2 are regression coefficients, and L
12 represents the distance between the electrodes 21-22.

【0061】本実施例の中の図14に示す体脂肪測定装
置に代えて図17に示す体脂肪測定装置を用いても、同
様にして脂肪量m’を算出できる。
The fat mass m ′ can be calculated in the same manner by using the body fat measuring device shown in FIG. 17 instead of the body fat measuring device shown in FIG. 14 in the present embodiment.

【0062】次に、第5実施例を説明する。第5実施例
の体脂肪測定装置は図12と同じ構成からなり、複数の
方向に順次電流を流しながら人体1の皮下脂肪量と内臓
脂肪量の和を自動的に測定する。予めデータ入力装置3
3が皮下脂肪量と内臓脂肪量の和m’と電圧との相関式
をコンピュータ35に入力し、コンピュータ35が該相
関式を用いて量m’を求め、求められた量m’がコンピ
ュータ35からデータ出力装置34に送られ、表示され
る以外は、第1の実施の形態の第6実施例と同様にして
計測を行う。
Next, a fifth embodiment will be described. The body fat measuring device according to the fifth embodiment has the same configuration as that shown in FIG. 12, and automatically measures the sum of the subcutaneous fat amount and the visceral fat amount of the human body 1 while sequentially applying a current in a plurality of directions. Data input device 3 in advance
3 inputs a correlation equation of the sum m ′ of subcutaneous fat amount and visceral fat amount and voltage to the computer 35, the computer 35 obtains the amount m ′ using the correlation equation, and the obtained amount m ′ is calculated by the computer 35. The measurement is performed in the same manner as in the sixth example of the first embodiment except that the data is sent from the data output device 34 to the data output device 34 and displayed.

【0063】ここで複数の電極26a〜26hに対し
て、例えば、図20(a)及び図20(b)に示すよう
な電流用電極及び測定用電極の配置となるように順次電
極を選択して2個の電圧V1、V2を測定し、別に測定
した人体1の縦幅W1と横幅W2または外周長Uととも
に、回帰係数a0、a1、a2を用いて、第1実施例と
同様な相関式m’=a0+a1・V1・W1・W2+a
2・V2・W1・W2またはm’=a0+a1・V1・
+a2・V2・Uに当てはめることにより、人体
1の皮下脂肪8と内臓脂肪10の量の和を高精度で測定
できる。なお、背骨のごく周囲は、体表面が凹凸してい
て設置した電極が肌との間の接触不良を起こしやすい。
このため、電極3を腹部のへそ近傍、電極2を背骨の左
脇及び右脇の略左右対称な位置に配置することで、精度
良く測定できる。
Here, with respect to the plurality of electrodes 26a to 26h, for example, the electrodes are sequentially selected so that the current electrodes and the measurement electrodes are arranged as shown in FIGS. 20 (a) and 20 (b). Using the regression coefficients a0, a1 and a2 together with the vertical width W1 and the horizontal width W2 or the outer peripheral length U of the human body 1 which are separately measured. m '= a0 + a1 ・ V1 ・ W1 ・ W2 + a
2 ・ V2 ・ W1 ・ W2 or m '= a0 + a1 ・ V1 ・
By applying it to U 2 + a 2 · V 2 · U 2 , the sum of the amounts of subcutaneous fat 8 and visceral fat 10 of the human body 1 can be measured with high accuracy. It should be noted that in the very periphery of the spine, the surface of the body is uneven, and the electrode installed is likely to cause poor contact with the skin.
Therefore, by arranging the electrode 3 in the vicinity of the abdomen of the abdomen and the electrode 2 in the left and right sides of the spine at substantially symmetrical positions, accurate measurement can be performed.

【0064】あるいは電流用電極及び測定用電極として
図17に示す配置関係に対応する配置を複数選択しても
よく、また、図11または図18または図19に示すよ
うな配置関係をも選択し、得られた電圧値による補正処
理を、前記複数の方向の処理に対して追加すれば、さら
に高精度に皮下脂肪8の断面積と内臓脂肪10の断面積
との和m’を測定できる。
Alternatively, a plurality of arrangements corresponding to the arrangement relationship shown in FIG. 17 may be selected as the current electrode and the measurement electrode, and the arrangement relationship shown in FIG. 11 or 18 or 19 may be selected. If the correction process based on the obtained voltage value is added to the processes in the plurality of directions, the sum m ′ of the cross-sectional area of the subcutaneous fat 8 and the cross-sectional area of the visceral fat 10 can be measured with higher accuracy.

【0065】また、第1乃至第5の実施例において、複
数の周波数の電流で測定を行って、それらの測定結果を
比較することにより、測定結果の信頼性が高まる。
In addition, in the first to fifth embodiments, the reliability of the measurement result is enhanced by measuring the currents at a plurality of frequencies and comparing the measurement results.

【0066】第1の実施の形態及び第2の実施の形態の
体脂肪測定装置において、電極と人体などの被測定体と
の間の接触抵抗を低減するために、電極と被測定体との
間に導電性ゲルを塗布したり、シート状の導電性ゲルを
挟んだりすることができる。また、人体の電気インピー
ダンスが日内変動することを考慮に入れ、体脂肪を測定
した時刻を用いて測定電圧を補正し、電気インピーダン
スの日内変動に起因する体脂肪量の測定誤差を補正して
もよい。あるいは、食事の前後で腹部の状態が変わるこ
とを考慮に入れ、食事から体脂肪を測定するまでの経過
時間を用いて測定電圧を補正し、食事に起因する体脂肪
量の測定誤差を補正することもできる。
In the body fat measuring apparatus according to the first and second embodiments, in order to reduce the contact resistance between the electrode and the body to be measured such as a human body, the electrode and the body to be measured are reduced. A conductive gel can be applied between them, or a sheet-shaped conductive gel can be sandwiched. In addition, taking into consideration that the electrical impedance of the human body fluctuates during the day, the measurement voltage is corrected using the time when the body fat is measured, and the measurement error of the amount of body fat caused by the daily change in the electrical impedance is corrected. Good. Alternatively, taking into consideration that the condition of the abdomen changes before and after meals, the measurement voltage is corrected using the elapsed time from the meal to the measurement of body fat, and the measurement error of the body fat amount due to the meal is corrected. You can also

【0067】なお、本発明は、第1の実施の形態の体脂
肪測定装置と第2の実施の形態の体脂肪測定装置とを組
み合わせた装置としても実現できる。この場合、第2の
実施の形態の体脂肪測定装置で測定された皮下脂肪量と
内臓脂肪量の和の値から、第1の実施の形態の体脂肪測
定装置で測定された内臓脂肪量を差し引くことによっ
て、人体の皮下脂肪量を高精度に測定でき、したがって
内臓脂肪量/皮下脂肪量の比率(V/S比)を算出でき
る。また、内臓脂肪が高脂血症、糖尿病、高血圧などの
生活習慣病の源泉になっているという医学的見地から、
第1の実施の形態の体脂肪測定装置で測定された内臓脂
肪量に基づき、データ出力装置に健康アドバイスを表示
することができる。また、第2の実施の形態の体脂肪測
定装置で測定された皮下脂肪量と内臓脂肪量の和の値
を、従来の体脂肪計の表示に使われている体脂肪率と相
関させることもでき、データ出力装置に体脂肪率を表示
することもできる。
The present invention can also be realized as a device in which the body fat measuring device according to the first embodiment and the body fat measuring device according to the second embodiment are combined. In this case, the visceral fat amount measured by the body fat measuring device according to the first embodiment is calculated from the sum of the subcutaneous fat amount and the visceral fat amount measured by the body fat measuring device according to the second embodiment. By subtracting, the subcutaneous fat amount of the human body can be measured with high accuracy, and therefore the visceral fat amount / subcutaneous fat amount ratio (V / S ratio) can be calculated. In addition, from the medical point of view that visceral fat is a source of lifestyle-related diseases such as hyperlipidemia, diabetes and hypertension,
The health advice can be displayed on the data output device based on the visceral fat amount measured by the body fat measurement device according to the first embodiment. In addition, the value of the sum of the subcutaneous fat amount and the visceral fat amount measured by the body fat measuring device according to the second embodiment can be correlated with the body fat percentage used for the display of the conventional body fat meter. It is also possible to display the body fat percentage on the data output device.

【0068】また、本発明は内臓脂肪量として一般の内
臓脂肪のみならず肝脂肪量の推定に用いることもでき
る。また、被測定体としての人体の腹部は勿論、大腿部
や上腕等への適用も可能であり、それらの測定部位の皮
下脂肪量等を測定することもできる。また、被測定体は
人体に限定されることなく、豚、牛等の動物、まぐろ等
の魚類であっても良く、これらの皮下脂肪量及び内部に
存在する脂肪量も測定できる。
Further, the present invention can be used as a visceral fat amount for estimating not only general visceral fat amount but also liver fat amount. Further, it can be applied not only to the abdomen of the human body as the object to be measured but also to the thigh, the upper arm, etc., and the subcutaneous fat amount and the like at those measurement sites can be measured. The body to be measured is not limited to the human body, and may be animals such as pigs and cows and fish such as tuna, and the subcutaneous fat amount and the fat amount existing therein can be measured.

【0069】[0069]

【発明の効果】本発明によれば、インピーダンスCT法
よりも極めて簡便且つ高精度に、被測定体の表面近傍に
層状に存在する皮下脂肪の断面積等の皮下脂肪量や被測
定体の内部に存在する内臓脂肪の断面積などの内臓脂肪
量を測定することができる。
According to the present invention, the amount of subcutaneous fat such as the cross-sectional area of subcutaneous fat existing in layers near the surface of the object to be measured and the inside of the object to be measured are much simpler and more accurate than the impedance CT method. It is possible to measure the amount of visceral fat, such as the cross-sectional area of visceral fat present in.

【図面の簡単な説明】[Brief description of drawings]

【図1】第1の実施の形態の体脂肪測定装置の第1実施
例を示す構成図。
FIG. 1 is a configuration diagram showing a first example of a body fat measurement device according to a first embodiment.

【図2】第1の実施の形態の体脂肪測定装置の第1実施
例の他の構成例を示す図。
FIG. 2 is a diagram showing another configuration example of the first example of the body fat measurement device according to the first embodiment.

【図3】第1の実施の形態の体脂肪測定装置の第1実施
例の他の構成例を示す図。
FIG. 3 is a diagram showing another configuration example of the first example of the body fat measurement device according to the first embodiment.

【図4】電流用電極間に電流を流したときの人体外周の
電位分布を示す図。
FIG. 4 is a diagram showing a potential distribution around a human body when a current is applied between current electrodes.

【図5】人体の大きさを反映する特性量の一例として人
体の縦幅と横幅を示す図。
FIG. 5 is a diagram showing a vertical width and a horizontal width of a human body as an example of a characteristic amount that reflects the size of the human body.

【図6】電極のエッジ間距離を示す図。FIG. 6 is a diagram showing a distance between edges of electrodes.

【図7】第1の実施の形態の体脂肪測定装置の第2実施
例を示す構成図。
FIG. 7 is a configuration diagram showing a second example of the body fat measurement device according to the first embodiment.

【図8】人体の表面上の一点から各測定用電極の中心点
までの距離で表した各測定用電極の位置を示す図。
FIG. 8 is a diagram showing the position of each measurement electrode represented by the distance from one point on the surface of the human body to the center point of each measurement electrode.

【図9】規格化距離と電位の空間変化率との相関を示す
図。
FIG. 9 is a diagram showing a correlation between a normalized distance and a spatial potential change rate.

【図10】第1の実施の形態の体脂肪測定装置の第3実
施例を示す構成図。
FIG. 10 is a configuration diagram showing a third example of the body fat measurement device according to the first embodiment.

【図11】第1の実施の形態の体脂肪測定装置の第4実
施例を示す構成図。
FIG. 11 is a configuration diagram showing a fourth example of the body fat measurement device according to the first embodiment.

【図12】第1の実施の形態の体脂肪測定装置の第6実
施例を示す構成図。
FIG. 12 is a configuration diagram showing a sixth example of the body fat measurement device according to the first embodiment.

【図13】図12に示す第6実施例における電流用電極
及び測定用電極を順次選択した一例を示す構成図。
13 is a configuration diagram showing an example in which a current electrode and a measurement electrode in the sixth embodiment shown in FIG. 12 are sequentially selected.

【図14】第2の実施の形態の体脂肪測定装置の第1実
施例を示す主要構成図。
FIG. 14 is a main configuration diagram showing a first example of the body fat measurement device according to the second embodiment.

【図15】第2の実施の形態の体脂肪測定装置の第1実
施例の他の構成例を示す構成図。
FIG. 15 is a configuration diagram showing another configuration example of the first example of the body fat measurement device according to the second embodiment.

【図16】第2の実施の形態の体脂肪測定装置の第1実
施例の他の構成例を示す構成図。
FIG. 16 is a configuration diagram showing another configuration example of the first example of the body fat measurement device according to the second embodiment.

【図17】第2の実施の形態の体脂肪測定装置の第2実
施例を示す構成図。
FIG. 17 is a configuration diagram showing a second example of the body fat measurement device according to the second embodiment.

【図18】第2の実施の形態の体脂肪測定装置の第3実
施例を示す主要構成図。
FIG. 18 is a main configuration diagram showing a third example of the body fat measurement device according to the second embodiment.

【図19】第2の実施の形態の体脂肪測定装置の第3実
施例の他の構成例を示す構成図。
FIG. 19 is a configuration diagram showing another configuration example of the third example of the body fat measurement device according to the second embodiment.

【図20】電流用電極及び測定用電極を順次選択した一
例を示す構成図。
FIG. 20 is a configuration diagram showing an example in which a current electrode and a measurement electrode are sequentially selected.

【符号の説明】[Explanation of symbols]

1…人体、2,3…電流用電極、4…電流源、7…電圧
計、8…皮下脂肪、9…非脂肪、10…内臓脂肪、2
1,22…測定用電極、25…体脂肪算出部、26a〜
26h…複数の電極、27…電流電極選択用スイッチ、
28…電圧電極選択用スイッチ、29…交流発振器、3
0…電圧・電流変換器、31…差動増幅器、32…A/
D変換器、33…データ入力装置、34…データ出力装
置、35…コンピュータ。
1 ... Human body, 2, 3 ... Electrodes for current, 4 ... Current source, 7 ... Voltmeter, 8 ... Subcutaneous fat, 9 ... Non-fat, 10 ... Visceral fat, 2
1, 22 ... Measuring electrodes, 25 ... Body fat calculating section, 26a-
26h ... a plurality of electrodes, 27 ... a switch for selecting a current electrode,
28 ... Switch for selecting voltage electrode, 29 ... AC oscillator, 3
0 ... Voltage / current converter, 31 ... Differential amplifier, 32 ... A /
D converter, 33 ... Data input device, 34 ... Data output device, 35 ... Computer.

フロントページの続き (72)発明者 槙 和男 栃木県芳賀郡市貝町赤羽2606番地 花王 株式会社研究所内 (72)発明者 山口 亨 栃木県芳賀郡市貝町赤羽2606番地 花王 株式会社研究所内 (56)参考文献 特開 平11−113870(JP,A) 特開2000−175875(JP,A) 特開 平11−123182(JP,A) 特開2000−14655(JP,A) 特開2002−85364(JP,A) (58)調査した分野(Int.Cl.7,DB名) A61B 5/05 Front page continuation (72) Inventor Kazuo Maki, 2606 Akabane, Kai-cho, Haga-gun, Tochigi Prefecture Kao Co., Ltd. (72) Inventor, Toru Yamaguchi 2606, Akabane, Kai-cho, Haga-gun, Tochigi Kao Corporation (56) Reference Documents JP-A-11-113870 (JP, A) JP-A-2000-175875 (JP, A) JP-A-11-123182 (JP, A) JP-A-2000-14655 (JP, A) JP-A-2002-85364 (JP , A) (58) Fields investigated (Int.Cl. 7 , DB name) A61B 5/05

Claims (11)

(57)【特許請求の範囲】(57) [Claims] 【請求項1】 被測定体の外周上に被測定体を挟んで略
対向して配置した二つの電流用電極と、 前記二つの電流用電極間に電流を流し、前記被測定体の
外周上で前記二つの電流用電極間の略中間の位置に発生
した電位の空間変化率を測定する測定手段と、前記測定
手段で測定された前記空間変化率に前記被測定体の大き
さを反映する特性量のべき乗を乗じた値に基づき前記被
測定体の脂肪量を算出する体脂肪算出手段と、を備える
体脂肪測定装置。
1. Two current electrodes arranged substantially opposite to each other on the outer circumference of the object to be measured with the object to be measured sandwiched therebetween, and a current is caused to flow between the two current electrodes to form an outer circumference of the object to be measured. In the measuring means for measuring the spatial change rate of the potential generated at a position approximately in the middle between the two current electrodes, and the spatial change rate measured by the measuring means reflects the size of the object to be measured. A body fat measuring device comprising: a body fat calculating means for calculating a fat amount of the body to be measured based on a value obtained by multiplying a power of a characteristic amount.
【請求項2】 被測定体の外周上に被測定体を挟んで略
対向して配置した二つの電流用電極と、 前記二つの電流用電極のそれぞれの電極近傍に一つずつ
配置した測定用電極と、 二つの電流用電極間に電流を流し、前記測定用電極間に
発生する電圧を測定する測定手段と、 前記測定手段で測定された前記電圧に基づき、外周に前
記電極を配置した断面又はその近傍の断面における前記
被測定体の体脂肪の断面積と前記被測定体の断面積との
比を算出する体脂肪算出手段と、を備える体脂肪測定装
置。
2. Two current electrodes arranged substantially opposite to each other on the outer circumference of the object to be measured with the object to be measured interposed therebetween, and one of the two current electrodes arranged near each of the electrodes for measurement. An electrode, a measuring means for flowing a current between two current electrodes and measuring a voltage generated between the measuring electrodes, and a cross section in which the electrode is arranged on the outer periphery based on the voltage measured by the measuring means. Alternatively, a body fat measuring device comprising: a body fat calculating unit that calculates a ratio of a cross-sectional area of the body fat of the measurement target and a cross-sectional area of the measurement target in a cross section in the vicinity thereof.
【請求項3】 被測定体の外周上に被測定体を挟んで略
対向して配置した二つの電流用電極と、 前記二つの電流用電極のいずれか一つの電極近傍に配置
した測定用電極及び前記被測定体の外周上で前記二つの
電流用電極間の略中間の位置に配置した測定用電極と、 前記二つの電流用電極間に電流を流し、前記測定用電極
間に発生する電圧を測定する測定手段と、 前記測定手段で測定された前記電圧に基づき、外周に前
記電極を配置した断面又はその近傍の断面における前記
被測定体の体脂肪の断面積と前記被測定体の断面積との
比を算出する体脂肪算出手段と、 を備える体脂肪測定装置。
3. Two current electrodes arranged substantially opposite to each other on the outer circumference of the object to be measured with the object to be measured sandwiched therebetween, and a measuring electrode arranged near one of the two current electrodes. And a measurement electrode disposed on the outer periphery of the object to be measured at a position approximately midway between the two current electrodes, and a voltage is generated between the measurement electrodes by passing a current between the two current electrodes. Measuring means for measuring, based on the voltage measured by the measuring means, the cross-sectional area of the body fat of the measured object and the cross-section of the measured object in the cross-section where the electrode is arranged on the outer periphery or in the vicinity thereof. A body fat measuring device comprising: a body fat calculating means for calculating a ratio with an area.
【請求項4】 被測定体の外周上に被測定体を挟んで略
対向して配置した二つの電流用電極と、 前記二つの電流用電極のそれぞれの電極近傍に一つずつ
配置した測定用電極と、 二つの電流用電極間に電流を流し、前記測定用電極間に
発生する電圧を測定する測定手段と、 前記測定手段で測定された前記電圧に、前記被測定体の
大きさを反映する特性量のべき乗を乗じた値を用いて、
前記被測定体の脂肪量を算出する体脂肪算出手段と、を
備える体脂肪測定装置。
4. Two current electrodes arranged substantially opposite to each other on the outer circumference of the object to be measured with the object to be measured interposed therebetween, and one measuring electrode arranged near each of the two current electrodes. An electrode and a measuring unit that applies a current between two current electrodes to measure the voltage generated between the measuring electrodes, and the voltage measured by the measuring unit reflects the size of the measured object. Using the value obtained by multiplying the power of the characteristic quantity
A body fat measuring device, comprising: a body fat calculating means for calculating the fat mass of the body to be measured.
【請求項5】 被測定体の外周上に被測定体を挟んで略
対向して配置した二つの電流用電極と、 前記二つの電流用電極のいずれか一つの電極近傍に配置
した測定用電極及び前記被測定体の外周上で前記二つの
電流用電極間の略中間の位置に配置した測定用電極と、 前記二つの電流用電極間に電流を流し、前記測定用電極
間に発生する電圧を測定する測定手段と、 前記測定手段で測定された前記電圧に、前記被測定体の
大きさを反映する特性量のべき乗を乗じた値を用いて、
前記被測定体の脂肪量を算出する体脂肪算出手段と、を
備える体脂肪測定装置。
5. Two current electrodes arranged substantially opposite to each other on the outer circumference of the object to be measured with the object to be measured interposed therebetween, and a measuring electrode arranged near any one of the two current electrodes. And a measurement electrode disposed on the outer periphery of the object to be measured at a position approximately midway between the two current electrodes, and a voltage is generated between the measurement electrodes by passing a current between the two current electrodes. Measuring means for measuring, the voltage measured by the measuring means, by using a value obtained by multiplying the exponentiation of the characteristic amount that reflects the size of the measured object,
A body fat measuring device, comprising: a body fat calculating means for calculating the fat mass of the body to be measured.
【請求項6】 前記電極と被測定体との接触面に導電性
ゲル部を有する請求項乃至請求項のいずれか1項記
載の体脂肪測定装置。
6. The body fat measurement device according to any one of claims 1 to 5 having a conductive gel portions on the contact surface between the electrode and the object to be measured.
【請求項7】 前記測定手段は、前記被測定体の外周上
で前記二つの電流用電極間の略中間の位置に、前記被測
定体の外周長に比べて十分に距離を短くして配置された
二つの測定用電極間に発生する第1電圧を測定すること
によって前記電位の空間変化率を求める請求項1記載の
体脂肪測定装置。
7. The measuring means is on the outer circumference of the object to be measured.
At a position approximately midway between the two current electrodes.
It was placed with a sufficiently short distance compared to the outer circumference of the body
Measuring the first voltage generated between two measuring electrodes
The spatial change rate of the electric potential is obtained by
Body fat measuring device.
【請求項8】 前記脂肪量が内臓脂肪量である請求項1
又は請求項7記載の 体脂肪測定装置。
8. The fat amount is visceral fat amount.
Alternatively, the body fat measuring device according to claim 7 .
【請求項9】 前記体脂肪の断面積が皮下脂肪と内臓脂
肪の断面積の和である請求項2又は請求項3記載の体脂
肪測定装置。
9. The cross-sectional area of the body fat is subcutaneous fat and visceral fat.
The body fat according to claim 2 or 3, which is the sum of cross-sectional areas of fat.
Fat measuring device.
【請求項10】 前記脂肪量が皮下脂肪量と内臓脂肪量
の和である請求項4又は請求項5記載の体脂肪測定装
置。
10. The amount of fat is subcutaneous fat amount and visceral fat amount
The body fat measurement device according to claim 4 or 5, which is the sum of
Place
【請求項11】 前記大きさを反映する特性量が、前記
被測定体の幅あるいは外周長である請求項1、請求項
4、請求項5、請求項7、請求項8、請求項10のいず
れか1項記載の体脂肪測定装置。
11. A characteristic quantity reflecting the size is
The width or the outer peripheral length of the object to be measured.
4, claim 5, claim 7, claim 8, claim 10
The body fat measuring device according to item 1.
JP2000398022A 2000-01-07 2000-12-27 Body fat measurement device Expired - Lifetime JP3396672B2 (en)

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