JP6775908B2 - Person position detection device, person position detection system, person position detection method and program - Google Patents

Person position detection device, person position detection system, person position detection method and program Download PDF

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JP6775908B2
JP6775908B2 JP2019519829A JP2019519829A JP6775908B2 JP 6775908 B2 JP6775908 B2 JP 6775908B2 JP 2019519829 A JP2019519829 A JP 2019519829A JP 2019519829 A JP2019519829 A JP 2019519829A JP 6775908 B2 JP6775908 B2 JP 6775908B2
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person
receiver
transmitter
feature amount
signal strength
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JPWO2018216088A1 (en
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義統 中島
義統 中島
直之 樋原
直之 樋原
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Mitsubishi Electric Corp
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S13/00Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
    • G01S13/02Systems using reflection of radio waves, e.g. primary radar systems; Analogous systems
    • G01S13/04Systems determining presence of a target
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S13/00Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
    • G01S13/02Systems using reflection of radio waves, e.g. primary radar systems; Analogous systems
    • G01S13/06Systems determining position data of a target
    • G01S13/46Indirect determination of position data
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V3/00Electric or magnetic prospecting or detecting; Measuring magnetic field characteristics of the earth, e.g. declination, deviation
    • G01V3/12Electric or magnetic prospecting or detecting; Measuring magnetic field characteristics of the earth, e.g. declination, deviation operating with electromagnetic waves

Description

本発明は無線通信機を用いた人位置検知装置、人位置検知システム、人位置検知方法及びプログラムに関する。 The present invention relates to a person position detection device using a wireless communication device, a person position detection system, a person position detection method, and a program.

マルチパス環境の空間内においては、電波のRSSI(受信信号強度: Received Signal Strength Indication)が人の動きによって変動することを利用し、空間内に人が存在するか否かを検出する存在検知システムが提案されている。 An existence detection system that detects whether or not a person is present in the space by utilizing the fact that the RSSI (Received Signal Strength Indication) of radio waves fluctuates according to the movement of a person in the space of a multipath environment. Has been proposed.

特許文献1には、TV放送波、FM放送波などの放送電波を利用し、屋内のマルチパス環境による受信レベルの変動に基づいて屋内に人が存在するか否かを検知する技術が開示されている。特許文献2には、無線アクセスポイントが出力した電波を受信したときのRSSIの変化量が閾値を上回るか否かを判別して人が室内に存在するか否かを検知する技術が開示されている。特許文献3には、RSSIの標準偏差に基づいて室内に人が存在するか否か及び存在する人の数を検知する技術が開示されている。 Patent Document 1 discloses a technique for detecting whether or not a person exists indoors based on fluctuations in reception level due to an indoor multipath environment using broadcast radio waves such as TV broadcast waves and FM broadcast waves. ing. Patent Document 2 discloses a technique for detecting whether or not a person is present in a room by determining whether or not the amount of change in RSSI when receiving a radio wave output by a wireless access point exceeds a threshold value. There is. Patent Document 3 discloses a technique for detecting whether or not a person is present in a room and the number of people present based on the standard deviation of RSSI.

特開2006−221213号公報Japanese Unexamined Patent Publication No. 2006-22213 国際公開第2009/125627号International Publication No. 2009/125627 特開2010−54098号公報JP-A-2010-54098

前述した技術はいずれも、検知対象となる空間内に人が存在するか否かは検知できるが、人が空間内のどの位置に存在するかは検知できない。よって、例えば空調機の制御において、空調の対象となる室内に人が存在するときは空調を作動させ、存在しないときは空調を停止させる、という簡便な空調制御は可能だが、人の存在位置に応じた詳細な空調制御をすることはできない。 All of the above-mentioned techniques can detect whether or not a person exists in the space to be detected, but cannot detect where the person exists in the space. Therefore, for example, in the control of an air conditioner, it is possible to perform simple air conditioning control in which the air conditioner is activated when a person is present in the room to be air-conditioned and the air conditioner is stopped when the person is not present. It is not possible to perform detailed air conditioning control according to the situation.

本発明は上記の事情に鑑みてなされたものであり、人の存在の有無と人の存在位置とを検知できる人位置検知装置、人位置検知システム、人位置検知方法及びプログラムを提供することを目的とする。 The present invention has been made in view of the above circumstances, and provides a human position detection device, a human position detection system, a human position detection method, and a program capable of detecting the presence or absence of a person and the presence position of a person. The purpose.

本発明に係る人位置検知装置は、送信機が発しマルチパス伝搬により伝搬する電波を受信する受信機と接続された人位置検知装置であって、通信手段と、記憶手段と、特徴量算出手段と、検知手段と、を備える。通信手段は受信機が受信した電波に係る受信信号強度を受信信号強度情報として受信機から取得する。記憶手段は送信機及び受信機が配置されている位置を配置情報として記憶し、受信信号強度情報を受信信号強度の履歴として記憶する。特徴量算出手段は受信信号強度の履歴に基づいて特徴量を算出する。検知手段は、検知対象となる空間内における人の存在と、検知対象となる空間内に人が存在する場合の人の存在位置とを、マルチパス伝搬により伝搬する電波における特徴量が送信機の配置位置と受信機の配置位置と人の存在位置とに応じて対応関係を有する事実に基づき、対応関係を配置情報に適用することにより配置情報と特徴量とに基づいて検知する。 The person position detection device according to the present invention is a person position detection device connected to a receiver that receives radio waves emitted by a transmitter and propagated by multipath propagation, and is a communication means, a storage means, and a feature amount calculation means. And a detection means. The communication means acquires the received signal strength related to the radio wave received by the receiver as the received signal strength information from the receiver. The storage means stores the position where the transmitter and the receiver are arranged as arrangement information, and stores the received signal strength information as a history of the received signal strength. The feature amount calculation means calculates the feature amount based on the history of the received signal strength. In the detection means, the presence of a person in the space to be detected and the position of the person in the space to be detected are determined by the feature amount in the radio wave propagating by multi-path propagation of the transmitter. Based on the fact that there is a correspondence relationship depending on the placement position, the placement position of the receiver, and the existence position of a person, the correspondence relationship is applied to the placement information to detect based on the placement information and the feature amount.

本発明によれば、送信機及び受信機の配置情報とRSSIとに基づいて人の存在位置を推定することにより、人が検知対象の空間内に存在するか否かのみではなく、人の存在位置も検知できる。 According to the present invention, by estimating the existence position of a person based on the arrangement information of the transmitter and the receiver and RSSI, not only whether or not the person exists in the space to be detected but also the existence of the person The position can also be detected.

実施の形態に係る人位置検知システムを導入した部屋内の例を示す上面図Top view showing an example in a room in which a person position detection system according to an embodiment is introduced. 実施の形態に係る人位置検知システムのブロック図Block diagram of the person position detection system according to the embodiment 実施の形態に係る受信機のブロック図Block diagram of the receiver according to the embodiment 実施の形態に係る空調制御装置のブロック図Block diagram of the air conditioning controller according to the embodiment 検知対象の空間内に人が存在しない場合のRSSIを示すグラフGraph showing RSSI when there is no person in the space to be detected 検知対象の空間内に人が存在する場合のRSSIを示すグラフGraph showing RSSI when a person exists in the space to be detected 受信機、送信機及び人の位置関係を示す図The figure which shows the positional relationship of a receiver, a transmitter and a person 送信機と受信機との間に人が存在する場合のRSSIを示すグラフGraph showing RSSI when there is a person between the transmitter and the receiver 送信機と受信機との間には人が存在しない場合のRSSIを示すグラフGraph showing RSSI when there is no person between the transmitter and receiver 送信機と受信機との間には人が存在しない場合のRSSIを示すグラフGraph showing RSSI when there is no person between the transmitter and receiver 実施の形態に係る人位置検知システムの動作を示すフローチャートA flowchart showing the operation of the person position detection system according to the embodiment. 実施の形態に係る人分布マップを示す図The figure which shows the person distribution map which concerns on embodiment 実施の形態の変形例に係る人位置検知システムを導入した部屋内の例を示す上面図Top view showing an example in a room in which a person position detection system according to a modified example of the embodiment is introduced.

(実施の形態)
図1から図9を参照しながら本発明の実施の形態に係る人位置検知装置、人位置検知システム、人位置検知方法及びプログラムについて説明する。
(Embodiment)
The person position detection device, the person position detection system, the person position detection method, and the program according to the embodiment of the present invention will be described with reference to FIGS. 1 to 9.

図1及び図2を参照しながら、人位置検知システム1の構成を説明する。人位置検知システム1は部屋40内を検知対象の空間とし、部屋40内に人401が存在するか否か及び人401の存在する位置を検知するシステムである。人位置検知システム1は、部屋40内の中央付近に配置された送信機10と、部屋40の四隅付近に配置された4台の受信機20a−20dと、部屋40内の適当な位置に配置された空調制御装置30と、を備える。送信機10は電波を発し、無線通信路50により各受信機20へ無線信号を送信する。空調制御装置30は有線通信路60により各受信機20と通信を行う。また、空調制御装置30は人位置検知結果に応じて、有線通信路60を介して空気調和機70の制御を行う。 The configuration of the person position detection system 1 will be described with reference to FIGS. 1 and 2. The person position detection system 1 is a system that sets the inside of the room 40 as the space to be detected and detects whether or not the person 401 exists in the room 40 and the position where the person 401 exists. The person position detection system 1 is arranged at an appropriate position in the room 40, the transmitter 10 arranged near the center in the room 40, the four receivers 20a-20d arranged near the four corners of the room 40, and the four receivers 20a-20d. The air-conditioning control device 30 is provided. The transmitter 10 emits radio waves and transmits a wireless signal to each receiver 20 through the wireless communication path 50. The air conditioning control device 30 communicates with each receiver 20 through the wired communication path 60. Further, the air conditioning control device 30 controls the air conditioner 70 via the wired communication path 60 according to the human position detection result.

送信機10が発する電波は、直接受信機20まで伝搬するものもあれば、部屋40内の壁、机、人401などに当たって反射、減衰しながら受信機20まで伝搬するものもある。つまり部屋40内はマルチパス環境である。送信機10は常時または一定時間ごとに電波を発することが望ましい。また、各方向に電波を送信可能とするため、送信機10が備える送信用アンテナは、例えばダイポールアンテナのような指向性の弱いアンテナであることが望ましい。 Some of the radio waves emitted by the transmitter 10 propagate directly to the receiver 20, while others hit the walls, desks, people 401, etc. in the room 40 and propagate to the receiver 20 while being reflected and attenuated. That is, the room 40 is a multipath environment. It is desirable that the transmitter 10 emits radio waves at all times or at regular intervals. Further, in order to be able to transmit radio waves in each direction, it is desirable that the transmitting antenna included in the transmitter 10 is an antenna having a weak directivity such as a dipole antenna.

送信機10としては、一定時間以上移動することがなく、受信機20が受信可能な電波を発するものであれば各種の無線機器を利用可能である。例えば温度センサ、湿度センサ、照度センサなどの環境センサを備え、環境情報を無線通信により各受信機20に送信する無線センサ端末を送信機10として利用可能である。また、ビル用エアコンのリモコン、無線LAN(Local Area Network)用アクセスポイント、無線LANにより通信を行うPC(Personal Computer)なども送信機10として利用可能である。ただし送信機10としてノートPCを用いる場合、ノートPCの運搬中には送信機10としては利用できない。 As the transmitter 10, various wireless devices can be used as long as they do not move for a certain period of time or more and emit radio waves that can be received by the receiver 20. For example, a wireless sensor terminal provided with environmental sensors such as a temperature sensor, a humidity sensor, and an illuminance sensor and transmitting environmental information to each receiver 20 by wireless communication can be used as the transmitter 10. Further, a remote controller for a building air conditioner, an access point for a wireless LAN (Local Area Network), a PC (Personal Computer) that communicates by wireless LAN, and the like can also be used as the transmitter 10. However, when a notebook PC is used as the transmitter 10, it cannot be used as the transmitter 10 while the notebook PC is being transported.

受信機20は送信機10が発した電波を受信する。図3に示すとおり受信機20は、送信機10が発した電波を受信する受信用アンテナ201と、受信用アンテナ201が受信した電波を処理する受信回路202と、受信回路202が処理した電波のRSSI(受信信号強度: Received Signal Strength Indication)を測定するRSSI測定回路203と、受信回路202とRSSI測定回路203を制御し、RSSI測定回路203が測定したRSSIをRSSI情報として通信部205を介して空調制御装置30に送信する受信制御部204と、有線通信路60経由で空調制御装置30と通信を行う通信部205と、を備える。 The receiver 20 receives the radio wave emitted by the transmitter 10. As shown in FIG. 3, the receiver 20 includes a receiving antenna 201 that receives radio waves emitted by the transmitter 10, a receiving circuit 202 that processes radio waves received by the receiving antenna 201, and radio waves processed by the receiving circuit 202. The RSSI measurement circuit 203 for measuring RSSI (Received Signal Strength Indication), the receiving circuit 202 and the RSSI measurement circuit 203 are controlled, and the RSSI measured by the RSSI measurement circuit 203 is used as RSSI information via the communication unit 205. It includes a reception control unit 204 for transmitting to the air conditioning control device 30, and a communication unit 205 for communicating with the air conditioning control device 30 via a wired communication path 60.

受信用アンテナ201は送信機10が発した電波を受信し、電気信号に変換して受信回路202に出力する。各方向から電波を受信可能とするため、送信機10が備える送信用アンテナと同様に、受信用アンテナ201は指向性の弱いアンテナであることが望ましい。 The receiving antenna 201 receives the radio wave emitted by the transmitter 10, converts it into an electric signal, and outputs it to the receiving circuit 202. In order to be able to receive radio waves from each direction, it is desirable that the receiving antenna 201 has a weak directivity, like the transmitting antenna included in the transmitter 10.

受信回路202は、受信用アンテナ201が出力した電気信号に対して、受信制御部204の制御に基づいて信号処理を行う。信号処理とは、電気信号を増幅回路で増幅すること、電気信号に帯域制限フィルタを適用して送信機が発した電波に係る周波数の電気信号のみを取り出すことなどである。受信回路202は信号処理をした電気信号をRSSI測定回路203に出力する。 The reception circuit 202 performs signal processing on the electric signal output by the reception antenna 201 based on the control of the reception control unit 204. Signal processing includes amplifying an electric signal with an amplifier circuit, applying a band limiting filter to the electric signal, and extracting only an electric signal having a frequency related to a radio wave emitted by a transmitter. The receiving circuit 202 outputs the signal-processed electric signal to the RSSI measurement circuit 203.

RSSI測定回路203は受信制御部204の制御に基づいて、受信回路202から取得した電気信号のRSSIを測定し、受信制御部204にRSSI情報として出力する。 The RSSI measurement circuit 203 measures the RSSI of the electric signal acquired from the reception circuit 202 based on the control of the reception control unit 204, and outputs the RSSI information to the reception control unit 204 as RSSI information.

受信制御部204は受信回路202及びRSSI測定回路203を制御し、RSSI測定回路203からRSSI情報を取得する。また、通信部205を介してRSSI情報を空調制御装置30に送信する。 The reception control unit 204 controls the reception circuit 202 and the RSSI measurement circuit 203, and acquires RSSI information from the RSSI measurement circuit 203. Further, RSSI information is transmitted to the air conditioning control device 30 via the communication unit 205.

空調制御装置30は人位置検知装置として機能する。図4に示すとおり空調制御装置30は、有線通信路60経由で各受信機20及び空気調和機70と通信を行う通信部301と、各受信機20からRSSI情報を取得し、記憶部303と検知部304と特徴量算出部305と空気調和機70とを制御する制御部302と、送信機10及び各受信機20の配置位置を配置情報として記憶し、検知部304が検知を行う際に作成する人分布マップに係る情報を記憶し、制御部302が取得したRSSI情報をRSSIの履歴として記憶し、検知部304が検知を行う際に使用する閾値を記憶する記憶部303と、記憶部303が記憶するRSSIの履歴から特徴量を算出する特徴量算出部305と、記憶部303が記憶する配置情報及び閾値と特徴量算出部305が算出したRSSIの特徴量とに基づいて人401の存在及び人401の存在位置を検知する検知部304と、を備える。人分布マップについては後述する。 The air conditioning control device 30 functions as a person position detecting device. As shown in FIG. 4, the air conditioning control device 30 acquires RSSI information from each of the communication unit 301 that communicates with each receiver 20 and the air conditioner 70 via the wired communication path 60, and the storage unit 303. When the detection unit 304 stores the arrangement positions of the control unit 302 that controls the detection unit 304, the feature amount calculation unit 305, and the air conditioner 70, the transmitter 10 and each receiver 20 as arrangement information, and the detection unit 304 performs detection. A storage unit 303 and a storage unit that store information related to the person distribution map to be created, store RSSI information acquired by the control unit 302 as an RSSI history, and store a threshold used when the detection unit 304 performs detection. Based on the feature amount calculation unit 305 that calculates the feature amount from the RSSI history stored in 303, the arrangement information and threshold value stored in the storage unit 303, and the RSSI feature amount calculated by the feature amount calculation unit 305, the person 401 It includes a detection unit 304 that detects the existence and the existence position of the person 401. The person distribution map will be described later.

記憶部303は記憶手段として機能し、RAM(Random Access Memory)、フラッシュメモリなどの記憶装置を備える。記憶部303は送信機10及び各受信機20の配置位置を配置情報として記憶する。配置情報を記憶部303に記憶させる方法は例えば、ユーザが送信機10及び各受信機20を配置した後にユーザが空調制御装置30に備えられた入力装置により手動で配置位置を入力する方法が挙げられる。 The storage unit 303 functions as a storage means and includes a storage device such as a RAM (Random Access Memory) and a flash memory. The storage unit 303 stores the arrangement positions of the transmitter 10 and each receiver 20 as arrangement information. Examples of the method of storing the arrangement information in the storage unit 303 include a method in which the user manually inputs the arrangement position by the input device provided in the air conditioning control device 30 after the user arranges the transmitter 10 and each receiver 20. Be done.

また記憶部303は、検知部304が検知を行う際に作成する人分布マップに係る情報を記憶する。人分布マップは図9に示すとおり、検知対象の空間である部屋40内を格子状のエリアごとに分割したマップである。なお図9では空調制御装置30、空気調和機70及び有線通信路60の図示を省略している。記憶部303は、マップ分割情報と、各エリアの人分布尤度を記憶する。人分布マップの詳細及び人分布尤度については後述する。マップ分割情報は、空調制御装置30に備えられた入力装置によりユーザにマップの分割を行わせることによりマップ分割情報を生成して記憶してもよいし、各送信機10及び各受信機20の配置情報に基づいて自動的にマップ分割情報を生成して記憶してもよい。 Further, the storage unit 303 stores information related to the person distribution map created when the detection unit 304 performs detection. As shown in FIG. 9, the person distribution map is a map in which the inside of the room 40, which is the space to be detected, is divided into grid-like areas. Note that FIG. 9 omits the illustration of the air conditioning controller 30, the air conditioner 70, and the wired communication path 60. The storage unit 303 stores the map division information and the person distribution likelihood of each area. The details of the person distribution map and the person distribution likelihood will be described later. The map division information may be generated and stored in the map division information by having the user divide the map by the input device provided in the air conditioning control device 30, or the map division information may be generated and stored in each transmitter 10 and each receiver 20. Map division information may be automatically generated and stored based on the arrangement information.

また記憶部303は、制御部302が各受信機20から取得したRSSIを一定時間ごと、例えば1秒ごとに記憶し、各受信機20に対応するRSSIの履歴を作成する。RSSIの履歴は後述の特徴量の算出に必要な分だけ記憶できればよく、例えば直近30秒間の履歴を記憶できればよい。また記憶部303は、検知部304が人401の存在及び人401の存在位置を検知するときに使用する閾値を記憶する。閾値はあらかじめ初期値が設定されている。 Further, the storage unit 303 stores the RSSI acquired from each receiver 20 by the control unit 302 at regular time intervals, for example, every second, and creates a history of RSSIs corresponding to each receiver 20. The RSSI history may be stored as much as necessary for calculating the feature amount described later. For example, the history of the last 30 seconds may be stored. Further, the storage unit 303 stores the threshold value used when the detection unit 304 detects the existence of the person 401 and the existence position of the person 401. The initial value of the threshold value is set in advance.

制御部302は、通信手段として機能する通信部301を介して各受信機20からRSSI情報を取得し、記憶部303にRSSIの履歴として記憶させる。また制御部302は特徴量算出部305を制御し、記憶部303が記憶するRSSIの履歴に基づいて特徴量算出部305にRSSIの特徴量を算出させる。また制御部302は検知部304を制御し、記憶部303が記憶する配置情報及び閾値と特徴量算出部305が算出したRSSIの特徴量とに基づいて人401の存在及び人401の存在位置を検知部304に検知させる。また制御部302は空気調和機の制御手段として機能し、検知部304の検知結果に基づいて、通信部301を介して空気調和機70の制御を行う。空気調和機70の制御とは、例えば人401の存在する位置に重点的に風を当てるための風向制御を行うことである。 The control unit 302 acquires RSSI information from each receiver 20 via the communication unit 301 that functions as a communication means, and stores the RSSI information in the storage unit 303 as the history of RSSI. Further, the control unit 302 controls the feature amount calculation unit 305, and causes the feature amount calculation unit 305 to calculate the feature amount of RSSI based on the history of RSSI stored in the storage unit 303. Further, the control unit 302 controls the detection unit 304, and determines the existence of the person 401 and the existence position of the person 401 based on the arrangement information and the threshold value stored in the storage unit 303 and the RSSI feature amount calculated by the feature amount calculation unit 305. Let the detection unit 304 detect. Further, the control unit 302 functions as a control means of the air conditioner, and controls the air conditioner 70 via the communication unit 301 based on the detection result of the detection unit 304. The control of the air conditioner 70 is, for example, to control the wind direction in order to focus the wind on the position where the person 401 exists.

特徴量算出部305は特徴量算出手段として機能し、記憶部303が記憶するRSSIの履歴に基づいて受信機20ごとにRSSIの特徴量を算出する。RSSIの特徴量は例えば、直近30秒間のRSSIの履歴から算出した標準偏差である。また、直近30秒間のRSSIの履歴から算出した平均値または中央値を特徴量としてもよい。 The feature amount calculation unit 305 functions as a feature amount calculation means, and calculates the feature amount of RSSI for each receiver 20 based on the history of RSSI stored in the storage unit 303. The feature amount of RSSI is, for example, the standard deviation calculated from the history of RSSI for the last 30 seconds. Further, the average value or the median value calculated from the history of RSSI for the last 30 seconds may be used as the feature amount.

検知部304は検知手段として機能し、記憶部303が記憶する配置情報及び閾値と、特徴量算出部305が算出したRSSIの特徴量と、に基づいて検知対象の空間である部屋40内に人401が存在するか否か及び人401の存在位置を検知する。検知方法については後述する。 The detection unit 304 functions as a detection means, and a person is in a room 40 which is a space to be detected based on the arrangement information and the threshold value stored in the storage unit 303 and the RSSI feature amount calculated by the feature amount calculation unit 305. Detects whether or not 401 exists and the position of person 401. The detection method will be described later.

次に、人401の存在位置とRSSIとの関係について説明する。 Next, the relationship between the existence position of the person 401 and RSSI will be described.

部屋40内に人401が存在しない場合、送信機10と各受信機20との間の無線通信は安定している。よって図5Aに示すとおり、測定期間内において、各受信機20が受信する信号のRSSIの変動幅が小さい。 When there is no person 401 in the room 40, the wireless communication between the transmitter 10 and each receiver 20 is stable. Therefore, as shown in FIG. 5A, the fluctuation range of RSSI of the signal received by each receiver 20 is small within the measurement period.

一方、部屋40内に人401が存在する場合、送信機10が発した電波が人401に当たって反射、減衰する。また、人401はある程度動いているため、電波の反射、減衰の仕方にはばらつきがある。よって図5Bに示すとおり、測定期間内において、各受信機20が受信する信号のRSSIの変動幅が大きい。また、測定期間内のRSSIから算出したRSSIの平均値及び中央値が図5Aに示す場合と比べて小さい。 On the other hand, when the person 401 is present in the room 40, the radio wave emitted by the transmitter 10 hits the person 401 and is reflected and attenuated. In addition, since the person 401 is moving to some extent, there are variations in the way radio waves are reflected and attenuated. Therefore, as shown in FIG. 5B, the fluctuation range of RSSI of the signal received by each receiver 20 is large within the measurement period. Further, the average value and the median value of RSSI calculated from RSSI during the measurement period are smaller than those shown in FIG. 5A.

測定期間内におけるRSSIの変動幅、平均値及び中央値は、人401の存在位置に応じて変化する。例えば図6に示すとおり、人401が送信機10と受信機20とを結ぶ線分上にある符号401aの位置に存在する場合、図7Aに示すとおり、RSSIの変動幅は大きい。また、RSSIの平均値及び中央値が図5Aに示す場合と比べて小さい。送信機10が発した電波のうち、直接受信機20に伝搬しようとする電波が人401に遮られ反射、減衰するためこのような測定結果となる。 The fluctuation range, average value, and median value of RSSI during the measurement period change according to the presence position of the person 401. For example, as shown in FIG. 6, when the person 401 is present at the position of reference numeral 401a on the line segment connecting the transmitter 10 and the receiver 20, the fluctuation range of RSSI is large as shown in FIG. 7A. Moreover, the average value and the median value of RSSI are smaller than those shown in FIG. 5A. Of the radio waves emitted by the transmitter 10, the radio waves that are going to propagate directly to the receiver 20 are blocked by the person 401, reflected, and attenuated, resulting in such a measurement result.

一方、例えば図6において、符号401cの位置に人401が存在する場合、図7Bに示すとおり、RSSIの変動幅はやや小さい。また、RSSIの平均値及び中央値が図7Aに示す場合と比べて大きい。送信機10が発した電波のうち、部屋40内の壁、机などに反射しながら伝搬する電波の一部が人401に遮られ反射、減衰するためこのような測定結果となる。 On the other hand, for example, in FIG. 6, when the person 401 is present at the position of the reference numeral 401c, the fluctuation range of RSSI is slightly small as shown in FIG. 7B. Moreover, the average value and the median value of RSSI are larger than those shown in FIG. 7A. Of the radio waves emitted by the transmitter 10, a part of the radio waves propagating while being reflected by the wall, desk, etc. in the room 40 is blocked by the person 401, reflected, and attenuated, resulting in such a measurement result.

また例えば図6において、符号401bまたは符号401dの位置に人401が存在する場合、図7Cに示すとおり、RSSIの変動幅は図7Aに示す場合と図7Bに示す場合の中間程度の変動幅となる。また、RSSIの平均値及び中央値も図7Aに示す場合と図7Bに示す場合の中間程度の平均値及び中央値となる。 Further, for example, in FIG. 6, when the person 401 is present at the position of reference numeral 401b or reference numeral 401d, as shown in FIG. 7C, the fluctuation range of RSSI is an intermediate fluctuation range between the case shown in FIG. 7A and the case shown in FIG. 7B. Become. Further, the average value and the median value of RSSI are also the average value and the median value in the middle of the case shown in FIG. 7A and the case shown in FIG. 7B.

以上説明したように、人401が部屋40内に存在するか否か、及び人401の存在位置に応じてRSSIの変動幅、平均値及び中央値が変動する。よって例えばRSSIの変動幅、平均値または中央値に基づいて、人401が部屋40内に存在するか否か、及び人401の存在位置が符号401aの周辺なのか、符号401bまたは符号401dの周辺なのか、または符号401cの周辺なのか、について推定できる。なお、RSSIの変動幅を示す特徴量としては測定期間内のRSSIから算出した標準偏差を用いればよい。 As described above, the fluctuation range, the average value, and the median value of RSSI fluctuate depending on whether or not the person 401 exists in the room 40 and the position where the person 401 exists. Therefore, for example, based on the fluctuation range, the average value, or the median value of RSSI, whether or not the person 401 exists in the room 40, and whether the position of the person 401 is around the reference numeral 401a, or around the reference numeral 401b or the reference numeral 401d. It can be estimated whether it is around the reference numeral 401c or not. The standard deviation calculated from RSSI within the measurement period may be used as the feature amount indicating the fluctuation range of RSSI.

また、それぞれの受信機20から見ると、人401の存在位置はそれぞれ相対的に異なるため、それぞれの受信機20についてのRSSIの変動幅、平均値及び中央値がそれぞれ異なる。人位置検知システム1はこの事実を利用して人401の存在位置の検知を行う。 Further, when viewed from each receiver 20, the existing positions of the person 401 are relatively different, so that the fluctuation range, the average value, and the median value of RSSI for each receiver 20 are different. The person position detection system 1 uses this fact to detect the existence position of the person 401.

次に、人位置検知システム1の動作の流れについて図8を参照しながら説明する。なお、この動作の流れの説明において、RSSIの特徴量としてRSSIの標準偏差を採用する。 Next, the operation flow of the person position detection system 1 will be described with reference to FIG. In the explanation of this operation flow, the standard deviation of RSSI is adopted as the feature quantity of RSSI.

まず、空調制御装置30の制御部302が各受信機20からRSSI情報を一定時間の間、一定間隔ごとに取得し、空調制御装置30の記憶部303にRSSIの履歴として記憶する(ステップS1)。一定時間とは例えば30秒間であり、一定間隔とは例えば1秒である。 First, the control unit 302 of the air conditioning control device 30 acquires RSSI information from each receiver 20 at regular intervals for a fixed time, and stores it in the storage unit 303 of the air conditioning control device 30 as a history of RSSI (step S1). .. The fixed time is, for example, 30 seconds, and the fixed interval is, for example, 1 second.

次に空調制御装置30の特徴量算出部305が、各受信機20に対応するRSSIの履歴に基づいて特徴量である標準偏差を算出する(ステップS2)。そして空調制御装置30の検知部304が各受信機20に対応する特徴量であるRSSIの標準偏差に基づいて人分布マップを作成する(ステップS3)。 Next, the feature amount calculation unit 305 of the air conditioning control device 30 calculates the standard deviation, which is the feature amount, based on the history of RSSI corresponding to each receiver 20 (step S2). Then, the detection unit 304 of the air conditioning control device 30 creates a person distribution map based on the standard deviation of RSSI, which is a feature amount corresponding to each receiver 20 (step S3).

人分布マップの作成の流れについて説明をする。記憶部303が記憶するマップの分割情報に基づいて、図9に示す、部屋40内を格子状のエリアごとに分割したマップを作成する。なお図9では空調制御装置30、空気調和機70及び有線通信路60の図示を省略している。次に各エリアにおいて、人401がエリア内に存在している確率である人分布尤度を算出し記憶部303に記憶する。人分布尤度は例えば、
人分布尤度=pD+qD+rD+sD
で表される計算式により算出される。Dは受信機20iに対応するRSSIの標準偏差である。ただし変数iはa−dのいずれかである。係数p、q、r、sはそれぞれDに乗算する数であり、エリアごとに異なる値をとる。係数p、q、r、sは上述した図6及び図7A−図7Cに示される人401の存在位置とRSSIとの関係に基づいてあらかじめ定められる。なお、検知精度をより高めるため、上記の例で使用される計算式よりも複雑な計算式、例えば各Dについての二次式を用いた計算式を人分布尤度の算出に用いてもよい。すべてのエリアについて人分布尤度を算出して記憶部303に記憶すれば人分布マップが完成する。
The flow of creating a person distribution map will be explained. Based on the map division information stored in the storage unit 303, a map is created in which the room 40 is divided into grid-like areas as shown in FIG. Note that FIG. 9 omits the illustration of the air conditioning controller 30, the air conditioner 70, and the wired communication path 60. Next, in each area, the person distribution likelihood, which is the probability that the person 401 exists in the area, is calculated and stored in the storage unit 303. The person distribution likelihood is, for example
Person distribution likelihood = pD a + qD b + rD c + sD d
It is calculated by the formula represented by. D i is the standard deviation of the RSSI that corresponds to the receiver 20i. However, the variable i is one of a and d. Coefficients p, q, r, s is a number that is multiplied with the D i, respectively, take different values for each area. The coefficients p, q, r, and s are predetermined based on the relationship between the existence position of the person 401 shown in FIGS. 6 and 7A-7C described above and RSSI. Incidentally, for greater detection accuracy, complex formula than formulas used in the above example, for example, be used to calculate the human distribution likelihood calculation formula using a quadratic equation for each D i Good. If the person distribution likelihood is calculated for all areas and stored in the storage unit 303, the person distribution map is completed.

空調制御装置30の検知部304は、人分布マップを作成したのち(ステップS3)、人分布マップの各エリアのうち人分布尤度が記憶部303に記憶されている閾値以上のエリアを抽出する(ステップS4)。そして検知部304は人分布尤度が閾値以上であるエリアに対応する部屋40内の位置を、人401が存在する位置として検知する(ステップS5)。抽出したエリアが複数ある場合、抽出したすべてのエリアに対応する部屋40内の位置それぞれに人401が存在するものとして検知する。つまり人位置検知システム1は部屋40内に人401が複数人存在する場合であってもそれぞれの人401の存在位置を検知できる。人分布尤度が閾値以上となるエリアが1つもなかった場合、検知部304は部屋40内には人401が存在しないことを検知する。 After creating the person distribution map (step S3), the detection unit 304 of the air conditioning control device 30 extracts an area having a person distribution likelihood equal to or higher than the threshold value stored in the storage unit 303 from each area of the person distribution map. (Step S4). Then, the detection unit 304 detects the position in the room 40 corresponding to the area where the person distribution likelihood is equal to or higher than the threshold value as the position where the person 401 exists (step S5). When there are a plurality of extracted areas, it is detected that a person 401 exists at each position in the room 40 corresponding to all the extracted areas. That is, the person position detection system 1 can detect the existence position of each person 401 even when a plurality of people 401 exist in the room 40. When there is no area where the person distribution likelihood is equal to or higher than the threshold value, the detection unit 304 detects that the person 401 does not exist in the room 40.

空調制御装置30の制御部302は、検知部304の検知結果に基づいて空気調和機70の制御を行う(ステップS6)。空気調和機70の制御とは、例えば人401の存在する位置に重点的に風を当てるための風向制御を行うことである。具体的には例えば、空気調和機70のベーン及びフラップの向きを人401の存在する位置の方向へと動かすための制御信号を空気調和機70に送信することが挙げられる。また、人401が存在しないことを検知した場合に空気調和機70の動作を停止させる制御を行って消費電力の低減を図ってもよい。 The control unit 302 of the air conditioning control device 30 controls the air conditioner 70 based on the detection result of the detection unit 304 (step S6). The control of the air conditioner 70 is, for example, to control the wind direction in order to focus the wind on the position where the person 401 exists. Specifically, for example, a control signal for moving the direction of the vanes and flaps of the air conditioner 70 toward the position where the person 401 exists may be transmitted to the air conditioner 70. Further, when it is detected that the person 401 does not exist, the operation of the air conditioner 70 may be stopped to reduce the power consumption.

以上の動作を実現する空調制御装置30は専用のハードウェアにより構成してもよいし、コンピュータシステムと専用プログラムとの組み合わせにより構成してもよい。コンピュータシステムとしてプロセッサ、メモリ、記憶媒体及びインタフェースを備えるマイクロコントローラと、専用プログラムとの組み合わせにより空調制御装置30を構成する場合について述べる。メモリはRAMにより構成される。記憶媒体はフラッシュメモリ、磁気ディスク、光ディスク等の補助記憶装置により構成され、専用プログラムが記憶されている。インタフェースが図4に示す通信部301としての機能を実現する。プロセッサが、記憶媒体内に保存されている専用プログラムをメモリ上に読み込んで実行することにより、図4に示す制御部302、記憶部303、検知部304及び特徴量算出部305として機能する。なお、専用プログラムは全ての機能を有する必要はなく、マイコン上で動作するOS(Operating System)の機能により一部の機能を実現し、専用プログラムとOSとの協同により各機能を実現してもよい。また、記憶媒体内には専用プログラムを保存せず、プロセッサがインタフェースを介して専用プログラムをネットワーク上のプログラム配信サーバからダウンロードし、メモリ上に読み込んで実行してもよい。 The air-conditioning control device 30 that realizes the above operation may be configured by dedicated hardware, or may be configured by a combination of a computer system and a dedicated program. A case where the air conditioning control device 30 is configured by combining a microcontroller having a processor, a memory, a storage medium and an interface as a computer system and a dedicated program will be described. Memory is composed of RAM. The storage medium is composed of an auxiliary storage device such as a flash memory, a magnetic disk, or an optical disk, and a dedicated program is stored. The interface realizes the function as the communication unit 301 shown in FIG. The processor reads the dedicated program stored in the storage medium into the memory and executes it, thereby functioning as the control unit 302, the storage unit 303, the detection unit 304, and the feature amount calculation unit 305 shown in FIG. The dedicated program does not have to have all the functions, and even if some functions are realized by the function of the OS (Operating System) running on the microcomputer, and each function is realized by the cooperation of the dedicated program and the OS. Good. Further, instead of storing the dedicated program in the storage medium, the processor may download the dedicated program from the program distribution server on the network via the interface, read it into the memory, and execute it.

以上、実施の形態について説明をした。実施の形態によれば、送信機が発しマルチパス伝搬により伝搬する電波を受信する受信機を利用し、受信機が受信した電波のRSSIからRSSIの特徴量を算出し、RSSIの特徴量が送信機と受信機と人の存在位置とに応じて対応関係を有する事実に基づき、送信機及び受信機の配置情報とRSSIの特徴量とに基づいて人の存在及び人の存在位置の検知をすることができる。 The embodiment has been described above. According to the embodiment, the receiver that receives the radio wave emitted by the transmitter and propagated by multipath propagation is used, the feature amount of RSSI is calculated from the RSSI of the radio wave received by the receiver, and the feature amount of RSSI is transmitted. Based on the fact that there is a correspondence relationship between the receiver, the receiver, and the location of the person, the presence of the person and the location of the person are detected based on the arrangement information of the transmitter and receiver and the feature amount of RSSI. be able to.

(変形例)
図1では、人401の存在する位置の検知精度を高めるために送信機10が部屋40の中央付近に配置されているが、必ずしも部屋40の中央付近に配置しなくてもよい。また図1では、送信機10は1台のみ配置されているが、複数台の送信機10を配置してもよい。送信機10を複数台配置する場合、受信機20はそれぞれの送信機10が発する電波に対してRSSIを測定してRSSIを空調制御装置30に送信する。また、送信機10を複数台配置する場合、各送信機10から発せられた電波の区別を受信機20が可能とするために、各送信機10が発する電波の周波数はそれぞれ異なるものとする。
(Modification example)
In FIG. 1, the transmitter 10 is arranged near the center of the room 40 in order to improve the detection accuracy of the position where the person 401 exists, but it does not necessarily have to be arranged near the center of the room 40. Further, in FIG. 1, only one transmitter 10 is arranged, but a plurality of transmitters 10 may be arranged. When a plurality of transmitters 10 are arranged, the receiver 20 measures the RSSI for the radio waves emitted by the respective transmitters 10 and transmits the RSSI to the air conditioning controller 30. Further, when a plurality of transmitters 10 are arranged, the frequencies of the radio waves emitted by each transmitter 10 are different so that the receiver 20 can distinguish the radio waves emitted from each transmitter 10.

図1では、人401の存在する位置の検知精度を高めるために各受信機20が部屋40の四隅付近に1台ずつ配置されているが、必ずしも部屋40の四隅付近に配置しなくてもよい。また、配置する受信機20の数は複数台であれば4台でなくてもよい。さらに、送信機10が複数台配置されている場合には受信機20の数は1台のみでもよい。 In FIG. 1, one receiver 20 is arranged near the four corners of the room 40 in order to improve the detection accuracy of the position where the person 401 exists, but it does not necessarily have to be arranged near the four corners of the room 40. .. Further, the number of receivers 20 to be arranged does not have to be four as long as they are a plurality of receivers. Further, when a plurality of transmitters 10 are arranged, the number of receivers 20 may be only one.

図1及び図2では、空調制御装置30は有線通信により各受信機20と通信を行っているが、無線通信により通信を行ってもよい。また、複数ある受信機20のうちの1台に空調制御装置30を内蔵し、空調制御装置30を内蔵した受信機20がその他の受信機20と通信を行ってもよい。 In FIGS. 1 and 2, the air conditioning controller 30 communicates with each receiver 20 by wired communication, but may communicate by wireless communication. Further, the air conditioning control device 30 may be built in one of the plurality of receivers 20, and the receiver 20 having the built-in air conditioning control device 30 may communicate with the other receivers 20.

図10に示すとおり、各受信機20が送信機10を内蔵し、受信機20の1つはさらに空調制御装置30を内蔵し、受信機20同士が無線通信をしてもよい。なお図10では空気調和機70及び有線通信路60の図示を省略している。この場合、受信機20は他の受信機20それぞれから受信した電波のRSSIを測定し、それぞれの受信機20に対応するRSSI情報を空調制御装置30に送信する。 As shown in FIG. 10, each receiver 20 may incorporate a transmitter 10, one of the receivers 20 may further incorporate an air conditioning control device 30, and the receivers 20 may communicate wirelessly with each other. Note that FIG. 10 omits the illustration of the air conditioner 70 and the wired communication path 60. In this case, the receiver 20 measures the RSSI of the radio wave received from each of the other receivers 20 and transmits the RSSI information corresponding to each receiver 20 to the air conditioning control device 30.

送信機10と受信機20がそれぞれ1台ずつのみ配置されている場合でも、図5A、図5B、図6及び図7A−図7Cを参照しながら上述したとおり、人401が符号401aの周辺に存在するのか、符号401bまたは401dの周辺に存在するのか、符号401cの周辺に存在するのか、それとも人401は部屋40内に存在しないのか、について検知可能である。よって送信機10と受信機20がそれぞれ1台ずつのみ配置されている場合でも、RSSIの特徴量が送信機と受信機と人の存在位置とに応じて対応関係を有する事実に基づき、送信機10及び受信機20の配置情報とRSSIの特徴量とに基づいて人401の存在及び人401の存在位置の検知する、本発明に係る人位置検知システム1を構成するものといえる。ただしこの場合、部屋40内の複数の箇所に複数の人401が存在する場合には正常に人401の存在位置を検知することができない。 Even when only one transmitter 10 and one receiver 20 are arranged, the person 401 is around the reference numeral 401a as described above with reference to FIGS. 5A, 5B, 6 and 7A-7C. It is possible to detect whether it exists, exists around reference numeral 401b or 401d, exists around reference numeral 401c, or does not exist in room 40. Therefore, even if only one transmitter 10 and one receiver 20 are arranged, the transmitter is based on the fact that the feature amount of RSSI has a correspondence relationship according to the existence position of the transmitter, the receiver, and a person. It can be said that the person position detection system 1 according to the present invention is configured to detect the existence of the person 401 and the existence position of the person 401 based on the arrangement information of the 10 and the receiver 20 and the feature amount of the RSSI. However, in this case, when a plurality of people 401 exist in a plurality of places in the room 40, the existence position of the person 401 cannot be detected normally.

空調制御装置30を送信機10と接続し、空調制御装置30の検知結果に応じて送信機10及び受信機20を制御してもよい。例えば人401が部屋40内に存在しないことを検知した場合、空調制御装置30は送信機10及び受信機20を制御し、送信機10の電波送信間隔及び受信機20の電波受信間隔を長くすることにより消費電力の削減を図ることができる。また、検知した存在位置の周辺に配置されている送信機10及び受信機20については電波送信間隔及び電波受信間隔を短くし、他の送信機10及び受信機20については電波送信間隔及び電波受信間隔を長くすることにより、検知精度を確保しつつ消費電力の削減を図ることができる。 The air conditioning control device 30 may be connected to the transmitter 10 and the transmitter 10 and the receiver 20 may be controlled according to the detection result of the air conditioning control device 30. For example, when it is detected that the person 401 does not exist in the room 40, the air conditioning control device 30 controls the transmitter 10 and the receiver 20, and lengthens the radio wave transmission interval of the transmitter 10 and the radio wave reception interval of the receiver 20. As a result, power consumption can be reduced. Further, the radio wave transmission interval and the radio wave reception interval are shortened for the transmitter 10 and the receiver 20 arranged around the detected existing position, and the radio wave transmission interval and the radio wave reception for the other transmitter 10 and the receiver 20. By lengthening the interval, it is possible to reduce power consumption while ensuring detection accuracy.

部屋40内に人401が存在する場合、人401の動きが大きいほどRSSIの標準偏差は大きくなる。よって図8のステップS4にて用いる閾値を複数用意することにより、人401の存在位置だけでなく人401の動きの程度も検知できる。 When a person 401 is present in the room 40, the greater the movement of the person 401, the greater the standard deviation of RSSI. Therefore, by preparing a plurality of threshold values used in step S4 of FIG. 8, not only the existing position of the person 401 but also the degree of movement of the person 401 can be detected.

実施の形態ではRSSIの特徴量として標準偏差を採用したが、上述のとおり人の存在位置に応じてRSSIの平均値及び中央値も異なるので、人分布尤度の計算式を適切に設定することにより、平均値及び中央値もRSSIの特徴量として採用可能である。 In the embodiment, the standard deviation is adopted as the feature amount of RSSI, but as described above, the average value and the median value of RSSI differ depending on the position of the person, so the calculation formula of the person distribution likelihood should be set appropriately. Therefore, the mean value and the median value can also be adopted as the feature amount of RSSI.

本発明は、広義の精神と範囲を逸脱することなく、様々な実施形態及び変形が可能とされるものである。また、上述した実施形態は、本発明を説明するためのものであり、本発明の範囲を限定するものではない。つまり、本発明の範囲は、実施形態ではなく、請求の範囲によって示される。そして、請求の範囲内及びそれと同等の発明の意義の範囲内で施される様々な変形が、本発明の範囲内とみなされる。 The present invention allows for various embodiments and modifications without departing from the broad spirit and scope. Moreover, the above-described embodiment is for explaining the present invention, and does not limit the scope of the present invention. That is, the scope of the present invention is indicated not by the embodiment but by the claims. And various modifications made within the scope of the claims and within the equivalent meaning of the invention are considered to be within the scope of the present invention.

本発明は、マルチパス環境下において送信機及び受信機を利用した、人の存在及び人の存在位置の検知に利用可能である。 The present invention can be used for detecting the presence of a person and the position of a person using a transmitter and a receiver in a multipath environment.

1 人位置検知システム、10 送信機、20,20a−20d 受信機、30 空調制御装置、40 部屋、50 無線通信路、60 有線通信路、70 空気調和機、201 受信用アンテナ、202 受信回路、203 RSSI測定回路、204 受信制御部、205 通信部、301 通信部、302 制御部、303 記憶部、304 検知部、305 特徴量算出部、401,401a−401d 人 1 person position detection system, 10 transmitters, 20, 20a-20d receivers, 30 air conditioning controllers, 40 rooms, 50 wireless communication paths, 60 wired communication paths, 70 air conditioners, 201 receiving antennas, 202 receiving circuits, 203 RSSI measurement circuit, 204 reception control unit, 205 communication unit, 301 communication unit, 302 control unit, 303 storage unit, 304 detection unit, 305 feature amount calculation unit, 401, 401a-401d people

Claims (9)

送信機が発しマルチパス伝搬により伝搬する電波を受信する受信機と接続された人位置検知装置であって、
前記受信機が受信した電波に係る受信信号強度を受信信号強度情報として前記受信機から取得する通信手段と、
前記送信機及び前記受信機が配置されている位置を配置情報として記憶し、前記受信信号強度情報を受信信号強度の履歴として記憶する記憶手段と、
前記受信信号強度の履歴に基づいて特徴量を算出する特徴量算出手段と、
検知対象となる空間内における人の存在と、前記検知対象となる空間内に人が存在する場合の人の存在位置とを、前記マルチパス伝搬により伝搬する電波における前記特徴量が前記送信機の配置位置と前記受信機の配置位置と人の存在位置とに応じて対応関係を有する事実に基づき、前記対応関係を前記配置情報に適用することにより前記配置情報と前記特徴量とに基づいて検知する検知手段と、
を備える人位置検知装置。
A person position detection device connected to a receiver that receives radio waves emitted by a transmitter and propagated by multipath propagation.
A communication means for acquiring the received signal strength related to the radio wave received by the receiver as the received signal strength information from the receiver, and
A storage means that stores the position where the transmitter and the receiver are arranged as arrangement information, and stores the received signal strength information as a history of the received signal strength.
A feature amount calculating means for calculating a feature amount based on the history of the received signal strength, and
The feature amount in the radio wave propagating by the multi-path propagation is the presence of a person in the space to be detected and the existence position of the person when the person is present in the space to be detected. Based on the fact that there is a correspondence relationship depending on the arrangement position, the arrangement position of the receiver, and the existence position of a person, by applying the correspondence relationship to the arrangement information, detection is performed based on the arrangement information and the feature amount. Detection means to
A person position detector equipped with.
前記特徴量算出手段が算出する前記特徴量は、直近の一定期間内の前記受信信号強度の履歴に基づいて算出する標準偏差、中央値または平均値のいずれか1つである、
請求項1に記載の人位置検知装置。
The feature amount calculated by the feature amount calculating means is any one of a standard deviation, a median value, or an average value calculated based on the history of the received signal strength within the most recent fixed period.
The person position detecting device according to claim 1.
前記送信機と前記受信機との少なくとも一方が複数機配置されることにより電波の送受信を行う送信機と受信機の組が複数存在し、
前記検知手段はそれぞれの前記送信機と受信機の組に係る受信信号強度に基づいて、人の存在と前記検知対象となる空間内に人が存在する場合の人の存在位置とを検知する、
請求項1または2に記載の人位置検知装置。
There are a plurality of sets of transmitters and receivers that transmit and receive radio waves by arranging a plurality of the transmitter and the receiver at least one of them.
The detection means detects the presence of a person and the position of the person when the person is present in the space to be detected, based on the received signal strength related to each pair of the transmitter and the receiver.
The person position detecting device according to claim 1 or 2.
前記検知手段による人の存在及び人の存在位置の検知状態に応じて前記送信機または前記受信機の少なくとも一方の動作状態を変更する、
請求項1から3のいずれか1項に記載の人位置検知装置。
The operating state of at least one of the transmitter and the receiver is changed according to the presence of a person and the detection state of the presence position of the person by the detection means.
The person position detecting device according to any one of claims 1 to 3.
前記検知手段が人の存在及び人の存在位置を検知したとき、前記人の存在位置の周囲に配置されている前記送信機の通信頻度をより高くすること、または前記人の存在位置の周囲には配置されていない前記送信機の通信頻度をより低くすること、のうち少なくとも一方を行う、
請求項1から4のいずれか1項に記載の人位置検知装置。
When the detection means detects the presence of a person and the presence position of the person, the communication frequency of the transmitter arranged around the presence position of the person is increased, or around the presence position of the person. Does at least one of the less frequent communications of said transmitters that are not located.
The person position detecting device according to any one of claims 1 to 4.
空気調和機と接続された人位置検知装置であって、
前記検知手段が検知した結果に基づいて前記空気調和機を制御する制御手段を備える、
請求項1から5のいずれか1項に記載の人位置検知装置。
A human position detector connected to an air conditioner,
A control means for controlling the air conditioner based on the result detected by the detection means is provided.
The person position detecting device according to any one of claims 1 to 5.
電波を発する送信機と、
前記送信機が発しマルチパス伝搬により伝搬する電波を受信する受信機と、
請求項1から6のいずれか1項に記載の人位置検知装置と、
を備える人位置検知システム。
A transmitter that emits radio waves and
A receiver that receives radio waves emitted by the transmitter and propagated by multipath propagation, and
The person position detecting device according to any one of claims 1 to 6.
A person position detection system equipped with.
送信機が発し受信機がマルチパス環境下で受信した電波の受信信号強度を受信信号強度情報として取得する受信信号強度情報取得工程と、
前記送信機及び前記受信機が配置されている位置を配置情報として取得する配置情報取得工程と、
取得した前記受信信号強度情報から特徴量を算出する特徴量算出工程と、
検知対象となる空間内における人の存在と、前記検知対象となる空間内に人が存在する場合の人の存在位置とを、前記マルチパス環境下にて伝搬する電波における前記特徴量が前記送信機の配置位置と前記受信機の配置位置と人の存在位置とに応じて対応関係を有する事実に基づき、前記対応関係を前記配置情報に適用することにより前記配置情報と前記特徴量とに基づいて検知する検知工程と、
を備える人位置検知方法。
The reception signal strength information acquisition process of acquiring the reception signal strength of the radio wave emitted by the transmitter and received by the receiver in a multipath environment as the reception signal strength information, and
An arrangement information acquisition step of acquiring the position where the transmitter and the receiver are arranged as arrangement information, and
A feature amount calculation process for calculating a feature amount from the acquired received signal strength information, and
The feature amount in the radio wave propagating in the multi-pass environment is the transmission of the presence of a person in the space to be detected and the position of the person when the person is present in the space to be detected. Based on the fact that there is a correspondence relationship depending on the arrangement position of the machine, the arrangement position of the receiver, and the existence position of the person, by applying the correspondence relationship to the arrangement information, it is based on the arrangement information and the feature amount. Detection process to detect
Person position detection method including.
コンピュータに、
送信機が発し受信機がマルチパス環境下で受信した電波の受信信号強度を受信信号強度情報として取得する受信信号強度情報取得工程と、
前記送信機及び前記受信機が配置されている位置を配置情報として取得する配置情報取得工程と、
取得した前記受信信号強度情報から特徴量を算出する特徴量算出工程と、
検知対象となる空間内における人の存在と、前記検知対象となる空間内に人が存在する場合の人の存在位置とを、前記マルチパス環境下にて伝搬する電波における前記特徴量が前記送信機の配置位置と前記受信機の配置位置と人の存在位置とに応じて対応関係を有する事実に基づき、前記対応関係を前記配置情報に適用することにより前記配置情報と前記特徴量とに基づいて検知する検知工程と、
を実行させるプログラム。
On the computer
The reception signal strength information acquisition process of acquiring the reception signal strength of the radio wave emitted by the transmitter and received by the receiver in a multipath environment as the reception signal strength information, and
An arrangement information acquisition step of acquiring the position where the transmitter and the receiver are arranged as arrangement information, and
A feature amount calculation process for calculating a feature amount from the acquired received signal strength information, and
The feature amount in the radio wave propagating in the multi-pass environment is the transmission of the presence of a person in the space to be detected and the position of the person when the person is present in the space to be detected. Based on the fact that there is a correspondence relationship depending on the arrangement position of the machine, the arrangement position of the receiver, and the existence position of the person, by applying the correspondence relationship to the arrangement information, it is based on the arrangement information and the feature amount. Detection process to detect
A program that executes.
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