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JP6245603B2 - Mastication recognition device, mastication recognition method, and program for mastication recognition - Google Patents
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JP6245603B2 - Mastication recognition device, mastication recognition method, and program for mastication recognition - Google Patents

Mastication recognition device, mastication recognition method, and program for mastication recognition Download PDF

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JP6245603B2
JP6245603B2 JP2013234116A JP2013234116A JP6245603B2 JP 6245603 B2 JP6245603 B2 JP 6245603B2 JP 2013234116 A JP2013234116 A JP 2013234116A JP 2013234116 A JP2013234116 A JP 2013234116A JP 6245603 B2 JP6245603 B2 JP 6245603B2
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和弘 谷口
和弘 谷口
雷蔵 宮崎
雷蔵 宮崎
輝 千秋
輝 千秋
正純 岡島
正純 岡島
岩城 敏
敏 岩城
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本発明は、使用者の咀嚼状態を自動的に認識する咀嚼認識装置、咀嚼認識方法及び咀嚼認識のためのプログラムに関する。 The present invention relates to a mastication recognition device that automatically recognizes a user's mastication state, a mastication recognition method, and a program for mastication recognition.

近年、身体に装着してハンズフリー操作を可能とするウェアラブルコンピュータの開発が様々な方面で行われている。本発明者らは、先に、ヒト(使用者)の外耳、具体的には外耳道に装着して使用者の様々な生体信号を得るウェアラブルコンピュータに関する発明をし、特許出願した(特許文献1)。この公報には、ウェアラブルコンピュータ用に好適な入力デバイスが開示されている。すなわち、外部の出力デバイスに制御命令を出力するための入力デバイスであって、使用者の外耳に装着され、外耳道の形状変化を検知するセンサ部と、このセンサ部からの検知信号に基づいて、外部の出力デバイスを制御する制御部とを備えたものである。 In recent years, wearable computers that can be worn on the body and perform hands-free operations have been developed in various fields. The present inventors previously invented and applied for a patent on a wearable computer that obtains various biological signals of a user by attaching it to the outer ear of a human (user), specifically, the ear canal (Patent Document 1). . This publication discloses an input device suitable for a wearable computer. That is, an input device for outputting a control command to an external output device, which is attached to a user's outer ear and detects a change in shape of the ear canal, and based on a detection signal from the sensor unit, And a control unit that controls an external output device.

この入力デバイスによれば、センサ部が外耳道に装着されるので、外部光等の外乱要因を極力排除した環境下で、外耳道の形状変化を検知することができ、その結果、センサ部から信頼性の高い検知信号が安定して得られ、得られた検知信号に基づいて、外部の出力デバイスを高精度に制御することが可能となる。 According to this input device, since the sensor unit is attached to the ear canal, it is possible to detect a change in the shape of the ear canal in an environment in which disturbance factors such as external light are eliminated as much as possible. A high detection signal can be stably obtained, and an external output device can be controlled with high accuracy based on the obtained detection signal.

外耳道に装着される前記ウェアラブルコンピュータによれば、使用者の食事における咀嚼状態を認識することができる。外耳道に装着して咀嚼を計数、認識等する技術に関しては、例えば、咀嚼の際、あごの動きに伴って外耳道の筋肉が動くことに着目し、外耳道内の圧力変化を圧力センサにて検知する技術が知られている(特許文献2)。咀嚼に伴う外耳道の動きを検知する圧力センサとして、微圧センサ、圧電センサ、押圧センサを用いることも知られている(特許文献3)。また咀嚼を検知するセンサとして、張力検出センサ、筋電圧検出センサを使用することも知られている(特許文献4)。 According to the wearable computer attached to the ear canal, it is possible to recognize the chewing state in the user's meal. Regarding techniques for counting and recognizing mastication by attaching to the ear canal, for example, focusing on the movement of the muscles of the ear canal with the movement of the jaw during mastication, the pressure sensor detects the pressure change in the ear canal A technique is known (Patent Document 2). It is also known to use a fine pressure sensor, a piezoelectric sensor, or a pressure sensor as a pressure sensor for detecting the movement of the ear canal accompanying mastication (Patent Document 3). It is also known to use a tension detection sensor and a muscle voltage detection sensor as sensors for detecting mastication (Patent Document 4).

しかしながら、特許文献1には、表情の変化、例えば目を開く又は閉じる、舌を左右へ動かす等について検知信号が波形で示されているが、咀嚼動作については、これを判定、認識する技術について記載されていない。 However, Patent Document 1 discloses detection signals in the form of waveforms for changes in facial expressions, such as opening or closing eyes, moving the tongue to the left and right, etc. Not listed.

また、特許文献2〜4の装置は、ウェアラブルコンピュータの入力デバイスとして使用することを意図していない。仮に、ウェアラブルコンピュータの入力デバイスとして使用したとしても、これらの装置は、何れも外耳道内の圧力変化を検知するセンサを使用しているため、使用環境(外耳道のサイズ、外耳道の形状、装着状態等)の違いによって検知結果にバラツキが発生し易い。そのため、確実な操作が求められるウェアラブルコンピュータの入力デバイスには適さない。 Further, the devices of Patent Documents 2 to 4 are not intended to be used as input devices for wearable computers. Even if these devices are used as input devices for wearable computers, these devices use sensors that detect pressure changes in the ear canal, so the usage environment (the size of the ear canal, the shape of the ear canal, the wearing state, etc.) ), The detection results are likely to vary. Therefore, it is not suitable for an input device of a wearable computer that requires a reliable operation.

また、外耳道内の圧力変化を確実に検知するためには、圧力センサを装着者の外耳道にしっかりと圧入する必要があるが、これは使用者に不快感を与えることになり、長時間の装着は困難である。 In addition, in order to reliably detect pressure changes in the ear canal, it is necessary to press the pressure sensor firmly into the ear canal of the wearer, but this will cause discomfort to the user and wear it for a long time. It is difficult.

再公表特許WO2010/090175号公報Republished Patent WO2010 / 090175 特開平7-213510号公報Japanese Unexamined Patent Publication No. 7-213510 特開平11-318862号公報Japanese Patent Laid-Open No. 11-318862 特開平7-171136号公報Japanese Unexamined Patent Publication No. 7-171136

本発明は、これらの課題を解決するものであり、外耳に装着されるウェアラブルコンピュータに使用して好適な、使用者の咀嚼状態を自動的に認識する咀嚼認識装置、咀嚼認識方法及び咀嚼認識のためのプログラムを提供するものである。 The present invention solves these problems, and is suitable for use in a wearable computer attached to the outer ear, and is suitable for use in a mastication state of a user, a mastication recognition device, a mastication recognition method, and a mastication recognition method. A program is provided.

本発明は、外耳に装着され、その形状変化を距離の変化として検知し、検知信号を出力するセンサ部と、該センサ部からの前記検知信号に基づいて咀嚼を認識する認識部とを備える咀嚼認識装置であって、前記認識部は、前記センサ部からの検知信号が入力する検知信号入力手段と、該検知信号入力手段からの前記検知信号の任意の一点の電位を基準値として設定する基準値設定手段と、前記検知信号入力手段からの前記検知信号が入力されるとともに、前記基準値設定後、所定時間間隔を経て前記検知信号より比較値を得る比較値設定手段と、前記基準値と前記比較値を比較し、両者の電位差信号を得る比較手段と、前記比較値設定に続き、前記所定時間間隔を経て前記検知信号より2番目の比較値を得て前記基準値と比較し、両者の電位差信号を得、係る比較値設定及び前記基準値との比較処理を複数回実施し、その実施回数が所定の第1基準回数に達し、かつその実施回数の電位差信号のうち、所定電位差以上の電位差信号を有する回数が、所定の第2基準回数以上存在するかどうかを判定する第1判定手段と、該第1判定手段により、前記第1基準回数の電位差信号のうち、所定電位差以上の電位差信号の数が、前記第2基準回数以上存在すると判定された回数が、所定の第3基準回数内において所定の第4基準回数以上存在するかどうかを判定する第2判定手段と、該第2判定手段により前記第4基準回数以上存在すると判定されたとき、これを咀嚼と認識する咀嚼認識手段と、を備えてなるものである。 The present invention provides a mastication comprising a sensor unit that is attached to the outer ear, detects a change in shape thereof as a change in distance, and outputs a detection signal, and a recognition unit that recognizes mastication based on the detection signal from the sensor unit. A recognition apparatus, wherein the recognition unit is a detection signal input unit that receives a detection signal from the sensor unit, and a reference that sets a potential at an arbitrary point of the detection signal from the detection signal input unit as a reference value A value setting means, a comparison value setting means for receiving the detection signal from the detection signal input means, obtaining a comparison value from the detection signal after a predetermined time interval after setting the reference value, and the reference value Comparing means for comparing the comparison values and obtaining a potential difference signal between them, and following the comparison value setting, obtaining a second comparison value from the detection signal after the predetermined time interval and comparing it with the reference value, Potential A signal is obtained, the comparison value setting and the comparison process with the reference value are performed a plurality of times, the number of executions reaches a predetermined first reference number, and a potential difference equal to or greater than a predetermined potential difference among the potential difference signals of the number of executions A first determination unit that determines whether or not the number of times the signal is present is equal to or greater than a predetermined second reference number; and a potential difference signal that is greater than or equal to a predetermined potential difference among the potential difference signals of the first reference number by the first determination unit. Second determination means for determining whether or not the number of times determined to be greater than or equal to the second reference number is greater than or equal to a predetermined fourth reference number within a predetermined third reference number; and the second determination And mastication recognizing means for recognizing this as mastication when it is determined by the means that the number of times exceeds the fourth reference number.

本発明にあっては、前記センサ部を、光学式センサ又は音響センサとすることができる。 In the present invention, the sensor unit may be an optical sensor or an acoustic sensor.

また本発明にあっては、前記光学式センサを、反射型フォトセンサ又はFBG型光ファイバセンサとし、前記音響式センサを超音波式距離センサとすることができる。 In the present invention, the optical sensor may be a reflective photosensor or an FBG optical fiber sensor, and the acoustic sensor may be an ultrasonic distance sensor.

本発明は、外耳に装着されるセンサ部にて、外耳の形状変化に対応する検知信号を得、該検知信号に基づいて咀嚼を認識する咀嚼認識方法であって、前記センサ部からの検知信号が入力する検知信号入力ステップと、該検知信号入力手段からの前記検知信号の任意の一点の電位を基準値として設定する基準値設定ステップと、前記検知信号入力ステップからの前記検知信号が入力されるとともに、前記基準値設定後、所定時間間隔を経て前記検知信号より比較値を得る比較値設定ステップと、前記基準値と前記比較値を比較し、両者の電位差信号を得る比較ステップと、前記比較値設定に続き、前記所定時間間隔を経て前記検知信号より2番目の比較値を得て前記基準値と比較し、両者の電位差信号を得、係る比較値設定及び前記基準値との比較処理を複数回実施し、その実施回数が所定の第1基準回数に達し、かつその実施回数の電位差信号のうち、所定電位差以上の電位差信号を有する回数が、所定の第2基準回数以上存在するかどうかを判定する第1判定ステップと、該第1判定ステップにより、前記第1基準回数の電位差信号のうち、所定電位差以上の電位差信号の数が、前記第2基準回数以上存在すると判定された回数が、所定の第3基準回数内において所定の第4基準回数以上存在するかどうかを判定する第2判定ステップと、
該第2判定ステップにより前記第4基準回数以上存在すると判定されたとき、これを咀嚼と認識する咀嚼認識ステップと、を含むものである。
The present invention provides a mastication recognition method for obtaining a detection signal corresponding to a change in shape of the outer ear in a sensor unit attached to the outer ear and recognizing mastication based on the detection signal, the detection signal from the sensor unit Input a detection signal, a reference value setting step for setting a potential at an arbitrary point of the detection signal from the detection signal input means as a reference value, and the detection signal from the detection signal input step. And a comparison value setting step for obtaining a comparison value from the detection signal after a predetermined time interval after setting the reference value, a comparison step for comparing the reference value with the comparison value and obtaining a potential difference signal between the two, Following the comparison value setting, a second comparison value is obtained from the detection signal after the predetermined time interval and compared with the reference value to obtain a potential difference signal therebetween, and the comparison value setting and the reference value are compared. The comparison process is performed a plurality of times, the number of executions reaches a predetermined first reference number, and among the potential difference signals of the number of executions, the number of times having a potential difference signal greater than or equal to a predetermined potential difference exists more than a predetermined second reference number In the first determination step for determining whether or not to perform the determination, it is determined that the number of potential difference signals equal to or greater than a predetermined potential difference among the potential difference signals of the first reference number is greater than or equal to the second reference number. A second determination step of determining whether the number of times is greater than or equal to a predetermined fourth reference number within a predetermined third reference number;
A mastication recognizing step of recognizing this as mastication when it is determined by the second determination step that the number of times exceeds the fourth reference number.

また本発明は、外耳に装着されるセンサ部にて、外耳の形状変化に対応する検知信号を得、該検知信号に基づいて、コンピュータにて実行される、咀嚼認識を行うためのプログラムであって、前記センサ部からの検知信号が入力する検知信号入力ステップ、該検知信号入力手段からの前記検知信号の任意の一点の電位を基準値として設定する基準値設定ステップ、前記検知信号入力ステップからの前記検知信号が入力されるとともに、前記基準値設定後、所定時間間隔を経て前記検知信号より比較値を得る比較値設定ステップ、前記基準値と前記比較値を比較し、両者の電位差信号を得る比較ステップ、前記比較値設定に続き、前記所定時間間隔を経て前記検知信号より2番目の比較値を得て前記基準値と比較し、両者の電位差信号を得、係る比較値設定及び前記基準値との比較処理を複数回実施し、その実施回数が所定の第1基準回数に達し、かつその実施回数の電位差信号のうち、所定電位差以上の電位差信号を有する回数が、所定の第2基準回数以上存在するかどうかを判定する第1判定ステップ、該第1判定ステップにより、前記第1基準回数の電位差信号のうち、所定電位差以上の電位差信号の数が、前記第2基準回数以上存在すると判定された回数が、所定の第3基準回数内において所定の第4基準回数以上存在するかどうかを判定する第2判定ステップ、該第2判定ステップにより前記第4基準回数以上存在すると判定されたとき、これを咀嚼と認識する咀嚼認識ステップ、を含むものである。 Further, the present invention is a program for obtaining mastication recognition executed by a computer based on a detection signal corresponding to a change in shape of the outer ear obtained by a sensor unit attached to the outer ear. A detection signal input step for inputting a detection signal from the sensor unit, a reference value setting step for setting a potential at an arbitrary point of the detection signal from the detection signal input means as a reference value, and a detection signal input step. A comparison value setting step of obtaining a comparison value from the detection signal after a predetermined time interval after setting the reference value, comparing the reference value and the comparison value, After obtaining the comparison step and setting the comparison value, a second comparison value is obtained from the detection signal after the predetermined time interval, and is compared with the reference value to obtain a potential difference signal between them. The comparison value setting and the comparison process with the reference value are performed a plurality of times, the number of executions reaches a predetermined first reference number, and among the potential difference signals of the number of executions, the number of times having a potential difference signal greater than or equal to a predetermined potential difference , A first determination step for determining whether or not there is a predetermined second reference number or more, and the first determination step determines that the number of potential difference signals that are equal to or greater than a predetermined potential difference among the potential difference signals of the first reference number A second determination step for determining whether or not the number of times determined to be greater than or equal to two reference times is greater than or equal to a predetermined fourth reference number within a predetermined third reference number; A mastication recognition step of recognizing this as mastication when it is determined to exist as described above is included.

本発明は、装置が外耳、具体的には外耳道に装着され、外耳道の形状変化に対応する検知信号を利用するものであるから、外部の光や音などの影響を受けず、正確な検知信号を得ることができ、したがって咀嚼認識を高精度で行なうことができる。 In the present invention, since the device is mounted on the outer ear, specifically, the ear canal, and uses a detection signal corresponding to a change in the shape of the ear canal, the detection signal is not affected by external light or sound. Therefore, mastication recognition can be performed with high accuracy.

また本発明は、検知信号の任意の一点の電位を基準値として設定する基準値設定手段と、基準値設定後、これに連続して所定時間間隔であらかじめ設定された複数の比較値を検知信号より得る比較値設定手段とを設け、基準値と比較値を比較して、基準値と比較値の差が所定値以上あるかどうかを判定し、さらにこの判定結果を複数回確認することで咀嚼認識を行うものである。それゆえ、基準値、比較値、その差の電圧値、その発生回数を適切に選ぶことにより、精度の高い咀嚼認識を行うことができる。 The present invention also provides a reference value setting means for setting a potential at an arbitrary point of the detection signal as a reference value, and a plurality of comparison values set in advance at predetermined time intervals after the reference value is set. And a comparison value setting means for obtaining a mastication by comparing the reference value with the comparison value to determine whether the difference between the reference value and the comparison value is equal to or greater than a predetermined value, and further confirming the determination result a plurality of times. Recognition. Therefore, highly accurate mastication recognition can be performed by appropriately selecting the reference value, the comparison value, the voltage value of the difference, and the number of occurrences thereof.

本発明に係る咀嚼認識装置の構成を示すブロック図である。It is a block diagram which shows the structure of the mastication recognition apparatus which concerns on this invention. 外耳挿入型とした咀嚼認識装置の外観及び装着状態を示す図である。It is a figure which shows the external appearance and mounting | wearing state of the masticatory recognition apparatus made into the outer ear insertion type. 本発明に係る咀嚼認識方法を説明するためのフローチャートである。It is a flowchart for demonstrating the mastication recognition method which concerns on this invention. フローチャートを更に詳細に説明するためのフローチャートである。It is a flowchart for demonstrating a flowchart in detail. 検知信号を示す波形図である。It is a wave form diagram which shows a detection signal. 検知信号を示す波形図である。It is a wave form diagram which shows a detection signal.

以下、本発明の実施形態に係る咀嚼認識装置について説明する。
図1において、1は外耳、具体的にはその外耳道に装着され、その形状変化を距離の変化として検知し、検知信号を出力するセンサ部であり、光学式センサ又は音響センサを使用することができる。具体的には、光学式センサは、反射型フォトセンサ又はFBG型光ファイバセンサを、また音響式センサは超音波式距離センサを使用することができる。光学式センサとして、LED等の発光素子と、フォトトランジスタ、フォトダイオード、CCD等の受光素子が挙げられる。なおLEDとして赤外線LEDを使用する場合は、発信する赤外線の波長として、人体を透過しない波長のものを選択する必要がある。
Hereinafter, a mastication recognition apparatus according to an embodiment of the present invention will be described.
In FIG. 1, reference numeral 1 denotes a sensor unit that is attached to the outer ear, specifically, the ear canal thereof, detects a change in the shape thereof as a change in distance, and outputs a detection signal. An optical sensor or an acoustic sensor may be used. it can. Specifically, a reflective photosensor or an FBG optical fiber sensor can be used as the optical sensor, and an ultrasonic distance sensor can be used as the acoustic sensor. Examples of the optical sensor include a light emitting element such as an LED and a light receiving element such as a phototransistor, a photodiode, and a CCD. In addition, when using infrared LED as LED, it is necessary to select the thing of the wavelength which does not permeate | transmit a human body as wavelength of the infrared rays to transmit.

2は、センサ部1から入力される検知信号に基づいて咀嚼を認識する認識部である。この認識部2において、3は、センサ部1からの検知信号を入力し、次段以降の回路部分で処理する電位信号に変換し検知信号αとして出力する検知信号入力手段、4は、検知信号入力手段3からの検知信号αの任意の一点の電位を基準値として設定する基準値設定手段、5は、検知信号入力手段3からの検知信号αが入力するとともに、基準値設定手段4による基準値設定後、これに連続して所定時間間隔であらかじめ設定された複数個の比較値を前記検知信号より得る比較値設定手段である。 Reference numeral 2 denotes a recognition unit that recognizes mastication based on a detection signal input from the sensor unit 1. In the recognizing unit 2, 3 is a detection signal input means for inputting a detection signal from the sensor unit 1, converting it to a potential signal to be processed in a circuit portion after the next stage, and outputting it as a detection signal α. The reference value setting means 5 for setting the potential of an arbitrary point of the detection signal α from the input means 3 as a reference value is inputted with the detection signal α from the detection signal input means 3 and the reference value setting means 4 is used as a reference. This is a comparison value setting means for obtaining a plurality of comparison values preset in advance at predetermined time intervals from the detection signal after setting the value.

ここで、本実施形態では比較値設定手段5における比較値の計数回数(第1基準回数)は12回に設定され、基準値計測後、等時間間隔、例えば50ms間隔で計測される。比較値設定手段5は、比較値計測を計数するカウンタを備え、計数回数が12に設定される。一般的に1回の咀嚼動作は成人男性で約0.5秒前後であり、50ms間隔で12回計測すれば、1回分の咀嚼動作のほぼ全体が計測できるからである。1回の咀嚼動作の時間は、年齢、性差によって異なるから、使用者の年齢等に対応して、この計数回数及び計数時間間隔を適宜変更することができる。 Here, in the present embodiment, the number of comparison value counts (first reference number) in the comparison value setting unit 5 is set to 12, and after the reference value is measured, measurement is performed at equal time intervals, for example, 50 ms intervals. The comparison value setting means 5 includes a counter for counting the comparison value measurement, and the number of counting is set to 12. This is because one masticatory action is generally about 0.5 seconds for an adult male, and if it is measured 12 times at intervals of 50 ms, almost the entire masticatory action for one time can be measured. Since the time for one mastication operation varies depending on the age and sex, the number of counting and the counting time interval can be appropriately changed according to the age of the user.

6は、基準値設定手段4により設定された基準値と、比較値設定手段5により計測されて得られた比較値を順次比較し、所定の第1基準回数(本実施形態では12回)、電位位差信号を得る比較手段である。7は、12個の電位差信号のうち、咀嚼動作時に得られる強い咬合力に対応して設定された所定電位差以上の電位差信号の数が、これもまた咀嚼動作時に得られる強い咬合力に対応して予め設定された所定の第2基準回数(本実施形態では8回に設定)以上存在するかどうかを判定する第1判定手段である。本実施形態の場合、12個(第1基準回数)の比較値のうち、8回(第2基準回数)以上所定電位差以上の電位差信号が得られた場合に、咀嚼動作に必要な咬合力が得られていると判定した。8回より少ないときは、咬合力が弱く、咀嚼ではない(例えば会話)可能性が高いのである。なお咀嚼動作は人によって早くかむ人、ゆっくりとかむ人等個人差があるから、上記8/12の回数は咀嚼動作が続いていることを示す信号であって、咀嚼回数に一致しているわけではない。 6 sequentially compares the reference value set by the reference value setting means 4 and the comparison value obtained by the measurement by the comparison value setting means 5 to obtain a predetermined first reference number (12 times in this embodiment), This is a comparison means for obtaining a potential difference signal. 7 shows that among the 12 potential difference signals, the number of potential difference signals equal to or greater than the predetermined potential difference set corresponding to the strong occlusal force obtained during the mastication operation also corresponds to the strong occlusal force obtained during the mastication operation. And a first determination means for determining whether or not the predetermined second reference number of times (set to eight in the present embodiment) exists. In the case of the present embodiment, when a potential difference signal greater than or equal to a predetermined potential difference is obtained 8 times (second reference number) or more among 12 (first reference times) comparison values, the occlusal force necessary for the mastication operation is obtained. It was determined that it was obtained. When it is less than 8 times, the bite force is weak and there is a high possibility that it is not mastication (for example, conversation). Note that the number of times 8/12 above is a signal indicating that the mastication operation continues, because it varies depending on the individual, such as the person who chews fast and slowly, depending on the person. is not.

比較値設定手段5、比較手段6及び第1判定手段7にて、第1判定部8が構成される。すなわち、検知信号の任意の時間の電位信号が基準値として設定されたのち、これに続く所定時間経過後に検知信号より比較値電位信号が計測され、基準値と比較値との電位差が計測される。さらにこの比較値計測に続いて所定時間経過後に2番目の比較値が計測され、同様に基準値とこの比較値との電位差が計測される。かかる処理が順次繰り返され、第1基準回数(12回)に達したとき終了する。さらに12回の計測値のうち、同様に繰り返し計数された所定電位差以上の計測値が第2基準回数に達したとき終了する。第1及び第2基準回数がともに満たされたとき、第1判定部8は咀嚼動作が続いていると判定するのである。 The comparison value setting means 5, the comparison means 6, and the first determination means 7 constitute a first determination unit 8. That is, after a potential signal at an arbitrary time of the detection signal is set as a reference value, a comparison value potential signal is measured from the detection signal after a predetermined time has elapsed, and a potential difference between the reference value and the comparison value is measured. . Further, after the comparison value measurement, the second comparison value is measured after a predetermined time has elapsed, and the potential difference between the reference value and the comparison value is also measured. Such processing is sequentially repeated, and ends when the first reference number (12 times) is reached. Further, of the 12 measurement values, the measurement ends when the measurement value equal to or greater than the predetermined potential difference repeatedly counted reaches the second reference number. When both the first and second reference times are satisfied, the first determination unit 8 determines that the mastication operation continues.

9は、第1判定手段7により、比較値である12個の電位信号のうち、所定電位差以上の電位差信号の数が、8回(第2基準回数)以上存在すると判定された回数(咀嚼動作が継続していると判定された回数)が、所定回数(第3基準回数)例えば8回のうち、これもまた所定回数(第4基準回数)例えば6回以上存在するかどうかを判定する第2判定手段である。この第2判定手段9は、第1判定手段7からの信号入力回数(第3基準回数)と、第4基準回数を計数するカウンタを備え、第3基準回数が8に達し、同時にその8回のうち、第4基準回数が6回存在するに至ったとき、出力信号を発生する。 9 is the number of times (mastication operation) determined by the first determination means 7 that the number of potential difference signals equal to or greater than a predetermined potential difference among the 12 potential signals as comparison values is 8 times (second reference number) or more. Of the predetermined number of times (third reference number), for example, eight times, is also the predetermined number of times (fourth reference number), for example, six times or more. 2 determination means. The second determination means 9 includes a counter that counts the number of signal inputs from the first determination means 7 (third reference number) and the fourth reference number, and the third reference number reaches eight and at the same time eight times. Among them, when the fourth reference number reaches six times, an output signal is generated.

第1判定手段7から条件を満たした一つの信号が第2判定手段9に入力すると、12番目の比較値計測後、所定時間経過後に再度検知信号より電位信号が検知され、2番目の基準値が設定される。以後、前述の1回目の基準値設定後と同様に、所定時間経過後に検知信号の電位が計測され比較値として設定される。この比較値は基準値と比較され、両者の電位差信号が得られる。この処理が順次12回繰り返され、そのうち8回所定電位差以上の比較値が計測されたとき、第1判定手段より、2つ目の判定信号が出力され、第2判定手段9に入力する。 When one signal satisfying the condition from the first determination means 7 is input to the second determination means 9, the potential signal is detected again from the detection signal after a predetermined time has elapsed after the 12th comparison value measurement, and the second reference value Is set. Thereafter, the potential of the detection signal is measured and set as a comparison value after a predetermined time has passed, as in the case of the first reference value setting. This comparison value is compared with a reference value, and a potential difference signal between them is obtained. This process is sequentially repeated 12 times, and when a comparison value greater than or equal to a predetermined potential difference is measured 8 times, a second determination signal is output from the first determination unit and input to the second determination unit 9.

このようにして第1判定部8にて処理され、第2判定手段9に信号が入力されるたびに、第2判定手段9と第1判定部との間で、新たな基準値設定とこれに続く比較値設定が行われ、同様の処理が繰り返されていく。これらの処理を行なう第1判定部8と第2判定手段9により第2判定部11が構成される。 In this way, every time a signal is input to the second determination unit 9 after being processed by the first determination unit 8, a new reference value is set and this is determined between the second determination unit 9 and the first determination unit. The comparison value setting following is performed, and the same processing is repeated. The first determination unit 8 and the second determination unit 9 that perform these processes constitute a second determination unit 11.

10は、この第2判定手段9の信号を受けて、これを咀嚼と認識する咀嚼認識手段である。第2判定手段9からの出力信号が8個(第3基準回数)存在することにより、咀嚼動作が続いていることが確認され、このうち6回(第4基準回数)分の変化があることを確認することにより、咀嚼動作と判断するのである。第3基準回数を8回、第4基準回数を6回に設定したのは、咀嚼動作と推定されるほど強い咬合動作が8回の計測期間中に6回発生すれば咀嚼動作が行われていると判定できるとしたものである。この判定条件は、実際の咀嚼動作に一致したが、さらに精度を上げるために、変更することも可能である。 Reference numeral 10 denotes a mastication recognition unit that receives the signal from the second determination unit 9 and recognizes it as mastication. The presence of 8 output signals (second reference number) from the second determination means 9 confirms that the mastication operation continues, and there is a change corresponding to 6 times (fourth reference number). By confirming this, it is determined as a mastication action. The reason why the third reference number is set to 8 and the fourth reference number is set to 6 is that if the occlusal movement is so strong that it is estimated to be a mastication action, the mastication action is performed 6 times during the measurement period of 8 times. It can be determined that there is. This determination condition coincides with the actual mastication operation, but can be changed to further increase the accuracy.

会話においても口は開閉し、咬合力が発生するが、これは咀嚼時の咬合力に比較して弱く、また咀嚼動作ほど連続して発生することも少ないため、咀嚼動作と会話動作との差を明確に行うことができる。検知信号入力手段3、基準値設定手段4、第1判定部8及び第2判定手段9とにより、第2判定部11が構成される。この第2判定部11は、強い咬合力が検知されて咀嚼動作と判定された回数が、咀嚼動作のもう一つの条件である連続性の条件を満たした場合に、咀嚼動作が行われていると判定する作用をなすものである。 During conversation, the mouth opens and closes, and an occlusal force is generated, which is weak compared to the bite force during mastication and is less likely to occur continuously as a mastication operation. Can be done clearly. The detection signal input unit 3, the reference value setting unit 4, the first determination unit 8, and the second determination unit 9 constitute a second determination unit 11. The second determination unit 11 performs the mastication operation when the number of times that a strong biting force is detected and the mastication operation is determined satisfies a continuity condition that is another condition of the mastication operation. It makes the action to judge.

図2は、センサ部1を外耳の外耳道12に装着した状態を示す。センサ部1には、1対のLEDとフォトトランジスタからなる検知センサ13が設けられており、LEDから発せられた光が外耳道12、又はその一部である鼓膜14に当たって反射し、フォトトランジスタにて受光される。これにより反射部位までの距離の信号が得られる。外耳下方に顎関節が位置することから、咀嚼あるいは会話による下顎の動きの影響を受けて、外耳道12は、その形状を変え、これが距離信号に反映されるのである。なお検知センサとして、LEDとフォトトランジスタの対を使用したときは、検知信号のノイズを減らし検知精度を上げることができる。また、同様に検知精度を上げるためセンサ対を複数個設けることもできる。 FIG. 2 shows a state in which the sensor unit 1 is mounted on the ear canal 12 of the outer ear. The sensor unit 1 is provided with a detection sensor 13 including a pair of LEDs and a phototransistor, and light emitted from the LED strikes the external ear canal 12 or the eardrum 14 which is a part of the ear canal and is reflected by the phototransistor. Received light. As a result, a signal of the distance to the reflection site is obtained. Since the temporomandibular joint is located below the outer ear, the external auditory canal 12 changes its shape under the influence of the movement of the lower jaw due to mastication or conversation, and this is reflected in the distance signal. When a pair of an LED and a phototransistor is used as a detection sensor, detection signal noise can be reduced and detection accuracy can be increased. Similarly, a plurality of sensor pairs can be provided to increase detection accuracy.

15は、検知センサ13の周囲を囲む弾性部材で、光信号の発信、受信部分は開口状態特許庁されている。弾性部材15は、センサ部1を外耳道12に挿入、装着したとき、外耳道12の表面に弾性変形して密接する。これにより、外部光の進入を防いでノイズを減らすとともに、センサ部1を装着した際の違和感をやわらげることができる。 Reference numeral 15 denotes an elastic member that surrounds the periphery of the detection sensor 13, and the transmission and reception portions of the optical signal are open patent offices. The elastic member 15 is elastically deformed and brought into close contact with the surface of the external auditory canal 12 when the sensor unit 1 is inserted and attached to the external auditory canal 12. Thereby, while approaching external light and reducing noise, the uncomfortable feeling at the time of mounting the sensor part 1 can be eased.

次に、実施形態に係る咀嚼認識装置の動作を、図3を参照してステップS1〜S7順に説明する。
S1:センサ部1にて得られた検知信号αを認識部2に入力する検知信号入力ステップ。
S2:ステップS1からの検知信号αの任意の一点の電位を基準値として設定する基準値設定ステップ。
S3:検知信号αを入力するとともに、基準値設定後、所定時間間隔を経て検知信号αより比較値を得る比較値設定ステップ。
S4:基準値と比較値を比較し、両者の電位差信号を得る比較ステップ。
S5:比較値設定に続き、所定時間間隔を経て検知信号αより2番目の比較値を得て基準値と比較し、両者の電位差信号を得、比較値設定及び基準値との比較処理を複数回実施し、その実施回数が所定の第1基準回数に達し、かつその実施回数の電位差信号のうち、所定電位差以上の電位差信号を有する回数が、所定の第2基準回数以上存在するかどうかを判定する第1判定ステップ。
S6:第1判定ステップS5により、第1基準回数の電位差信号のうち、所定電位差以上の電位差信号の数が、第2基準回数以上存在すると判定された回数が、所定の第3基準回数内において所定の第4基準回数以上存在するかどうかを判定する第2判定ステップ。
S7:第2判定ステップS6により第4基準回数以上存在すると判定されたとき、これを咀嚼と認識する咀嚼認識ステップ。
Next, operation | movement of the mastication recognition apparatus which concerns on embodiment is demonstrated in order of step S1-S7 with reference to FIG.
S1: A detection signal input step for inputting the detection signal α obtained by the sensor unit 1 to the recognition unit 2.
S2: a reference value setting step for setting a potential at an arbitrary point of the detection signal α from step S1 as a reference value.
S3: A comparison value setting step of inputting the detection signal α and obtaining a comparison value from the detection signal α after a predetermined time interval after setting the reference value.
S4: A comparison step of comparing the reference value with the comparison value to obtain a potential difference signal between the two.
S5: Following the comparison value setting, a second comparison value is obtained from the detection signal α after a predetermined time interval and compared with the reference value, the potential difference signal between them is obtained, and the comparison value setting and comparison processing with the reference value are performed in a plurality. Whether the number of executions reaches a predetermined first reference number, and among the potential difference signals of the number of executions, the number of times having a potential difference signal greater than or equal to a predetermined potential difference is greater than or equal to a predetermined second reference number. A first determination step for determining.
S6: The number of times that the number of potential difference signals greater than or equal to a predetermined potential difference is determined to be greater than or equal to the second reference number among the first reference number of potential difference signals in the first determination step S5 is within the predetermined third reference number A second determination step of determining whether or not there is a predetermined fourth reference number of times or more;
S7: A mastication recognition step for recognizing this as mastication when it is determined in the second determination step S6 that the number of times exceeds the fourth reference number.

前述の各ステップからなる咀嚼認識方法を、第4図を参照して具体的にステップ順に詳述する。
S101:第2判定手段9の計数回数を0にリセットする。
S102:第2判定部11による以下の第2判定処理を行う(S103〜S114)。
S103:第1判定手段7の計数回数を0にリセットする。
S104:センサ部1にて得られた検知信号αを認識部2に入力する。
S105:検知信号αの任意の一点の電位を基準値として設定する。
S106:第1判定部8による以下の第1判定処理を行う(S107〜S111)。
S107:所定時間間隔を経てセンサ部1にて得られた検知信号αを認識部2に入力し、検知信号αを比較値として設定する。
S108:基準値と比較値の差の絶対値を電位差信号に設定する。
S109:電位差信号が所定電位以上か否かを判定する。
S110:電位差信号が所定電位より大きいとき、第1判定手段7の計数回数に「1」を足す。
S111:かかる処理を第1基準回数(本実施形態の場合12回)繰り返す。ステップS109において、電位差信号が所定電位に達していないと判定されたときもこのステップに移る。第1判定部8による第1判定処理が終了。
S112:第1判定手段7の計数回数が第2基準回数(本実施形態の場合8回)以上か否かを判定する。
S113: 第1判定手段7の計数回数が第2基準回数以上と判定されたとき、第2判定手段9の計数回数に「1」を足す。
S114: かかる処理を第3基準回数(本実施形態の場合8回)繰り返す。ステップS112において、第1判定手段7の計数回数が第2基準回数に達していないと判定されたときもこのステップに移る。第2判定部11による第2判定処理が終了。
S115:第2判定手段9の計数回数が第4基準回数(本実施形態の場合6回)以上か否かを判定する。
S116: 第2判定手段9の計数回数が、第4基準回数以上と判定されたとき、「咀嚼である」と判定し、第4基準回数に達していないと判定されたとき、「咀嚼ではない」と判定する。
The mastication recognition method including the above-described steps will be described in detail in the order of steps with reference to FIG.
S101: Reset the counting number of the second determination means 9 to zero.
S102: The following second determination process is performed by the second determination unit 11 (S103 to S114).
S103: The number of counts of the first determination means 7 is reset to zero.
S104: The detection signal α obtained by the sensor unit 1 is input to the recognition unit 2.
S105: The potential at an arbitrary point of the detection signal α is set as a reference value.
S106: The following first determination process is performed by the first determination unit 8 (S107 to S111).
S107: The detection signal α obtained by the sensor unit 1 after a predetermined time interval is input to the recognition unit 2, and the detection signal α is set as a comparison value.
S108: The absolute value of the difference between the reference value and the comparison value is set in the potential difference signal.
S109: It is determined whether or not the potential difference signal is equal to or higher than a predetermined potential.
S110: When the potential difference signal is larger than the predetermined potential, “1” is added to the number of counts of the first determination means 7.
S111: This process is repeated for the first reference number (12 times in this embodiment). If it is determined in step S109 that the potential difference signal has not reached the predetermined potential, the process also proceeds to this step. The 1st determination process by the 1st determination part 8 is complete | finished.
S112: It is determined whether the number of counts of the first determination means 7 is equal to or greater than the second reference number (eight times in the case of the present embodiment).
S113: When it is determined that the number of counts of the first determination means 7 is equal to or greater than the second reference number, “1” is added to the number of counts of the second determination means 9.
S114: This process is repeated for the third reference number (eight times in this embodiment). If it is determined in step S112 that the number of counts of the first determination means 7 has not reached the second reference number, the process also proceeds to this step. The 2nd determination process by the 2nd determination part 11 is complete | finished.
S115: It is determined whether or not the number of counts of the second determination means 9 is equal to or greater than the fourth reference number (six times in the present embodiment).
S116: When the number of counts of the second determination means 9 is determined to be greater than or equal to the fourth reference number, it is determined as “mastication”, and when it is determined that the fourth reference number has not been reached, “not mastication” Is determined.

ここで、図3に示すステップS1は図4に示すステップS104に、以下同様にステップS2はステップS105に、ステップS3はステップS107に、ステップS4はステップS108に、ステップS5はステップS109〜S113に、ステップS6はステップS114,115に、ステップS7はステップS116にそれぞれ対応する。 Here, step S1 shown in FIG. 3 is the same as step S104 shown in FIG. 4, and similarly, step S2 is step S105, step S3 is step S107, step S4 is step S108, and step S5 is step S109-S113. Step S6 corresponds to Steps S114 and 115, and Step S7 corresponds to Step S116.

次に、図5を参照して、検知信号αの実際の例について説明する。図において縦軸は電圧(電位差)信号を横軸は時間を表す。咀嚼動作の任意の時間において基準値a1を設定し、これに続き50ms間隔で12個の比較値b1〜b12信号が検知される。基準値a1及びこれに続く比較値b1〜b12信号の検知時間間隔と回数は、通常の咀嚼動作1回分を想定して定めた値である。これを1ループP1で示す。12番目の比較値b12の検知に続き、2回目の基準値a2を設定し、前述と同様に50ms間隔で12回比較値b1〜b12信号を検知する。これを2番目のループP2とする。 Next, an actual example of the detection signal α will be described with reference to FIG. In the figure, the vertical axis represents a voltage (potential difference) signal, and the horizontal axis represents time. A reference value a1 is set at an arbitrary time of the mastication operation, and subsequently, 12 comparison value b1 to b12 signals are detected at intervals of 50 ms. The detection time interval and the number of times of the reference value a1 and the subsequent comparison values b1 to b12 are values determined by assuming one normal chewing operation. This is indicated by one loop P1. Following the detection of the twelfth comparison value b12, the second reference value a2 is set, and the comparison value b1 to b12 signals are detected twice at intervals of 50 ms as described above. This is the second loop P2.

以下同様の基準値設定、比較値検知動作を行なう。ループP1,P2,…は、ほぼ1回の咀嚼動作に対応するが、これには年齢によって差があり、必ずしも特定の個人の咀嚼動作時間感覚に一致するわけではない。しかしながら、咀嚼動作の時間間隔がループP1,P2,…と多少ずれたとしても、得られる基準値及び比較値から、咀嚼動作の判定は可能である。 Thereafter, similar reference value setting and comparison value detection operations are performed. The loops P1, P2,... Correspond to almost one mastication operation, but this differs depending on the age, and does not necessarily coincide with a specific individual's sense of mastication operation time. However, even if the time interval of the chewing action slightly deviates from the loops P1, P2,..., The chewing action can be determined from the obtained reference value and comparison value.

咀嚼動作と判定するための基準値と比較値の設定電位差を15mvとすると、1回目及び2回目のループP1,P2においては、比較値b1〜b12信号のち、設定電位差以上の比較値がそれぞれ8個、8個であり、ステップS112の条件を満たしている。他方3回目ループP3においては、比較値b1〜b12信号のうち、設定電位差以上の比較値は存在しない。それゆえ、本実施形態によれば、ループP1,P2は咀嚼動作であり、ループP3は咀嚼動作ではない。 Assuming that the set potential difference between the reference value and the comparison value for determining mastication is 15 mV, the comparison values b1 to b12 in the first and second loops P1 and P2 each have a comparison value greater than the set potential difference of 8 respectively. 8 and 8, which satisfies the condition of step S112. On the other hand, in the third loop P3, there is no comparison value greater than the set potential difference among the comparison value b1 to b12 signals. Therefore, according to the present embodiment, the loops P1 and P2 are chewing actions, and the loop P3 is not a chewing action.

図6において、縦軸は電圧(電位差)信号を、横軸は時間を示す。検知信号αの判定により、7秒間で10回(ループ1〜10)咀嚼動作を行なっていることがわかる。すなわち第3基準回数8回のループP1〜P8すべてが「咀嚼である」と判定されている(第4基準回数(6回)以上)。それゆえ、ステップS115の条件が満たされ、「咀嚼である」と判定される。 In FIG. 6, the vertical axis indicates a voltage (potential difference) signal, and the horizontal axis indicates time. It can be seen from the determination of the detection signal α that the chewing operation is performed 10 times (loops 1 to 10) in 7 seconds. That is, all the loops P1 to P8 having the third reference number of 8 are determined to be “chewing” (fourth reference number (6 times or more)). Therefore, the condition of step S115 is satisfied and it is determined that “it is mastication”.

一般成人の咀嚼動作は、前述のような時間間隔でなされる。高齢者では、この間隔は長くなり、かつ比較値電圧信号の差は、小さくなる傾向がある。しかしながら咀嚼動作と判定する電位差、比較値検知回数及びループ回数を調整すれば、正確に咀嚼動作を判定することができる。 A general adult's chewing action is performed at the time intervals as described above. In the elderly, this interval becomes long and the difference of the comparison value voltage signal tends to become small. However, if the potential difference determined as the mastication operation, the comparison value detection count, and the loop count are adjusted, the mastication operation can be accurately determined.

前述した実施形態では、第1判定部8において、基準値設定、比較値設定、基準値と比較値の比較、両者の電位差計測、その差が所定電位差以上かどうか判定、2番目の比較値設定、基準値と2番目の比較値の比較、両者の電位差計測、その差が所定電位差以上かどうか判定、以後同様の処理を第1基準回数(12回)実施し、そのうち基準値と比較値の電位差が所定の電位差以上あると判定された回数が第2基準回数(8回)に達したかどうか判定、という順序で処理を行ったが、比較値設定は、連続して第1基準回数すなわち12回分所定時間間隔で計測し、これをレジスタ等に記録しておき、これらと基準値とを比較して、所定電位差以上ある回数が何回あるかを判定する方法としてもよい。第2判定部11においても同様に、第3基準回数分を一旦レジスタ等に記録しておき、後で一括処理する方法も可能である。 In the above-described embodiment, in the first determination unit 8, the reference value setting, the comparison value setting, the comparison between the reference value and the comparison value, the potential difference measurement between them, the determination whether the difference is equal to or greater than the predetermined potential difference, the second comparison value setting , Comparing the reference value with the second comparison value, measuring the potential difference between them, determining whether the difference is equal to or greater than the predetermined potential difference, and thereafter performing the same processing the first reference number (12 times), of which the reference value and the comparison value The process is performed in the order of determining whether the number of times that the potential difference is equal to or greater than the predetermined potential difference has reached the second reference number (eight times). A method may be used in which measurement is performed at a predetermined time interval for 12 times, recorded in a register or the like, and compared with a reference value to determine how many times there are a predetermined potential difference or more. Similarly, the second determination unit 11 can record the third reference number of times once in a register or the like and perform batch processing later.

本発明は、ヒトが本装置を常時耳に装着しておくことにより、使用者が咀嚼を行ったかどうか、すなわち食事をしたかどうか、いつ食事をしたか、また咀嚼は正常な回数だったかどうか(十分な咀嚼だったかどうか)などの情報を得ることができる。これより使用者の健康管理、安否確認を行なうことができ、高齢者の見守り支援に利用して有用である。 The present invention is based on whether or not the user has chewed the device at all times, that is, whether the user has chewed, i.e. whether he has eaten, when he has eaten, and whether chewing has been normal Information such as (whether it was enough chewing) can be obtained. This makes it possible to check the health and safety of the user, and is useful for monitoring the elderly.

1 センサ部
2 認識部
3 検知信号入力手段
4 基準値設定手段
5 比較値設定手段
6 比較手段
7 第1判定手段
8 第1判定部
9 第2判定手段
10 咀嚼認識手段
11 第2判定部
12 外耳道
13 検知センサ
14 鼓膜
15 弾性部材
DESCRIPTION OF SYMBOLS 1 Sensor part 2 Recognition part 3 Detection signal input means 4 Reference value setting means 5 Comparison value setting means 6 Comparison means 7 1st determination means 8 1st determination part 9 2nd determination means 10 Mastication recognition means 11 2nd determination part 12 External auditory canal 13 Detection sensor 14 Tympanic membrane 15 Elastic member

Claims (5)

外耳に装着され、その形状変化を距離の変化として検知し、検知信号を出力するセンサ部と、該センサ部からの前記検知信号に基づいて咀嚼を認識する認識部とを備える咀嚼認識装置であって、
前記認識部は、
前記センサ部からの検知信号が入力する検知信号入力手段と、
該検知信号入力手段からの前記検知信号の任意の一点の電位を基準値として設定する基準値設定手段と、
前記検知信号入力手段からの前記検知信号が入力されるとともに、前記基準値設定後、所定時間間隔を経て前記検知信号より比較値を得る比較値設定手段と、
前記基準値と前記比較値を比較し、両者の電位差信号を得る比較手段と、
前記比較値設定に続き、前記所定時間間隔を経て前記検知信号より2番目の比較値を得て前記基準値と比較し、両者の電位差信号を得、係る比較値設定及び前記基準値との比較処理を複数回実施し、その実施回数が所定の第1基準回数に達し、かつその実施回数の電位差信号のうち、所定電位差以上の電位差信号を有する回数が、所定の第2基準回数以上存在するかどうかを判定する第1判定手段と、
該第1判定手段により、前記第1基準回数の電位差信号のうち、所定電位差以上の電位差信号の数が、前記第2基準回数以上存在すると判定された回数が、所定の第3基準回数内において所定の第4基準回数以上存在するかどうかを判定する第2判定手段と、
該第2判定手段により前記第4基準回数以上存在すると判定されたとき、これを咀嚼と認識する咀嚼認識手段と、
を備える咀嚼認識装置。
A mastication recognition device that includes a sensor unit that is attached to the outer ear, detects a change in shape thereof as a change in distance, and outputs a detection signal, and a recognition unit that recognizes mastication based on the detection signal from the sensor unit. And
The recognition unit
A detection signal input means for inputting a detection signal from the sensor unit;
Reference value setting means for setting a potential at an arbitrary point of the detection signal from the detection signal input means as a reference value;
The detection signal is input from the detection signal input means, and after setting the reference value, a comparison value setting means for obtaining a comparison value from the detection signal after a predetermined time interval;
Comparing means for comparing the reference value and the comparison value to obtain a potential difference signal between the two,
Subsequent to the comparison value setting, a second comparison value is obtained from the detection signal after the predetermined time interval and compared with the reference value to obtain a potential difference signal therebetween, and the comparison value setting and comparison with the reference value are performed. The process is performed a plurality of times, the number of executions reaches a predetermined first reference number, and among the potential difference signals of the number of executions, the number of times having a potential difference signal greater than or equal to a predetermined potential difference is greater than or equal to a predetermined second reference number First determination means for determining whether or not
The number of times that the number of potential difference signals greater than or equal to a predetermined potential difference among the potential difference signals of the first reference number is determined to be greater than or equal to the second reference number is within the predetermined third reference number. Second determination means for determining whether or not there is a predetermined fourth reference number or more;
Mastication recognition means for recognizing this as mastication when it is determined by the second determination means that the number of times exceeds the fourth reference number;
A chewing recognition device comprising:
前記センサ部が、光学式センサ又は音響センサを含むことを特徴とする請求項1記載の咀嚼認識装置。 The mastication recognition apparatus according to claim 1, wherein the sensor unit includes an optical sensor or an acoustic sensor. 前記光学式センサは、反射型フォトセンサ又はFBG型光ファイバセンサであり、前記音響センサは超音波式距離センサであることを特徴とする請求項2記載の咀嚼認識装置。 The optical sensor is a reflection type photosensor or FBG optical fiber sensor, the sound Hibikise capacitors chewing recognition apparatus according to claim 2, characterized in that the ultrasonic distance sensor. 外耳に装着されるセンサ部にて、外耳の形状変化に対応する検知信号を得、該検知信号に基づいて咀嚼を認識する咀嚼認識方法であって、
前記センサ部からの検知信号が入力する検知信号入力ステップと、
該検知信号入力ステップからの前記検知信号の任意の一点の電位を基準値として設定する基準値設定ステップと、
前記検知信号入力ステップからの前記検知信号が入力されるとともに、前記基準値設定後、所定時間間隔を経て前記検知信号より比較値を得る比較値設定ステップと、
前記基準値と前記比較値を比較し、両者の電位差信号を得る比較ステップと、
前記比較値設定に続き、前記所定時間間隔を経て前記検知信号より2番目の比較値を得て前記基準値と比較し、両者の電位差信号を得、係る比較値設定及び前記基準値との比較処理を複数回実施し、その実施回数が所定の第1基準回数に達し、かつその実施回数の電位差信号のうち、所定電位差以上の電位差信号を有する回数が、所定の第2基準回数以上存在するかどうかを判定する第1判定ステップと、
該第1判定ステップにより、前記第1基準回数の電位差信号のうち、所定電位差以上の電位差信号の数が、前記第2基準回数以上存在すると判定された回数が、所定の第3基準回数内において所定の第4基準回数以上存在するかどうかを判定する第2判定ステップと、該第2判定ステップにより前記第4基準回数以上存在すると判定されたとき、これを咀嚼と認識する咀嚼認識ステップと、
を含む咀嚼認識方法。
A mastication recognition method for obtaining a detection signal corresponding to a change in shape of the outer ear in a sensor unit attached to the outer ear and recognizing mastication based on the detection signal,
A detection signal input step for inputting a detection signal from the sensor unit;
A reference value setting step for setting an arbitrary potential of the detection signal from the detection signal input step as a reference value;
A comparison value setting step in which the detection signal from the detection signal input step is input, and after setting the reference value, a comparison value is obtained from the detection signal after a predetermined time interval;
A comparison step of comparing the reference value and the comparison value to obtain a potential difference signal between the two;
Subsequent to the comparison value setting, a second comparison value is obtained from the detection signal after the predetermined time interval and compared with the reference value to obtain a potential difference signal therebetween, and the comparison value setting and comparison with the reference value are performed. The process is performed a plurality of times, the number of executions reaches a predetermined first reference number, and among the potential difference signals of the number of executions, the number of times having a potential difference signal greater than or equal to a predetermined potential difference is greater than or equal to a predetermined second reference number A first determination step for determining whether or not
The number of times that the first determination step determines that the number of potential difference signals greater than or equal to a predetermined potential difference among the potential difference signals of the first reference number is greater than or equal to the second reference number is within the predetermined third reference number. A second determination step for determining whether or not there is a predetermined fourth reference number or more, and a mastication recognition step for recognizing this as mastication when it is determined by the second determination step that the fourth reference number or more is present;
A chewing recognition method including:
外耳に装着されるセンサ部にて、外耳の形状変化に対応する検知信号を得、該検知信号に基づいて、コンピュータに以下のステップを実行させ、咀嚼認識を行うためのプログラム前記センサ部からの検知信号が入力する検知信号入力ステップ、
該検知信号入力ステップからの前記検知信号の任意の一点の電位を基準値として設定する基準値設定ステップ、
前記検知信号入力ステップからの前記検知信号が入力されるとともに、前記基準値設定後、所定時間間隔を経て前記検知信号より比較値を得る比較値設定ステップ、
前記基準値と前記比較値を比較し、両者の電位差信号を得る比較ステップ、
前記比較値設定に続き、前記所定時間間隔を経て前記検知信号より2番目の比較値を得て前記基準値と比較し、両者の電位差信号を得、係る比較値設定及び前記基準値との比較処理を複数回実施し、その実施回数が所定の第1基準回数に達し、かつその実施回数の電位差信号のうち、所定電位差以上の電位差信号を有する回数が、所定の第2基準回数以上存在するかどうかを判定する第1判定ステップ、
該第1判定ステップにより、前記第1基準回数の電位差信号のうち、所定電位差以上の電位差信号の数が、前記第2基準回数以上存在すると判定された回数が、所定の第3基準回数内において所定の第4基準回数以上存在するかどうかを判定する第2判定ステップ、
該第2判定ステップにより前記第4基準回数以上存在すると判定されたとき、これを咀嚼と認識する咀嚼認識ステップ。
A program for obtaining a detection signal corresponding to a change in the shape of the outer ear in a sensor unit attached to the outer ear, and causing the computer to execute the following steps based on the detection signal from the sensor unit. Detection signal input step in which the detection signal is input,
A reference value setting step for setting a potential at an arbitrary point of the detection signal from the detection signal input step as a reference value;
A comparison value setting step in which the detection signal from the detection signal input step is input, and after setting the reference value, a comparison value is obtained from the detection signal through a predetermined time interval.
A comparison step of comparing the reference value and the comparison value to obtain a potential difference signal between the two;
Subsequent to the comparison value setting, a second comparison value is obtained from the detection signal after the predetermined time interval and compared with the reference value to obtain a potential difference signal therebetween, and the comparison value setting and comparison with the reference value are performed. The process is performed a plurality of times, the number of executions reaches a predetermined first reference number, and among the potential difference signals of the number of executions, the number of times having a potential difference signal greater than or equal to a predetermined potential difference is greater than or equal to a predetermined second reference number A first determination step for determining whether or not
The number of times that the first determination step determines that the number of potential difference signals greater than or equal to a predetermined potential difference among the potential difference signals of the first reference number is greater than or equal to the second reference number is within the predetermined third reference number. A second determination step for determining whether or not there is a predetermined fourth reference number or more;
A mastication recognition step of recognizing this as mastication when it is determined by the second determination step that the number of times exceeds the fourth reference number.
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