The present invention relates to a muscle fatigue evaluation method and a muscle fatigue evaluation system for evaluating fatigue of a specific muscle by measuring the impedance in a living body.
As a method for easily evaluating a muscle fatigue state, a method to measure the impedance in a living body by passing a high-frequency current from the outside into the living body is known (see Japanese Patent Application Publication No. 2004-49789 (Patent Literature 1), for example).
However, this method requires a high-frequency current to flow from the outside into the living body, which poses the risk of an electric shock or the like. In addition, it is difficult to evaluate the fatigue of a specific muscle because the overall impedance in the living body is measured.
By contrast, a method to measure an electromyogram is known as a method for non-invasively evaluating a muscle fatigue state (see Tomohiro Kizuka, Tadashi Masuda, Tohru Kiryu, and Tsugutake Sadoyama, “Practical Usage of Surface Electromyogram,” Tokyo Denki University Press, March 2006, pp. 60-62 (Non-Patent Literature 1), for example). This method allows the fatigue of a specific muscle to be evaluated by measuring changes in the amplitude and the center frequency of the electromyogram.
However, since an electromyogram is a record of biological signals obtained by causing a muscle to contract, the amplitude and the center frequency change when the magnitude of the load applied to the muscle is changed. Therefore, muscle fatigue can be evaluated only when a load of a certain magnitude has been applied to the muscle. That is, an electromyogram, by itself, is not an index for evaluating muscle fatigue that occurs continuously in a state in which a non-constant load is applied to the muscle.
The present invention is conceived in the light of this point, and a main object thereof is to provide a non-invasive muscle fatigue evaluation method and muscle fatigue evaluation system with which the muscle fatigue that occurs when a non-constant load is applied to a specific muscle can be evaluated.
A muscle fatigue evaluation method according to the present invention comprises disposing at least two electrodes at a predetermined interval on a living body surface, measuring a first voltage V1 generated when a first external resistor is connected in parallel between the two electrodes and a second voltage V2 generated when a second external resistor is connected in parallel between the two electrodes, calculating a bioimpedance between the two electrodes at a muscle site under the living body surface based on a voltage ratio V1/V2 between the first voltage V1 and the second voltage V2, and evaluating local muscle fatigue at the muscle site based on a change over time in the calculated bioimpedance.
A muscle fatigue evaluation system according to the present invention comprises at least two electrodes disposed at a predetermined interval on a living body surface, a connection circuit configured to switchably connect a first external resistor and a second external resistor in parallel between the two electrodes, a voltage measurement circuit configured to measure a first voltage V1 generated when the first external resistor is connected in parallel between the two electrodes by the connecting circuit, and a second voltage V2 generated when the second external resistor is connected in parallel between the two electrodes by the connecting circuit, and an impedance calculator configured to calculate a bioimpedance between the two electrodes at a muscle site under the living body surface based on a voltage ratio V1/V2 between the first voltage V1 and the second voltage V2, local muscle fatigue at the muscle site being evaluated based on a change over time in the calculated bioimpedance.
The present invention allows muscle fatigue that occurs when a non-constant load is applied to a specific muscle to be continuously and non-invasively evaluated.
Referring now to the attached drawings which form a part of this original disclosure:
Embodiments of the present invention will now be described in detail with reference to the drawings. The present invention is not limited to the following embodiments. Also, suitable changes are possible to the extent that such changes do not deviate from the range in which the effect of the present invention is exhibited.
As shown in
Here, Vb is the myoelectric potential at the muscle site (brachial muscle) under the living body surface 30 between the two electrodes 10 and 20. This myoelectric potential Vb is generated when the upper arm 30 is exercised, that is, when a load is applied to the brachial muscle.
Also, Rb1 and Rb2 respectively indicate the bioimpedance between a signal source S that generates the myoelectric potential Vb, and the electrodes 10 and 20. The bioimpedance will be described in detail in the description of the relation to muscle fatigue given below. Rin indicates the input resistance of the amplifier 40. The voltage generated between the two electrodes 10 and 20 is amplified by the amplifier 40 and measured as the output voltage Vout.
In the equivalent circuit diagram shown in
The second voltage V2 generated when the second external resistor Rg2 is connected in parallel between the two electrodes 10 and 20 is given by the formula (3).
Therefore, using the formulas (2) and (3), the bioimpedance Zb (=Rb1+Rb2) between the two electrodes 10 and 20 at the muscle site (brachial muscle) under the living body surface 30 is obtained by the following formula (1).
That is, using the formula (1), the bioimpedance Zb between the two electrodes 10 and 20 at the muscle site (brachial muscle) under the living body surface 30 can be calculated based on the voltage ratio (V1/V2) between the first voltage V1 and the second voltage V2.
On the other hand, it is well known that the blood lactate concentration increases when a load is applied to muscles to the point that muscle fatigue occurs, but it is also known that the water content in muscles also increases. Therefore, when the bioimpedance at the fatigued muscle site is measured, it can be predicted that the bioimpedance will be lower than normal.
Here, the resistance value of the first external resistor Rg1 was set so that the voltage ratio V1/V2 between the first voltage V1 and the second voltage V2 was about 0.3. The resistance value of the second external resistor Rg2 was set to infinity. Then, the first voltage V1 and the second voltage V2 were measured while using a 4.0-kg dumbbell and holding the elbow joint angle at 90°.
When the resistance value of the second external resistance Rg2 is set to infinity, the above formula (3) is V2≈Vb, so the bioimpedance Zb can be obtained by the following formula (4).
In
The bioimpedance at P0 on the horizontal axis indicates the value immediately after the exercise, and the bioimpedance at P15 to P60 indicates the values measured every 15 minutes after the exercise ended.
As shown in
As shown in
As shown in
It can be seen from the above results that the change in bioimpedance when a non-constant load is applied to the muscle, such as in biceps curls, is strongly correlated with the change in blood lactate concentration and the change in muscle thickness. That is, the fatigue of a specific muscle can be ascertained as the change in the amount of water in the muscle, and this tells us that the change in bioimpedance can serve as an index reflecting muscle fatigue.
As explained above, when a load to is applied to a muscle and muscle fatigue occurs, the amount of water in the muscle changes, and the fatigue in a specific muscle can be evaluated in real time by ascertaining the change in the amount of water in the muscle as the change in bioimpedance.
As shown in graph A in
Usually, as shown in
On the other hand, when the change over time in the bioimpedance is 20% or less, this is not believed to be due to muscle fatigue. Therefore, muscle fatigue can be correctly evaluated by determining that muscle fatigue has occurred when an amount of the change over time in the bioimpedance calculated after exercise is equal to or greater than a predetermined value.
Also, as shown in
On the other hand, it is known that when a load is applied to a muscle, transient muscle fatigue (acute muscle fatigue) initially occurs, after which the muscle fatigue recovers, and then muscle fatigue (chronic muscle fatigue) occurs again.
The muscle fatigue evaluation method of this embodiment allows these acute muscle fatigue and chronic muscle fatigue to be evaluated in real time.
In
The bioimpedance at pre on the horizontal axis indicates the value before exercise, and the bioimpedance at P0 on the horizontal axis indicates the value immediately after exercise is finished. P30, P60, P2hr, P3hr, P24hr, P36hr, P48hr, and P72hr on the horizontal axis indicate 30 minutes, 60 minutes, 2 hours, 3 hours, 24 hours, 36 hours, 48 hours, and 72 hours after exercise, respectively.
As shown in
As more time passes, the bioimpedance again greatly decreases after about 3 hours (P3hr), and can be seen to have reached the second minimal value S2 after about 24 hours (P24hr). The second minimal value S2 continues for about 12 hours (T), and after 36 hours (P36hr), the bioimpedance can be seen to have gradually returned to the pre-exercise value after about 72 hours (P72hr).
In the change over time in the bioimpedance shown in
Also, in the change over time in the bioimpedance shown in
Thus, with the muscle fatigue evaluation method in this embodiment, acute muscle fatigue and chronic muscle fatigue that occur after applying a load to a muscle can be evaluated in real time and non-invasively. In particular, evaluating chronic muscle fatigue used to demand a high degree of specialized knowledge, but in this embodiment, chronic muscle fatigue can be evaluated by a simple method. As a result, it is possible to prevent the risk of injury or the like posed by training in a state in which chronic muscle fatigue remains, and to prevent a decrease in the training effect, as well as the occurrence of overtraining due to excessive training.
The muscle fatigue evaluation method in this embodiment comprises disposing at least two electrodes 10 and 20 at a predetermined interval on the living body surface, measuring the first voltage V1 generated when the first external resistor Rg1 is connected in parallel between the two electrodes 10 and 20 and the second voltage V2 generated when the second external resistor Rg2 is connected in parallel between the two electrodes 10 and 20, calculating the bioimpedance Zb between the two electrodes 10 and 20 at a muscle site under the living body surface based on the voltage ratio V1/V2 between the first voltage V1 and the second voltage V2, and evaluating the local muscle fatigue at the muscle site based on the change over time in the calculated bioimpedance Zb.
This allows muscle fatigue that occurs when a non-constant load is applied to a specific muscle to be evaluated in real time. Also, since muscle fatigue at a specific muscle site to be evaluated for fatigue can be evaluated merely by disposing two electrodes at this site, muscle fatigue can be evaluated accurately and non-invasively.
Because the present disclosure provides this effect, muscle fatigue can be evaluated for each specific muscle in daily training, for example, so more effective training can be performed. Also, since muscle fatigue can be evaluated in real time, this prevents the exacerbation of a condition or the occurrence of injuries caused by overtraining.
The present disclosure was described above in terms of a preferred embodiment, but this description is not a limitation, and various modifications are, of course, possible.
For example, in the above embodiment, the two electrodes 10 and 20 are disposed on the living body surface, but a ground electrode may be disposed on the living body surface and the voltage generated between the two electrodes 10 and 20 may be measured with a differential amplifier 40. Here again, the bioimpedance between the two electrodes 10 and 20 can be obtained from the above formula (1). Also, since the first voltage V1 and the second voltage V2 are measured by being amplified by the differential amplifier 40 after taking the difference therebetween, external noise can be removed. This allows the bioimpedance Zb to be measured more accurately.
Also, in the above embodiment, when evaluating muscle fatigue at a muscle site formed of muscle fibers (brachial muscle), the two electrodes are disposed near each other along the muscle fibers, but as shown in
The present invention can also be used as a muscle fatigue evaluation system. That is, the muscle fatigue evaluation system according to the present disclosure comprises at least two electrodes disposed at a predetermined interval on the living body surface, a connection means or circuit for switchably connecting a first external resistor and a second external resistor in parallel between the two electrodes, a voltage measurement means or circuit for measuring the first voltage V1 generated when the first external resistor is connected in parallel between the two electrodes by the connecting means or circuit, and the second voltage V2 generated when the second external resistor is connected in parallel between the two electrodes by the connecting means or circuit, and an impedance calculation means or impedance calculator for calculating the bioimpedance between the two electrodes at a muscle site under the living body surface based on the voltage ratio V1/V2 between the first voltage V1 and the second voltage V2. The local muscle fatigue at the muscle site is then evaluated based on the change over time in the calculated bioimpedance.
The muscle fatigue evaluation method according to the present embodiment can also be implemented by, for example, a device configuration as shown in
As illustrated in
The computer 101 can perform the muscle fatigue evaluation by causing the processor 102 to execute the program 103a stored in the storage unit 103. In addition to being read from the recording medium 107, the program 103a can be provided from an external server or the like via a transmission path such as a network (the Internet) or a LAN (Local Area Network). The recording medium 107 is an example of a non-transitory computer-readable recording medium, such as an optical disk, a magnetic disk, a nonvolatile semiconductor memory, and stores the program 103a therein.
In addition to the program 103a, various types of evaluation data 103b used for performing the muscle fatigue evaluation are stored in the storage unit 103. The evaluation data 103b stored in the storage unit 103 includes various types of thresholds used for the muscle fatigue evaluation method of the present embodiment.
Furthermore, as illustrated in
In understanding the scope of the present invention, the term “comprising” and its derivatives, as used herein, are intended to be open ended terms that specify the presence of the stated features, elements, components, groups, integers, and/or steps, but do not exclude the presence of other unstated features, elements, components, groups, integers and/or steps. The foregoing also applies to words having similar meanings such as the terms, “including”, “having” and their derivatives. Also, the terms “part,” “section,” “portion,” “member” or “element” when used in the singular can have the dual meaning of a single part or a plurality of parts unless otherwise stated.
While only selected embodiments have been chosen to illustrate the present invention, it will be apparent to those skilled in the art from this disclosure that various changes and modifications can be made herein without departing from the scope of the invention as defined in the appended claims. For example, unless specifically stated otherwise, the size, shape, location or orientation of the various components can be changed as needed and/or desired so long as the changes do not substantially affect their intended function. Unless specifically stated otherwise, components that are shown directly connected or contacting each other can have intermediate structures disposed between them so long as the changes do not substantially affect their intended function. The functions of one element can be performed by two, and vice versa unless specifically stated otherwise. The structures and functions of one embodiment can be adopted in another embodiment. It is not necessary for all advantages to be present in a particular embodiment at the same time. Every feature which is unique from the prior art, alone or in combination with other features, also should be considered a separate description of further inventions by the applicant, including the structural and/or functional concepts embodied by such feature(s). Thus, the foregoing descriptions of the embodiments according to the present invention are provided for illustration only, and not for the purpose of limiting the invention as defined by the appended claims and their equivalents.
Number | Date | Country | Kind |
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2019-051809 | Mar 2019 | JP | national |
2019-151181 | Aug 2019 | JP | national |
This application is a continuation application of PCT International Application No. PCT/JP2020/010076 filed on Mar. 9, 2020, which claims priority to Japanese Patent Application No. 2019-051809 filed on Mar. 19, 2019 and 2019-151181 filed on Aug. 21, 2019. The entire disclosures of PCT International Application No. PCT/JP2020/010076 and Japanese Patent Application Nos. 2019-051809 and 2019-151181 are hereby incorporated herein by reference.
Number | Date | Country | |
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Parent | PCT/JP2020/010076 | Mar 2020 | US |
Child | 17462468 | US |