JP2006329688A - Position detection method, position detection system, position detection program and computer-readable recording medium recorded with the program - Google Patents

Position detection method, position detection system, position detection program and computer-readable recording medium recorded with the program Download PDF

Info

Publication number
JP2006329688A
JP2006329688A JP2005150366A JP2005150366A JP2006329688A JP 2006329688 A JP2006329688 A JP 2006329688A JP 2005150366 A JP2005150366 A JP 2005150366A JP 2005150366 A JP2005150366 A JP 2005150366A JP 2006329688 A JP2006329688 A JP 2006329688A
Authority
JP
Japan
Prior art keywords
base station
subarea
position detection
transmitter
belonging
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
JP2005150366A
Other languages
Japanese (ja)
Other versions
JP4444879B2 (en
Inventor
Koyo Yamakoshi
公洋 山越
Tatsuya Kushida
達也 櫛田
Koji Kubota
浩司 久保田
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Nippon Telegraph and Telephone Corp
Original Assignee
Nippon Telegraph and Telephone Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Nippon Telegraph and Telephone Corp filed Critical Nippon Telegraph and Telephone Corp
Priority to JP2005150366A priority Critical patent/JP4444879B2/en
Publication of JP2006329688A publication Critical patent/JP2006329688A/en
Application granted granted Critical
Publication of JP4444879B2 publication Critical patent/JP4444879B2/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Landscapes

  • Position Fixing By Use Of Radio Waves (AREA)
  • Mobile Radio Communication Systems (AREA)

Abstract

<P>PROBLEM TO BE SOLVED: To provide a technology capable of precisely detecting the position of a radio transmitter, even when the radio wave propagation environment for the position detection area wherein the radio-wave transmitter moves, at the time the coefficient used for position detection of the radio transmitter is recalculated for the constitution with high-accuracy detection of the position of the transmitter, corresponding to the environment in which the radio transmitter is moving. <P>SOLUTION: The position detection method is constituted such that the detection area is divided into a plurality of sub-areas, and the calculation of each coefficient used in the position detection of the radio wave transmitter is performed, with each sub-area taken as a unit. Thereby, when the radio wave propagation environment is different in the area of the position detection, the position detection of the radio transmitter can be calculated with errors smaller than those in the conventional technology, in which the position detection is performed by calculating the coefficients of the objective area taken as a unit area. <P>COPYRIGHT: (C)2007,JPO&INPIT

Description

本発明は、商品などに添着された無線送信機の位置を検出する位置検出方法及びそのシステムと、その位置検出方法の実現に用いられる位置検出プログラム及びそのプログラムを記録したコンピュータ読み取り可能な記録媒体とに関する。   The present invention relates to a position detection method and system for detecting the position of a radio transmitter attached to a product, a position detection program used for realizing the position detection method, and a computer-readable recording medium on which the program is recorded. And about.

本出願人は、下記に示す特許文献1で、アクティブ無線タグの受信電界強度をもとに環境依存の電波伝播係数を求め、それに基づいて、アクティブ無線タグの位置を高精度に検出するという発明を開示した。   In the patent document 1 shown below, the present applicant obtains an environment-dependent radio wave propagation coefficient based on the received electric field strength of the active wireless tag, and based on this, detects the position of the active wireless tag with high accuracy. Disclosed.

この発明では、検出対象の無線送信機の移動するエリアに、移動しない複数の基地局受信機と、移動しない複数の参照用送信機とを配置するようにしている。   In the present invention, a plurality of base station receivers that do not move and a plurality of reference transmitters that do not move are arranged in the area where the wireless transmitter to be detected moves.

そして、実際の検出処理に入る前に、それらの基地局受信機が受信するそれらの参照用送信機により送信された電波強度に基づいて、そのエリアの環境における電波の伝播係数と、それらの基地局受信機の受信補正係数とを求めるようにしている。   Then, before entering the actual detection process, based on the radio wave intensity transmitted by the reference transmitters received by the base station receivers, the propagation coefficient of the radio waves in the environment of the area, The reception correction coefficient of the station receiver is obtained.

そして、検出対象の無線送信機の位置の検出処理に入ると、そのようにして求めた伝播係数及び受信補正係数と、それらの基地局受信機が受信する検出対象の無線送信機により送信された電波強度とに基づいて、検出対象の無線送信機の位置及びその無線送信機の補正係数を検出するようにしている。
特開2002−236166号公報
Then, when entering the detection process of the position of the detection target wireless transmitter, the propagation coefficient and the reception correction coefficient obtained in this way and the base station receiver received by the detection target wireless transmitter Based on the radio field intensity, the position of the detection target wireless transmitter and the correction coefficient of the wireless transmitter are detected.
JP 2002-236166 A

本出願人が特許文献1で開示した発明では、無線送信機の位置検出に用いる係数(電波の伝播係数及び基地局受信機の受信補正係数)を、その無線送信機の移動する環境に応じて計算し直すことから、誤差の少ない高精度の位置検出が可能になる。   In the invention disclosed in Patent Document 1 by the present applicant, the coefficients used for detecting the position of the wireless transmitter (the propagation coefficient of the radio wave and the reception correction coefficient of the base station receiver) are set according to the environment in which the wireless transmitter moves. Recalculation makes it possible to detect the position with high accuracy and less error.

しかしながら、この従来技術では、位置検出対象エリアの環境が均一でない場合に、位置検出誤差が大きくなる可能性があるという問題を含んでいる。   However, this conventional technique includes a problem that the position detection error may increase when the environment of the position detection target area is not uniform.

例えば、位置検出対象エリア内の2つの領域において、一方の領域には障害物が全くなく、他方の領域には比較的障害物が分布しているような環境の場合や、その2つの領域の天井の高さが異なるような環境の場合には、各領域における電波の伝播環境が大きく異なると考えられる。   For example, in two areas in the position detection target area, in an environment where there are no obstacles in one area and obstacles are relatively distributed in the other area, In an environment where the height of the ceiling is different, it is considered that the propagation environment of radio waves in each region is greatly different.

しかるに、従来技術では、位置検出対象エリア全体の位置検出計算を単一の係数を用いて行うことから、このような環境に従来技術を適用した場合には位置検出精度を低下させる可能性がある。   However, in the conventional technique, since the position detection calculation of the entire position detection target area is performed using a single coefficient, there is a possibility that the position detection accuracy may be lowered when the conventional technique is applied to such an environment. .

特に、電波の伝播係数については、小数第1位の値が異なるだけで位置の検出結果が数メートルも異なることになるということが計算上分かっており、位置検出結果に非常にセンシティブに効く係数である。   In particular, as for the propagation factor of radio waves, it is known from calculation that the position detection result is different by several meters only by the difference of the first decimal place, and the position detection result is very sensitive. It is.

これから、電波伝播環境がおおよそ均一な位置対象検出エリアであっても、エリア内の環境が基地局受信機の設置領域毎に異なるような場合には、位置検出精度を低下させる可能性がある。   From this, even if the radio wave propagation environment is a substantially uniform position target detection area, the position detection accuracy may be lowered if the environment in the area differs for each installation area of the base station receiver.

また、電波伝播環境が均一な位置検出対象エリアであっても、エリアの面積が大きいことで設置する基地局受信機の数が非常に多くなる場合には、これらの係数を算出するために行う最適化の計算において、未知数の個数が膨大となることで、その最適化計算の収束性の点で大きな問題がある。   Also, even in a position detection target area where the radio wave propagation environment is uniform, if the number of base station receivers to be installed becomes very large due to the large area, the calculation is performed to calculate these coefficients. In the calculation of optimization, since the number of unknowns becomes enormous, there is a big problem in terms of convergence of the optimization calculation.

本発明はかかる事情に鑑みてなされたものであって、無線送信機の移動する位置検出対象エリアの電波伝播環境が均一でない場合にも、無線送信機の位置を高精度に検出できるようにするとともに、その位置検出のために設置する基地局受信機の数が多くなっても、最適化計算の収束性を悪化させることなく、位置検出に用いる係数の計算を容易に実行できるようにする新たな技術の提供を目的とする。   The present invention has been made in view of such circumstances, and makes it possible to detect the position of the wireless transmitter with high accuracy even when the radio wave propagation environment of the position detection target area to which the wireless transmitter moves is not uniform. In addition, even if the number of base station receivers to be installed for the position detection increases, the calculation of coefficients used for position detection can be easily performed without degrading the convergence of the optimization calculation. Aims to provide new technology.

この目的を達成するために、本発明の位置検出システムは、自機の識別番号を電波で送信する機能を有して、自機の識別番号を電波で送信する設置位置が既知の複数の参照用送信機と、該電波を受信する設置位置が既知の複数の基地局とを備えるエリアを移動する送信機を検出対象とするときにあって、(1)複数のサブエリアを設定して、各基地局がどのサブエリアに属するのかを設定する設定手段と、(2)設定手段の設定したサブエリアのそれぞれについて、サブエリアに属する基地局が受信した参照用送信機により送信された電波の強度とその参照用送信機との間の距離とを使って、その基地局により受信される電波の強度について規定するパラメータを決定する決定手段と、(3)決定手段の決定したパラメータとそのパラメータを持つサブエリアに属する基地局が受信した検出対象送信機により送信された電波の強度とを使って、その基地局と検出対象送信機との間の距離を推定して、それらの推定距離に基づいて、検出対象送信機の位置を検出する検出手段と備えるように構成する。   In order to achieve this object, the position detection system of the present invention has a function of transmitting its own identification number by radio wave, and a plurality of references whose installation positions for transmitting its own identification number by radio wave are known. A transmitter that moves in an area that includes a transmitter for use and a plurality of base stations whose installation positions for receiving the radio waves are known, and (1) sets a plurality of subareas, Setting means for setting which subarea each base station belongs to, (2) For each of the subareas set by the setting means, the radio wave transmitted by the reference transmitter received by the base station belonging to the subarea Determining means for determining a parameter defining the strength of the radio wave received by the base station using the intensity and the distance between the reference transmitter and (3) the parameter determined by the determining means and the parameter Estimate the distance between the base station and the transmitter to be detected using the strength of the radio wave transmitted by the transmitter to be detected received by the base station belonging to the subarea, and based on the estimated distance And a detecting means for detecting the position of the detection target transmitter.

以上の各処理手段が動作することで実現される本発明の位置検出方法はコンピュータプログラムでも実現できるものであり、このコンピュータプログラムは、適当なコンピュータ読み取り可能な記録媒体に記録して提供されたり、ネットワークを介して提供され、本発明を実施する際にインストールされてCPUなどの制御手段上で動作することにより本発明を実現することになる。   The position detection method of the present invention realized by the operation of each processing means described above can also be realized by a computer program, which is provided by being recorded on a suitable computer-readable recording medium, The present invention is realized by being provided via a network, installed when executing the present invention, and operating on a control means such as a CPU.

このように構成される本発明の位置検出システムでは、検出対象となる送信機の位置の検出に入る前に、複数のサブエリアを設定して、各基地局がどのサブエリアに属するのかを設定する。そして、その設定したサブエリアのそれぞれについて、サブエリアに属する基地局が受信した参照用送信機により送信された電波の強度とその参照用送信機との間の距離とを使って、その基地局により受信される電波の強度について規定するパラメータを決定する。   In the position detection system of the present invention configured as described above, a plurality of subareas are set and the subarea to which each base station belongs is set before the detection of the position of the transmitter to be detected is started. To do. Then, for each of the set subareas, the base station using the intensity of the radio wave transmitted by the reference transmitter received by the base station belonging to the subarea and the distance between the reference transmitter The parameter which prescribes | regulates about the intensity | strength of the electromagnetic wave received by is determined.

例えば、サブエリアKに属する基地局jが受信した参照用送信機iにより送信された電波の強度をe[i,j] 、サブエリアKに属する基地局jと参照用送信機iとの間の距離をd[i,j] 、サブエリアKの伝播係数をS[K] 、サブエリアKに属する基地局jの受信補正係数をKr[j]で表すならば、次に示す式1で表される評価関数qK の値が最小となるようにS[K] 及びKr[j]を求めることで、サブエリアKの伝播係数S[K] と、サブエリアKに属する基地局jの受信補正係数Kr[j]とを決定する。 For example, the intensity of the radio wave transmitted by the reference transmitter i received by the base station j belonging to the sub-area K is e [i, j], and the base station j belonging to the sub-area K and the reference transmitter i Is represented by d [i, j], the propagation coefficient of the subarea K is represented by S [K], and the reception correction coefficient of the base station j belonging to the subarea K is represented by Kr [j]. By calculating S [K] and Kr [j] so that the value of the evaluation function q K expressed is minimized, the propagation coefficient S [K] of the subarea K and the base station j belonging to the subarea K are determined. A reception correction coefficient Kr [j] is determined.

Figure 2006329688
Figure 2006329688

ここで、この式1の意味するところは、電波が距離の対数でもって減衰して伝播することを想定し、その想定下で、エリア全体における受信電波強度e[i,j] がその伝播形態に最も適合するものとなるS[K] 及びKr[j]を求めることで、サブエリアKの伝播係数S[K] と、サブエリアKに属する基地局jの受信補正係数Kr[j]とを決定することにある。   Here, the meaning of Equation 1 assumes that the radio wave is attenuated and propagated by the logarithm of distance, and under this assumption, the received radio wave intensity e [i, j] in the entire area is the propagation form. S [K] and Kr [j] that are most suitable for the sub-area K, and the reception correction coefficient Kr [j] of the base station j belonging to the sub-area K Is to decide.

このようにして、サブエリアを設定して、そのサブエリアのそれぞれについてパラメータを決定すると、検出対象となる送信機の位置の検出が可能になる。   In this way, when subareas are set and parameters are determined for each of the subareas, the position of the transmitter to be detected can be detected.

これから、本発明の位置検出システムでは、検出対象となる送信機の位置の検出に入ると、サブエリアを単位にして設定したパラメータとそのパラメータを持つサブエリアに属する基地局が受信した検出対象送信機により送信された電波の強度とを使って、その基地局と検出対象送信機との間の距離を推定して、それらの推定距離に基づいて、検出対象送信機の位置を検出する。   From now on, in the position detection system of the present invention, when the detection of the position of the transmitter to be detected is entered, the detection target transmission received by the base station belonging to the parameter set in subarea and the subarea having the parameter. The distance between the base station and the detection target transmitter is estimated using the intensity of the radio wave transmitted by the machine, and the position of the detection target transmitter is detected based on the estimated distance.

例えば、サブエリアKに属する基地局jが受信した検出対象送信機lにより送信された電波の強度をe[l,j] 、サブエリアKの伝播係数をS[K] 、サブエリアKに属する基地局jの受信補正係数をKr[j]、検出対象送信機lの補正係数をKt[l]、サブエリアKに属する基地局jの位置座標を(xj,j )、検出対象送信機lの位置座標を(xl,l )で表すならば、次に示す式2に従って、サブエリアKに属する基地局jと検出対象送信機lとの間の推定距離m[l,j] を算出する。 For example, the intensity of the radio wave transmitted by the detection target transmitter l received by the base station j belonging to the subarea K is e [l, j], the propagation coefficient of the subarea K is S [K], and the substation K belongs to the subarea K. The reception correction coefficient of base station j is Kr [j], the correction coefficient of detection target transmitter l is Kt [l], the position coordinates of base station j belonging to subarea K are (x j, y j ), and detection target transmission If the position coordinates of the machine l are represented by (x l, y l ), the estimated distance m [l, j between the base station j belonging to the subarea K and the detection target transmitter l according to the following equation 2. ] Is calculated.

Figure 2006329688
Figure 2006329688

続いて、これらの推定距離m[l,j] を使い、例えば、次に示す式3で表される評価関数hl の値が最小となるように(xl,l )及びKt[l]を求めることで、検出対象送信機lの位置座標(xl,l )を検出する。 Subsequently, using these estimated distances m [l, j], for example, (x l, y l ) and Kt [l so that the value of the evaluation function h l represented by the following Expression 3 is minimized. ] Is detected to detect the position coordinates (x l, y l ) of the transmitter 1 to be detected.

Figure 2006329688
Figure 2006329688

ここで、この式2は、検出対象送信機lの補正係数Kt[l]を除いて、式1中に記載される
受信電波強度≡S[K] ×log10(d[i,j])+Kr[j]
を指数関数の形で表現したものに対応しており、このことから分かるように、m[l,j] は受信電波強度を使って推定したサブエリアKに属する基地局jと検出対象送信機lとの間の距離に相当するものである。
Here, Expression 2 is described in Expression 1 except for the correction coefficient Kt [l] of the detection target transmitter l.
Received signal strength ≡ S [K] x log 10 (d [i, j]) + Kr [j]
Is represented in the form of an exponential function, and as can be seen, m [l, j] is a base station j belonging to subarea K estimated using the received radio wave intensity and a transmitter to be detected. This corresponds to the distance between l.

これから、この式3の意味するところは、エリア全体からみて、受信電波強度を使って推定した距離m[l,j] を最も矛盾なく実現することになる検出対象送信機lの位置座標(xl,l )を求めることで、検出対象送信機lの位置座標を(xl,l )を検出することにある。 From this point of view, Equation 3 means that the distance m [l, j] estimated using the received radio wave intensity is most consistently realized when viewed from the entire area. l, by obtaining the y l), it is to detect the position coordinates of the detection target transmitter l a (x l, y l).

以上説明したように、本発明では、無線送信機の位置検出に用いる係数を、その無線送信機の移動する環境に応じて計算し直すことで、無線送信機の位置を高精度に検出するという構成を採るときにあって、位置検出対象エリアを複数のサブエリアに分割して、これらの係数の計算をサブエリアを単位にして実行するという構成を採ることから、位置検出対象エリア内の電波伝播環境に差がある場合に、位置検出対象エリアを単一のエリアとして係数を計算して位置推定の計算を行うという構成を採る従来技術に比べて、より小さい誤差で無線送信機の位置を検出できるようになる。   As described above, according to the present invention, the position of the wireless transmitter is detected with high accuracy by recalculating the coefficient used for the position detection of the wireless transmitter according to the environment in which the wireless transmitter moves. When the configuration is adopted, the position detection target area is divided into a plurality of subareas, and the calculation of these coefficients is performed in units of subareas. When there is a difference in the propagation environment, the position of the wireless transmitter can be determined with a smaller error than the conventional technology that employs a configuration in which the position detection target area is a single area and the coefficient is calculated to calculate the position estimation. Can be detected.

特に、位置検出対象エリアに設置する基地局受信機の1台毎にサブエリアに分割することで基地局受信機毎に無線送信機の位置検出に用いる係数を計算することも可能であり、これにより、位置検出対象エリア内の環境が基地局受信機の設置領域毎に異なるような場合にも、無線送信機の位置を高精度に検出できるようになる。   In particular, it is possible to calculate a coefficient used for position detection of a wireless transmitter for each base station receiver by dividing each base station receiver installed in the position detection target area into sub-areas. Thus, even when the environment in the position detection target area is different for each installation area of the base station receiver, the position of the wireless transmitter can be detected with high accuracy.

そして、位置検出対象エリアに設置する基地局受信機の設置台数が多くなる場合でも、無線送信機の位置検出に用いる係数の計算単位をサブエリア毎に分割することで未知数の個数を抑えることができるようになることから、最適化計算の収束性を悪化させることなく、位置検出に用いる係数の計算を容易に実行できるようになる。   And even when the number of base station receivers installed in the position detection target area increases, the number of unknowns can be suppressed by dividing the calculation unit of the coefficient used for the position detection of the wireless transmitter for each sub-area. As a result, calculation of coefficients used for position detection can be easily performed without degrading the convergence of the optimization calculation.

以下、実施の形態に従って本発明を詳細に説明する。   Hereinafter, the present invention will be described in detail according to embodiments.

図1に、本発明の適用される位置検出システムのシステム構成を図示する。   FIG. 1 illustrates a system configuration of a position detection system to which the present invention is applied.

図中、1は位置検出対象エリア、10〜17は位置検出対象エリア1に設置される設置位置が既知の基地局受信機、20〜30は位置検出対象エリア1に設置される設置位置が既知の参照用送信機、40は位置検出対象エリア1内を移動する検出対象送信機、100は検出対象送信機40の位置を検出する処理を行う本発明の位置検出装置、200は基地局受信機10〜17と位置検出装置100とを接続するローカルエリアネットワークである。   In the figure, 1 is a position detection target area, 10 to 17 are base station receivers whose installation positions are known in the position detection target area 1, and 20 to 30 are installation positions known in the position detection target area 1. Reference transmitter 40, 40 is a detection target transmitter that moves in the position detection target area 1, 100 is a position detection device of the present invention that performs processing to detect the position of the detection target transmitter 40, and 200 is a base station receiver 10 to 17 and a local area network that connects the position detection apparatus 100.

参照用送信機20〜30は、割り付けられた周波数の電波で自機の識別番号を変調して無線で送信する。   The reference transmitters 20 to 30 modulate the identification number of the own device with radio waves of the assigned frequency and transmit the modulated wirelessly.

検出対象送信機40は、位置の検出対象となるものであって、割り付けられた周波数の電波で自機の識別番号を変調して無線で送信する。ここで、検出対象送信機40については複数存在することもあるが、この図では、説明の便宜上、1台しか存在しないことを想定している。   The detection target transmitter 40 is a position detection target, and modulates its own identification number with a radio wave of the allocated frequency and transmits it wirelessly. Here, there may be a plurality of detection target transmitters 40, but in this figure, it is assumed that there is only one for convenience of explanation.

基地局受信機10〜17は、検出対象送信機40の位置検出処理に入る前に、参照用送信機20〜30の送信する電波を受信して、その電波を送信した参照用送信機がどれであるのかを解読し、位置検出装置100に対して、その電波の受信強度と自受信機のIDとその解読結果である参照用送信機IDとに関する情報(図中に示すe[i,j])を通知する。そして、検出対象送信機40の位置検出処理に入ると、検出対象送信機40の送信する電波を受信して、その電波を送信した検出対象送信機がどれであるのかを解読し、位置検出装置100に対して、その電波の受信強度と自受信機のIDとその解読結果である検出対象送信機IDとに関する情報(図中に示すe[l,j])を通知する。   The base station receivers 10 to 17 receive the radio waves transmitted from the reference transmitters 20 to 30 before entering the position detection process of the detection target transmitter 40, and which of the reference transmitters has transmitted the radio waves. Information on the received intensity of the radio wave, the ID of the receiver itself, and the reference transmitter ID as the decoding result (e [i, j shown in the figure) ]). Then, when the position detection process of the detection target transmitter 40 is started, the radio wave transmitted by the detection target transmitter 40 is received, and the detection target transmitter that has transmitted the radio wave is decoded, and the position detection device 100 is notified of information (e [l, j] shown in the figure) regarding the reception intensity of the radio wave, the ID of the receiver itself, and the detection target transmitter ID that is the decoding result.

ここで、基地局受信機10〜17は、この通知にあたって、通知するe[i,j] やe[l,j] に付加する形で、e[i,j] やe[l,j] の受信時刻情報を通知するようにしているが、この受信時刻情報については、位置検出装置100の側で付加することもある。   Here, the base station receivers 10 to 17 add e [i, j] and e [l, j] to e [i, j] and e [l, j] to be notified in this notification. However, the reception time information may be added on the position detection apparatus 100 side.

本発明の位置検出装置100は、基地局受信機10〜17から通知されるe[i,j] 及びe[l,j] を入力として、それらの情報に基づいて、位置検出対象エリア1内を移動する検出対象送信機40の位置を検出する。   The position detection apparatus 100 of the present invention receives e [i, j] and e [l, j] notified from the base station receivers 10 to 17 as inputs, and in the position detection target area 1 based on the information. The position of the detection target transmitter 40 that moves is detected.

図2に、本発明の位置検出装置100の装置構成の一例を図示する。   FIG. 2 illustrates an example of a device configuration of the position detection device 100 of the present invention.

この図に示すように、本発明の位置検出装置100は、基地局受信機情報格納部101と、参照用送信機情報格納部102と、サブエリア構成情報設定部103と、サブエリア構成情報格納部104と、電波受信情報収集部105と、切替部106と、前処理用受信情報格納部107と、検出用受信情報格納部108と、伝播係数・受信補正係数算出部109と、伝播係数・受信補正係数格納部110と、位置検出部111とを備える。   As shown in this figure, the position detection apparatus 100 of the present invention includes a base station receiver information storage unit 101, a reference transmitter information storage unit 102, a subarea configuration information setting unit 103, and a subarea configuration information storage. Unit 104, radio wave reception information collection unit 105, switching unit 106, preprocessing reception information storage unit 107, detection reception information storage unit 108, propagation coefficient / reception correction coefficient calculation unit 109, propagation coefficient / A reception correction coefficient storage unit 110 and a position detection unit 111 are provided.

基地局受信機情報格納部101は、各基地局受信機10〜17がどの位置に設置されているのかということを管理すべく、図3に示すように、各基地局受信機10〜17の設置位置の座標(xj,j )を格納する。 As shown in FIG. 3, the base station receiver information storage unit 101 manages the locations of the base station receivers 10 to 17 as shown in FIG. Stores the coordinates (x j, y j ) of the installation position.

参照用送信機情報格納部102は、各参照用送信機20〜30がどの位置に設置されているのかということを管理すべく、図4に示すように、各参照用送信機20〜30の設置位置の座標(xi,i )を格納する。 The reference transmitter information storage unit 102 manages each reference transmitter 20 to 30 as shown in FIG. 4 in order to manage where the reference transmitters 20 to 30 are installed. Stores the coordinates (x i, y i ) of the installation position.

サブエリア構成情報設定部103は、複数のサブエリアを設定して、各基地局受信機10〜17がどのサブエリアに属するのかを設定する。   Subarea configuration information setting section 103 sets a plurality of subareas and sets which subarea each base station receiver 10 to 17 belongs to.

サブエリア構成情報格納部104は、サブエリア構成情報設定部103の設定したサブエリアに関する情報を格納する。   The sub-area configuration information storage unit 104 stores information related to the sub-area set by the sub-area configuration information setting unit 103.

例えば、図5(a)に示すように、サブエリア構成情報設定部103が基地局受信機10〜13で構成されるサブエリア1と、基地局受信機14〜17で構成されるサブエリア2とを設定した場合には、サブエリア構成情報格納部104は、図6(a)に示すように、サブエリア番号1とサブエリア番号2を持つ2つのサブエリアが設定されていて、8つの基地局受信機10〜17の内、基地局受信機10〜13がサブエリア番号1のサブエリアに属し、基地局受信機14〜17がサブエリア番号2のサブエリアに属するということの情報を格納するのである。   For example, as shown in FIG. 5 (a), the subarea configuration information setting unit 103 includes subarea 1 composed of base station receivers 10 to 13, and subarea 2 composed of base station receivers 14 to 17. Are set, the sub-area configuration information storage unit 104 has two sub-areas having sub-area number 1 and sub-area number 2 as shown in FIG. Of the base station receivers 10 to 17, information that the base station receivers 10 to 13 belong to the subarea of subarea number 1 and the base station receivers 14 to 17 belong to the subarea of subarea number 2 Store it.

また、例えば、図5(b)に示すように、サブエリア構成情報設定部103が各基地局受信機10〜17毎に8つのサブエリア1〜8(図中に示すSA1〜8)を設定した場合には、サブエリア構成情報格納部104は、図6(b)に示すように、サブエリア番号1〜8を持つ8つのサブエリアが設定されていて、8つの基地局受信機10〜17の内、基地局受信機10がサブエリア番号1のサブエリアに属し、基地局受信機11がサブエリア番号2のサブエリアに属し、基地局受信機12がサブエリア番号3のサブエリアに属し、基地局受信機13がサブエリア番号4のサブエリアに属し、基地局受信機14がサブエリア番号5のサブエリアに属し、基地局受信機15がサブエリア番号6のサブエリアに属し、基地局受信機16がサブエリア番号7のサブエリアに属し、基地局受信機17がサブエリア番号8のサブエリアに属するということの情報を格納するのである。   Also, for example, as shown in FIG. 5B, the subarea configuration information setting unit 103 sets eight subareas 1 to 8 (SA1 to 8 shown in the figure) for each base station receiver 10 to 17. In this case, the sub-area configuration information storage unit 104 has eight sub-areas having sub-area numbers 1 to 8 as shown in FIG. 17, the base station receiver 10 belongs to the subarea of subarea number 1, the base station receiver 11 belongs to the subarea of subarea number 2, and the base station receiver 12 belongs to the subarea of subarea number 3. The base station receiver 13 belongs to the subarea of subarea number 4, the base station receiver 14 belongs to the subarea of subarea number 5, the base station receiver 15 belongs to the subarea of subarea number 6, The base station receiver 16 is Belongs to the sub-area number 7, the base station receiver 17 is to store the information that belongs to a sub-area of the sub-area number 8.

電波受信情報収集部105は、基地局受信機10〜17から通知されるe[i,j] 及びe[l,j] を収集する。   The radio wave reception information collecting unit 105 collects e [i, j] and e [l, j] notified from the base station receivers 10 to 17.

切替部106は、検出対象送信機40の位置検出処理に入る前のモードでは、電波受信情報収集部105が基地局受信機10〜17からe[i,j] を収集するので、その収集されたe[i,j] を前処理用受信情報格納部107に保存する。また、検出対象送信機40の位置検出処理に入っているモードでは、電波受信情報収集部105が基地局受信機10〜17からe[l,j] を収集するので、その収集されたe[l,j] を検出用受信情報格納部108に保存する。   In the mode before entering the position detection process of the detection target transmitter 40, the switching unit 106 collects e [i, j] from the base station receivers 10 to 17 because the radio wave reception information collection unit 105 collects e [i, j]. E [i, j] is stored in the preprocessing reception information storage unit 107. In the mode in which the detection target transmitter 40 is in the position detection process, the radio wave reception information collecting unit 105 collects e [l, j] from the base station receivers 10 to 17, and the collected e [ l, j] is stored in the reception information storage unit 108 for detection.

伝播係数・受信補正係数算出部109は、基地局受信機情報格納部101に格納される情報と、参照用送信機情報格納部102に格納される情報と、サブエリア構成情報格納部104に格納される情報と、前処理用受信情報格納部107に格納されるe[i,j] とに基づいて、サブエリアの伝播係数(上述した伝播係数S[K])と、サブエリアに属する基地局受信機の受信補正係数(上述した受信補正係数Kr[j])とを算出する。   The propagation coefficient / reception correction coefficient calculation unit 109 stores information stored in the base station receiver information storage unit 101, information stored in the reference transmitter information storage unit 102, and sub-area configuration information storage unit 104. Based on the received information and e [i, j] stored in the preprocessing reception information storage unit 107, the propagation coefficient of the subarea (the propagation coefficient S [K] described above) and the bases belonging to the subarea The reception correction coefficient of the station receiver (the reception correction coefficient Kr [j] described above) is calculated.

伝播係数・受信補正係数格納部110は、伝播係数・受信補正係数算出部109の算出した伝播係数及び受信補正係数を格納する。   The propagation coefficient / reception correction coefficient storage unit 110 stores the propagation coefficient and the reception correction coefficient calculated by the propagation coefficient / reception correction coefficient calculation unit 109.

例えば、図5(a)に示すように、サブエリア構成情報設定部103が基地局受信機10〜13で構成されるサブエリア1と、基地局受信機14〜17で構成されるサブエリア2とを設定した場合には、伝播係数・受信補正係数格納部110は、図7(a)に示すように、サブエリア番号1のサブエリアの伝播係数がS[1] で、そのサブエリアに属する基地局受信機10〜13の受信補正係数がそれぞれKr[10] 、Kr[11] 、Kr[12] 、Kr[13] であり、サブエリア番号2のサブエリアの伝播係数がS[2] で、そのサブエリアに属する基地局受信機14〜17の受信補正係数がそれぞれKr[14] 、Kr[15] 、Kr[16] 、Kr[17] であるということを格納するのである。   For example, as shown in FIG. 5 (a), the subarea configuration information setting unit 103 includes subarea 1 composed of base station receivers 10 to 13, and subarea 2 composed of base station receivers 14 to 17. Is set, the propagation coefficient / reception correction coefficient storage unit 110, as shown in FIG. 7A, has the propagation coefficient of the subarea of subarea number 1 as S [1], The reception correction coefficients of the base station receivers 10 to 13 to which it belongs are Kr [10], Kr [11], Kr [12] and Kr [13], respectively, and the propagation coefficient of the subarea of subarea number 2 is S [2 ], It is stored that the reception correction coefficients of the base station receivers 14 to 17 belonging to the subarea are Kr [14], Kr [15], Kr [16], and Kr [17], respectively.

また、例えば、図5(b)に示すように、サブエリア構成情報設定部103が各基地局受信機10〜17毎に8つのサブエリア1〜8を設定した場合には、伝播係数・受信補正係数格納部110は、図7(b)に示すように、サブエリア番号1のサブエリアの伝播係数がS[1] で、そのサブエリアに属する基地局受信機10の受信補正係数がKr[10] であり、サブエリア番号2のサブエリアの伝播係数がS[2] で、そのサブエリアに属する基地局受信機11の受信補正係数がKr[11] であり、サブエリア番号3のサブエリアの伝播係数がS[3] で、そのサブエリアに属する基地局受信機12の受信補正係数がKr[12] であり、サブエリア番号4のサブエリアの伝播係数がS[4] で、そのサブエリアに属する基地局受信機13の受信補正係数がKr[13] であり、サブエリア番号5のサブエリアの伝播係数がS[5] で、そのサブエリアに属する基地局受信機14の受信補正係数がKr[14] であり、サブエリア番号6のサブエリアの伝播係数がS[6] で、そのサブエリアに属する基地局受信機15の受信補正係数がKr[15] であり、サブエリア番号7のサブエリアの伝播係数がS[7] で、そのサブエリアに属する基地局受信機16の受信補正係数がKr[16] であり、サブエリア番号8のサブエリアの伝播係数がS[8] で、そのサブエリアに属する基地局受信機17の受信補正係数がKr[17] であるということを格納するのである。   Also, for example, as shown in FIG. 5B, when the sub-area configuration information setting unit 103 sets eight sub-areas 1 to 8 for each base station receiver 10 to 17, the propagation coefficient / reception As shown in FIG. 7B, the correction coefficient storage unit 110 has the propagation coefficient S [1] of the subarea of subarea number 1 and the reception correction coefficient of the base station receiver 10 belonging to the subarea is Kr. [10], the propagation coefficient of the subarea of subarea number 2 is S [2], the reception correction coefficient of the base station receiver 11 belonging to the subarea is Kr [11], and the subarea number 3 The propagation coefficient of the subarea is S [3], the reception correction coefficient of the base station receiver 12 belonging to the subarea is Kr [12], and the propagation coefficient of the subarea of subarea number 4 is S [4]. The reception correction coefficient of the base station receiver 13 belonging to the subarea is Kr [13]. , The propagation coefficient of the subarea of subarea number 5 is S [5], the reception correction coefficient of the base station receiver 14 belonging to the subarea is Kr [14], and the propagation coefficient of the subarea of subarea number 6 is Is S [6], the reception correction coefficient of the base station receiver 15 belonging to the subarea is Kr [15], and the propagation coefficient of the subarea of subarea number 7 is S [7]. The reception correction coefficient of the base station receiver 16 to which it belongs is Kr [16], the propagation coefficient of the subarea of subarea number 8 is S [8], and the reception correction coefficient of the base station receiver 17 belonging to that subarea is The fact that it is Kr [17] is stored.

位置検出部111は、基地局受信機情報格納部101に格納される情報と、サブエリア構成情報格納部104に格納される情報と、伝播係数・受信補正係数格納部110に格納される情報と、検出用受信情報格納部108に格納されるe[l,j] とに基づいて、検出対象送信機40の位置と、その検出対象送信機40の補正係数(上述した補正係数Kt[l])とを算出することで、検出対象送信機40の位置を検出する。   The position detection unit 111 includes information stored in the base station receiver information storage unit 101, information stored in the subarea configuration information storage unit 104, and information stored in the propagation coefficient / reception correction coefficient storage unit 110. Based on e [l, j] stored in the detection reception information storage unit 108, the position of the detection target transmitter 40 and the correction coefficient of the detection target transmitter 40 (the correction coefficient Kt [l] described above) ) Is detected to detect the position of the detection target transmitter 40.

図8に、伝播係数・受信補正係数算出部109の実行する処理フローの一例を図示し、図9に、位置検出部111の実行する処理フローの一例を図示する。   FIG. 8 illustrates an example of a processing flow executed by the propagation coefficient / reception correction coefficient calculation unit 109, and FIG. 9 illustrates an example of a processing flow executed by the position detection unit 111.

次に、これらの処理フローに従って、このように構成される本発明の位置検出装置100の実行する処理について詳細に説明する。   Next, according to these processing flows, processing executed by the position detection device 100 of the present invention configured as described above will be described in detail.

最初に、図8の処理フローに従って、伝播係数・受信補正係数算出部109の実行する処理について説明する。ここで、以下では説明していないが、伝播係数・受信補正係数算出部109は、ほぼ同一時刻に各基地局受信機10〜17が受信した受信電波強度e[i,j] を使って処理を行うことになる。   First, processing executed by the propagation coefficient / reception correction coefficient calculation unit 109 will be described according to the processing flow of FIG. Here, although not described below, the propagation coefficient / reception correction coefficient calculation unit 109 performs processing using the received radio wave intensity e [i, j] received by the base station receivers 10 to 17 at approximately the same time. Will do.

伝播係数・受信補正係数算出部109は、検出対象送信機40の位置検出処理に入る前に、伝播係数及び受信補正係数の算出要求があることで起動されると、図8の処理フローに示すように、先ず最初に、ステップ10で、サブエリア番号を示す変数Kに初期値である“1”をセットする。   When the propagation coefficient / reception correction coefficient calculation unit 109 is activated by a request for calculating the propagation coefficient and the reception correction coefficient before entering the position detection process of the detection target transmitter 40, the process flow shown in FIG. As described above, first, in step 10, the initial value “1” is set to the variable K indicating the subarea number.

続いて、ステップ11で、変数Kの値がサブエリア番号の最大値Kmax を超えたのか否かを判断して、変数Kの値が最大値Kmax を超えていないことを判断するときには、ステップ12に進んで、サブエリア構成情報格納部104を参照することで、サブエリア番号Kの指すサブエリア(以下、サブエリアKと称する)に属する基地局受信機jがどれであるのかを特定する。   Subsequently, in step 11, when it is determined whether or not the value of the variable K exceeds the maximum value Kmax of the subarea number, and when it is determined that the value of the variable K does not exceed the maximum value Kmax, step 12 Then, the base station receiver j belonging to the subarea indicated by the subarea number K (hereinafter referred to as subarea K) is specified by referring to the subarea configuration information storage unit 104.

続いて、ステップ13で、サブエリアKについて、そのサブエリアKに属する各基地局受信機jと各参照用送信機iとの間の距離d[i,j]
d[i,j] =((xi −xj 2 +(yi −yj 2 1/2
を算出する。
Subsequently, in step 13, for the subarea K, the distance d [i, j] between each base station receiver j belonging to the subarea K and each reference transmitter i.
d [i, j] = ((x i -x j ) 2 + (y i -y j ) 2 ) 1/2
Is calculated.

すなわち、基地局受信機情報格納部101を参照することで、ステップ12で特定した各基地局受信機jの設置位置(xj,j ) を取得して、それらの設置位置(xj,j ) と参照用送信機情報格納部102から読み出した各参照用送信機iの設置位置(xi,i ) とを使って、サブエリアKに属する各基地局受信機jと各参照用送信機iとの間の距離d[i,j] を算出するのである。 That is, by referring to the base station receiver information storage unit 101, the installation positions (x j, y j ) of each base station receiver j identified in step 12 are acquired, and their installation positions (x j, y j ) and the installation position (x i, y i ) of each reference transmitter i read from the reference transmitter information storage unit 102 and each base station receiver j belonging to the subarea K and each reference The distance d [i, j] with the transmitter i is calculated.

続いて、ステップ14で、サブエリアKについて、前処理用受信情報格納部107から、そのサブエリアKに属する各基地局受信機jが受信した各参照用送信機iにより送信された電波の受信強度e[i,j] を読み出す。   Subsequently, in step 14, for the subarea K, reception of radio waves transmitted by the reference transmitters i received by the base station receivers j belonging to the subarea K from the preprocessing reception information storage unit 107. Read the intensity e [i, j].

続いて、ステップ15で、サブエリアKについて、ステップ13で算出した距離d[i,j] と、ステップ14で読み出した受信電波強度e[i,j] とを使い、準ニュートン法や最急降下法などの公知のアルゴリズムに従って、式1で表される評価関数qK の値が最小となるようにS[K] 及びKr[j]を求めることで、サブエリアKの伝播係数S[K] と、サブエリアKに属する各基地局受信機jの受信補正係数Kr[j]とを算出する。 Subsequently, in step 15, using the distance d [i, j] calculated in step 13 and the received radio wave intensity e [i, j] read in step 14 for subarea K, the quasi-Newton method or the steepest descent The propagation coefficient S [K] of the subarea K is obtained by obtaining S [K] and Kr [j] so that the value of the evaluation function q K represented by Equation 1 is minimized according to a known algorithm such as the method. And the reception correction coefficient Kr [j] of each base station receiver j belonging to the subarea K is calculated.

続いて、ステップ16で、算出した伝播係数S[K] と受信補正係数Kr[j]とを伝播係数・受信補正係数格納部110に格納し、続くステップ17で、変数Kの値を1つインクリメントしてから、ステップ11に戻る。   Subsequently, in step 16, the calculated propagation coefficient S [K] and reception correction coefficient Kr [j] are stored in the propagation coefficient / reception correction coefficient storage unit 110, and in step 17, one value of the variable K is set. After incrementing, the process returns to step 11.

そして、ステップ11〜ステップ17の処理を繰り返していくことで、ステップ11で、変数Kの値が最大値Kmax を超えたことを判断するときには、処理を終了する。   Then, when it is determined in step 11 that the value of the variable K has exceeded the maximum value Kmax by repeating the processing in steps 11 to 17, the processing is terminated.

このようにして、伝播係数・受信補正係数算出部109は、検出対象送信機40の位置検出処理に入る前に、サブエリアK毎に、サブエリアKの伝播係数S[K] と、サブエリアKに属する基地局受信機jの受信補正係数Kr[j]とを算出して、それを伝播係数・受信補正係数格納部110に格納するように処理するのである。   In this way, the propagation coefficient / reception correction coefficient calculation unit 109 calculates the propagation coefficient S [K] of the subarea K and the subarea for each subarea K before entering the position detection process of the detection target transmitter 40. The reception correction coefficient Kr [j] of the base station receiver j belonging to K is calculated and processed so as to be stored in the propagation coefficient / reception correction coefficient storage unit 110.

次に、図9の処理フローに従って、位置検出部111の実行する処理について説明する。ここで、以下では説明していないが、位置検出部111は、ほぼ同一時刻に各基地局受信機10〜17が受信した受信電波強度e[l,j] を使って処理を行うことになる。   Next, processing executed by the position detection unit 111 will be described according to the processing flow of FIG. Here, although not described below, the position detection unit 111 performs processing using the received radio wave intensity e [l, j] received by the base station receivers 10 to 17 at substantially the same time. .

位置検出部111は、検出対象送信機の送信機番号lを指定して検出対象送信機lの位置の検出要求があると、図9の処理フローに示すように、先ず最初に、ステップ20で、その送信機番号lを受け取る。   When there is a request for detecting the position of the detection target transmitter l by designating the transmitter number l of the detection target transmitter, the position detection unit 111 first starts at step 20 as shown in the processing flow of FIG. The transmitter number l is received.

続いて、ステップ21で、サブエリア番号を示す変数Kに初期値である“1”をセットする。   Subsequently, in step 21, an initial value “1” is set in a variable K indicating a subarea number.

続いて、ステップ22で、変数Kの値がサブエリア番号の最大値Kmax を超えたのか否かを判断して、変数Kの値が最大値Kmax を超えていないことを判断するときには、ステップ23に進んで、サブエリア構成情報格納部104を参照することで、サブエリア番号Kの指すサブエリア(サブエリアK)に属する基地局受信機jがどれであるのかを特定する。   Subsequently, at step 22, when it is determined whether or not the value of the variable K exceeds the maximum value Kmax of the subarea number, and when it is determined that the value of the variable K does not exceed the maximum value Kmax, step 23 Then, the sub-area configuration information storage unit 104 is referred to, and the base station receiver j belonging to the sub-area (sub-area K) indicated by the sub-area number K is specified.

続いて、ステップ24で、サブエリアKについて、伝播係数・受信補正係数格納部110から、そのサブエリアKの伝播係数S[K] と、そのサブエリアKに属する各基地局受信機jの受信補正係数Kr[j]とを読み出す。   Subsequently, in step 24, for the subarea K, the propagation coefficient S [K] of the subarea K and the reception of each base station receiver j belonging to the subarea K are received from the propagation coefficient / reception correction coefficient storage unit 110. Read out the correction coefficient Kr [j].

続いて、ステップ25で、サブエリアKについて、検出用受信情報格納部108から、そのサブエリアKに属する各基地局受信機jが受信した検出対象送信機lにより送信された電波の受信強度e[l,j] を読み出す。   Subsequently, in step 25, for the subarea K, the reception intensity e of the radio wave transmitted by the detection target transmitter l received by each base station receiver j belonging to the subarea K from the detection reception information storage unit 108. Read [l, j].

続いて、ステップ26で、サブエリアKについて、ステップ24で読み出した伝播係数S[K] 及び受信補正係数Kr[j]と、ステップ25で読み出した受信電波強度e[l,j] とを使い、式2で表される推定距離m[l,j](サブエリアKに属する各基地局受信機jと検出対象送信機lとの間の推定距離)を算出してから、ステップ22に戻る。   Subsequently, in step 26, the propagation coefficient S [K] and the reception correction coefficient Kr [j] read in step 24 and the received radio wave intensity e [l, j] read in step 25 are used for the subarea K. After calculating the estimated distance m [l, j] (estimated distance between each base station receiver j belonging to the subarea K and the detection target transmitter l) expressed by Equation 2, the process returns to step 22. .

ここで、この推定距離m[l,j] には未知数である検出対象送信機lの補正係数Kt[l]が含まれているので、ステップ26で行う算出処理は、具体的には、式2で表される推定距離m[l,j] に対して、伝播係数S[K] /受信補正係数Kr[j]/受信電波強度e[l,j] を代入するという処理を行うことになる。   Here, since the estimated distance m [l, j] includes the correction coefficient Kt [l] of the detection target transmitter l which is an unknown number, the calculation process performed in step 26 is specifically performed by the equation The process of substituting the propagation coefficient S [K] / reception correction coefficient Kr [j] / reception radio wave intensity e [l, j] for the estimated distance m [l, j] expressed in FIG. Become.

このようにして、ステップ22〜ステップ26の処理を繰り返していくことで、ステップ22で、変数Kの値が最大値Kmax を超えたことを判断するときには、ステップ27に進んで、基地局受信機情報格納部101を参照することで、ステップ23で特定した各基地局受信機jの設置位置(xj,j ) を取得して、それらの設置位置(xj,j ) とステップ26で算出した推定距離m[l,j] とを使い、準ニュートン法や最急降下法などの公知のアルゴリズムに従って、式3で表される評価関数hl の値が最小となるように(xl,l )及びKt[l]を求めることで、検出対象送信機lの位置座標(xl,l )及びその検出対象送信機lの補正係数Kt[l]を算出し、これにより検出対象送信機lの位置座標(xl,l )を検出する。 In this way, when it is determined in step 22 that the value of the variable K has exceeded the maximum value Kmax by repeating the processing of step 22 to step 26, the process proceeds to step 27 where the base station receiver By referring to the information storage unit 101, the installation position (x j, y j ) of each base station receiver j identified in step 23 is acquired, and the installation position (x j, y j ) and step 26 are obtained. Using the estimated distance m [l, j] calculated in step (1), the value of the evaluation function h 1 represented by Equation 3 is minimized (x l according to a known algorithm such as the quasi-Newton method or the steepest descent method). , y l ) and Kt [l], the position coordinates (x l, y l ) of the detection target transmitter l and the correction coefficient Kt [l] of the detection target transmitter l are calculated and detected thereby. The position coordinate (x l, y l ) of the target transmitter l is detected.

続いて、ステップ28で、その検出した検出対象送信機lの位置座標(xl,l )を出力して、処理を終了する。 Subsequently, in step 28, the detected position coordinates (x l, y l ) of the detection target transmitter l are output, and the process is terminated.

このようにして、位置検出部111は、検出対象送信機の送信機番号lを指定して検出対象送信機の位置の検出要求があると、サブエリアK毎に算出した伝播係数S[K] 及び受信補正係数Kr[j]を使って、検出対象送信機lの位置座標(xl,l )を検出するように処理するのである。 In this way, the position detection unit 111 designates the transmitter number l of the detection target transmitter and when there is a detection request for the position of the detection target transmitter, the propagation coefficient S [K] calculated for each subarea K. Then, using the reception correction coefficient Kr [j], processing is performed so as to detect the position coordinates (x l, y l ) of the detection target transmitter l.

この構成に従って、本発明の位置検出装置100によれば、位置検出対象エリア1内の電波伝播環境に差がある場合に、位置検出対象エリア1を単一のエリアとして係数を計算して位置推定の計算を行うという構成を採る従来技術に比べて、より小さい誤差で検出対象送信機lの位置座標(xl,l )を検出できるようになる。 According to this configuration, according to the position detection apparatus 100 of the present invention, when there is a difference in the radio wave propagation environment in the position detection target area 1, the position detection target area 1 is used as a single area to calculate a coefficient and estimate the position. Compared with the prior art that employs a configuration in which the calculation of is performed, the position coordinates (x l, y l ) of the detection target transmitter l can be detected with a smaller error.

次に、サブエリア構成情報設定部103が、図5(a)に示すように、基地局受信機10〜13で構成されるサブエリア1と、基地局受信機14〜17で構成されるサブエリア2という2つのサブエリアを設定した場合における具体的な処理について説明する。   Next, as shown in FIG. 5A, the sub-area configuration information setting unit 103 includes a sub-area 1 composed of base station receivers 10 to 13 and a sub-area composed of base station receivers 14 to 17. A specific process when two subareas called area 2 are set will be described.

伝播係数・受信補正係数算出部109は、図8の処理フローを実行することで、サブエリア1について、次に示す式4で表される評価関数q1 の値が最小となるようにS[1] 及びKr[j]を求めることで、サブエリア1の伝播係数S[1] と、サブエリア1に属する基地局受信機10の受信補正係数Kr[10] と、サブエリア1に属する基地局受信機11の受信補正係数Kr[11] と、サブエリア1に属する基地局受信機12の受信補正係数Kr[12] と、サブエリア1に属する基地局受信機13の受信補正係数Kr[13] とを算出する。 The propagation coefficient / reception correction coefficient calculation unit 109 executes the processing flow of FIG. 8 so that the value of the evaluation function q 1 represented by the following expression 4 is minimized for the subarea 1 S [ 1] and Kr [j], the propagation coefficient S [1] of the subarea 1, the reception correction coefficient Kr [10] of the base station receiver 10 belonging to the subarea 1, and the bases belonging to the subarea 1 are obtained. The reception correction coefficient Kr [11] of the station receiver 11, the reception correction coefficient Kr [12] of the base station receiver 12 belonging to subarea 1, and the reception correction coefficient Kr [of the base station receiver 13 belonging to subarea 1 13] is calculated.

Figure 2006329688
Figure 2006329688

そして、サブエリア2について、次に示す式5で表される評価関数q2 の値が最小となるようにS[2] 及びKr[j]を求めることで、サブエリア2の伝播係数S[2] と、サブエリア2に属する基地局受信機14の受信補正係数Kr[14] と、サブエリア2に属する基地局受信機15の受信補正係数Kr[15] と、サブエリア2に属する基地局受信機16の受信補正係数Kr[16] と、サブエリア2に属する基地局受信機17の受信補正係数Kr[17] とを算出する。 Then, for subarea 2, S [2] and Kr [j] are obtained so that the value of the evaluation function q 2 represented by the following expression 5 is minimized, so that the propagation coefficient S [ 2], the reception correction coefficient Kr [14] of the base station receiver 14 belonging to the subarea 2, the reception correction coefficient Kr [15] of the base station receiver 15 belonging to the subarea 2, and the bases belonging to the subarea 2 The reception correction coefficient Kr [16] of the station receiver 16 and the reception correction coefficient Kr [17] of the base station receiver 17 belonging to the subarea 2 are calculated.

Figure 2006329688
Figure 2006329688

このようにして算出されるS[K] 及びKr[j]を受けて、位置検出部111は、図9の処理フローを実行することで、先ず最初に、サブエリア1について、次に示す式6に従って、サブエリア1に属する基地局受信機10と検出対象送信機40との間の推定距離m[40,10] を算出し、サブエリア1に属する基地局受信機11と検出対象送信機40との間の推定距離m[40,11] を算出し、サブエリア1に属する基地局受信機12と検出対象送信機40との間の推定距離m[40,12] を算出し、サブエリア1に属する基地局受信機13と検出対象送信機40との間の推定距離m[40,13] を算出する。   In response to S [K] and Kr [j] calculated in this way, the position detection unit 111 first executes the processing flow of FIG. 6, the estimated distance m [40,10] between the base station receiver 10 belonging to the subarea 1 and the detection target transmitter 40 is calculated, and the base station receiver 11 belonging to the subarea 1 and the detection target transmitter are calculated. 40, an estimated distance m [40,11] between the base station receiver 12 belonging to the subarea 1 and the detection target transmitter 40 is calculated, The estimated distance m [40,13] between the base station receiver 13 belonging to area 1 and the detection target transmitter 40 is calculated.

Figure 2006329688
Figure 2006329688

そして、サブエリア2について、次に示す式7に従って、サブエリア2に属する基地局受信機14と検出対象送信機40との間の推定距離m[40,14] を算出し、サブエリア2に属する基地局受信機15と検出対象送信機40との間の推定距離m[40,15] を算出し、サブエリア2に属する基地局受信機16と検出対象送信機40との間の推定距離m[40,16] を算出し、サブエリア2に属する基地局受信機17と検出対象送信機40との間の推定距離m[40,17] を算出する。   Then, the estimated distance m [40,14] between the base station receiver 14 belonging to the subarea 2 and the detection target transmitter 40 is calculated for the subarea 2 according to the following equation (7). An estimated distance m [40,15] between the base station receiver 15 and the detection target transmitter 40 belonging to the substation 2 is calculated, and the estimated distance between the base station receiver 16 belonging to the subarea 2 and the detection target transmitter 40 is calculated. m [40,16] is calculated, and an estimated distance m [40,17] between the base station receiver 17 belonging to the sub-area 2 and the detection target transmitter 40 is calculated.

Figure 2006329688
Figure 2006329688

位置検出部111は、続いて、次に示す式8で表される評価関数h40の値が最小となるように検出対象送信機40の位置座標(x40 ,y40)及びその検出対象送信機40の補正係数Kt[40] を算出することで、検出対象送信機40の位置座標(x40 ,y40)を検出する。 Next, the position detection unit 111 and the position coordinates (x 40 , y 40 ) of the detection target transmitter 40 and the detection target transmission so that the value of the evaluation function h 40 expressed by the following Expression 8 is minimized. By calculating the correction coefficient Kt [40] of the machine 40, the position coordinates (x 40 , y 40 ) of the detection target transmitter 40 are detected.

Figure 2006329688
Figure 2006329688

次に、サブエリア構成情報設定部103が、図5(b)に示すように、各基地局受信機10〜17毎に8つのサブエリア1〜8を設定した場合における具体的な処理について説明する。以下、サブエリアKに属する基地局受信機を基地局受信機Kで表す。   Next, a specific process when the subarea configuration information setting unit 103 sets eight subareas 1 to 8 for each base station receiver 10 to 17 as shown in FIG. 5B will be described. To do. Hereinafter, the base station receiver belonging to the sub-area K is represented by the base station receiver K.

伝播係数・受信補正係数算出部109は、図8の処理フローを実行することで、8つのサブエリアK(K=1〜8)のそれぞれについて、次に示す式9で表される評価関数qK の値が最小となるようにS[K] びKr[K]を求めることで、各サブエリアKの伝播係数S[K] と、各サブエリアKに属する基地局受信機Kの受信補正係数Kr[K]とを算出する。 The propagation coefficient / reception correction coefficient calculation unit 109 executes the processing flow of FIG. 8, and thereby evaluates the evaluation function q represented by the following Expression 9 for each of the eight subareas K (K = 1 to 8). By obtaining S [K] and Kr [K] so that the value of K is minimized, the propagation coefficient S [K] of each subarea K and the reception correction of the base station receiver K belonging to each subarea K are obtained. The coefficient Kr [K] is calculated.

Figure 2006329688
Figure 2006329688

このようにして算出されるS[K] 及びKr[K]を受けて、位置検出部111は、図9の処理フローを実行することで、先ず最初に、8つのサブエリアK(K=1〜8)のそれぞれについて、次に示す式10に従って、基地局受信機Kと検出対象送信機40との間の推定距離m[40,K]を算出する。   In response to S [K] and Kr [K] calculated in this way, the position detection unit 111 first executes the processing flow of FIG. 9 to first start with eight subareas K (K = 1). For each of ˜8), the estimated distance m [40, K] between the base station receiver K and the detection target transmitter 40 is calculated according to the following equation 10.

Figure 2006329688
Figure 2006329688

位置検出部111は、続いて、次に示す式11で表される評価関数h40の値が最小となるように検出対象送信機40の位置座標(x40 ,y40)及びその検出対象送信機40の補正係数Kt[40] を算出することで、検出対象送信機40の位置座標(x40 ,y40)を検出する。 Subsequently, the position detection unit 111 and the position coordinates (x 40 , y 40 ) of the detection target transmitter 40 and the detection target transmission so that the value of the evaluation function h 40 represented by the following expression 11 is minimized. By calculating the correction coefficient Kt [40] of the machine 40, the position coordinates (x 40 , y 40 ) of the detection target transmitter 40 are detected.

Figure 2006329688
Figure 2006329688

本発明の適用される位置検出システムのシステム構成図である。It is a system configuration diagram of a position detection system to which the present invention is applied. 本発明の位置検出装置の装置構成の一例を示す図である。It is a figure which shows an example of an apparatus structure of the position detection apparatus of this invention. 基地局受信機情報格納部の格納する情報の説明図である。It is explanatory drawing of the information which a base station receiver information storage part stores. 参照用送信機情報格納部の格納する情報の説明図である。It is explanatory drawing of the information which the transmitter information storage part for a reference stores. サブエリア構成情報設定部の設定する情報の説明図である。It is explanatory drawing of the information which a subarea structure information setting part sets. サブエリア構成情報格納部の格納する情報の説明図である。It is explanatory drawing of the information which a subarea structure information storage part stores. 伝播係数・受信補正係数格納部の格納する情報の説明図である。It is explanatory drawing of the information which a propagation coefficient and reception correction coefficient storage part stores. 伝播係数・受信補正係数算出部の実行する処理フローである。It is a processing flow which a propagation coefficient and reception correction coefficient calculation part performs. 位置検出部の実行する処理フローである。It is a processing flow which a position detection part performs.

符号の説明Explanation of symbols

100 位置検出装置
101 基地局受信機情報格納部
102 参照用送信機情報格納部
103 サブエリア構成情報設定部
104 サブエリア構成情報格納部
105 電波受信情報収集部
106 切替部
107 前処理用受信情報格納部
108 検出用受信情報格納部
109 伝播係数・受信補正係数算出部
110 伝播係数・受信補正係数格納部
111 位置検出部
DESCRIPTION OF SYMBOLS 100 Position detection apparatus 101 Base station receiver information storage part 102 Reference transmitter information storage part 103 Subarea configuration information setting part 104 Subarea configuration information storage part 105 Radio wave reception information collecting part 106 Switching part 107 Preprocessing reception information storage Unit 108 reception information storage unit for detection 109 propagation coefficient / reception correction coefficient calculation unit 110 propagation coefficient / reception correction coefficient storage unit 111 position detection unit

Claims (7)

自機の識別番号を電波で送信する機能を有して、自機の識別番号を電波で送信する設置位置が既知の複数の参照用送信機と、該電波を受信する設置位置が既知の複数の基地局とを備えるエリアを移動する送信機を検出対象とする位置検出方法であって、
複数のサブエリアを設定して、各基地局がどのサブエリアに属するのかを設定する過程と、
上記サブエリアのそれぞれについて、上記サブエリアに属する基地局が受信した参照用送信機により送信された電波の強度とその参照用送信機との間の距離とを使って、その基地局により受信される電波の強度について規定するパラメータを決定する過程と、
上記パラメータとそのパラメータを持つ上記サブエリアに属する基地局が受信した検出対象送信機により送信された電波の強度とを使って、その基地局と検出対象送信機との間の距離を推定して、それらの推定距離に基づいて、検出対象送信機の位置を検出する過程とを備えることを、
特徴とする位置検出方法。
A plurality of reference transmitters having a function of transmitting their own identification numbers by radio waves and having known installation positions for transmitting their own identification numbers by radio waves, and a plurality of known installation positions for receiving the radio waves. A position detection method for detecting a transmitter that moves in an area including a base station,
Configuring multiple subareas and setting which subarea each base station belongs to;
For each of the sub-areas, it is received by the base station using the strength of the radio wave transmitted by the reference transmitter received by the base station belonging to the sub-area and the distance between the reference transmitters. The process of determining the parameters governing the strength of
The distance between the base station and the detection target transmitter is estimated using the parameter and the intensity of the radio wave transmitted by the detection target transmitter received by the base station belonging to the subarea having the parameter. And a step of detecting the position of the transmitter to be detected based on the estimated distance,
A characteristic position detection method.
請求項1に記載の位置検出方法において、
上記決定する過程では、上記パラメータとして、上記サブエリアに固有の伝播係数と、上記サブエリアに属する基地局に固有の受信補正係数とを決定することを、
特徴とする位置検出方法。
The position detection method according to claim 1,
In the determining process, as the parameters, determining a propagation coefficient specific to the subarea and a reception correction coefficient specific to a base station belonging to the subarea,
A characteristic position detection method.
請求項2に記載の位置検出方法において、
上記決定する過程では、サブエリアKに属する基地局jが受信した参照用送信機iにより送信された電波の強度をe[i,j] 、サブエリアKに属する基地局jと参照用送信機iとの間の距離をd[i,j] 、サブエリアKの伝播係数をS[K] 、サブエリアKに属する基地局jの受信補正係数をKr[j]で表すならば、
Figure 2006329688
で表される評価関数qK の値が最小となるようにとS[K] 及びKr[j]を求めることで、サブエリアKの伝播係数S[K] と、サブエリアKに属する基地局jの受信補正係数Kr[j]とを決定することを、
特徴とする位置検出方法。
The position detection method according to claim 2,
In the determining process, the intensity of the radio wave transmitted by the reference transmitter i received by the base station j belonging to the subarea K is e [i, j], and the base station j belonging to the subarea K and the reference transmitter are transmitted. If the distance to i is represented by d [i, j], the propagation coefficient of subarea K is represented by S [K], and the reception correction coefficient of base station j belonging to subarea K is represented by Kr [j],
Figure 2006329688
By calculating S [K] and Kr [j] so that the value of the evaluation function q K expressed by the following formula is minimized, the propagation coefficient S [K] of the subarea K and the base stations belonging to the subarea K determining the reception correction coefficient Kr [j] for j,
A characteristic position detection method.
請求項2に記載の位置検出方法において、
上記検出する過程では、サブエリアKに属する基地局jが受信した検出対象送信機lにより送信された電波の強度をe[l,j] 、サブエリアKの伝播係数をS[K] 、サブエリアKに属する基地局jの受信補正係数をKr[j]、検出対象送信機lの補正係数をKt[l]、サブエリアKに属する基地局jの位置座標を(xj,j )、検出対象送信機lの位置座標を(xl,l )で表すならば、
Figure 2006329688
に従って、サブエリアKに属する基地局jと検出対象送信機lとの間の推定距離m[l,j] を算出して、
Figure 2006329688
で表される評価関数hl の値が最小となるようにと(xl,l )及びKt[l]を求めることで、検出対象送信機lの位置座標(xl,l )を検出することを、
特徴とする位置検出方法。
The position detection method according to claim 2,
In the detecting process, the intensity of the radio wave transmitted by the detection target transmitter l received by the base station j belonging to the subarea K is e [l, j], the propagation coefficient of the subarea K is S [K], The reception correction coefficient of the base station j belonging to the area K is Kr [j], the correction coefficient of the detection target transmitter l is Kt [l], and the position coordinates of the base station j belonging to the subarea K are (x j, y j ). If the position coordinates of the transmitter 1 to be detected are represented by (x l, y l ),
Figure 2006329688
To calculate the estimated distance m [l, j] between the base station j belonging to the sub-area K and the detection target transmitter l,
Figure 2006329688
(X l, y l ) and Kt [l] are calculated so that the value of the evaluation function h l expressed by the following formula is minimized, thereby obtaining the position coordinates (x l, y l ) of the detection target transmitter l. To detect,
A characteristic position detection method.
自機の識別番号を電波で送信する機能を有して、自機の識別番号を電波で送信する設置位置が既知の複数の参照用送信機と、該電波を受信する設置位置が既知の複数の基地局とを備えるエリアを移動する送信機を検出対象とする位置検出システムであって、
複数のサブエリアを設定して、各基地局がどのサブエリアに属するのかを設定する設定手段と、
上記サブエリアのそれぞれについて、上記サブエリアに属する基地局が受信した参照用送信機により送信された電波の強度とその参照用送信機との間の距離とを使って、その基地局により受信される電波の強度について規定するパラメータを決定する決定手段と、
上記パラメータとそのパラメータを持つ上記サブエリアに属する基地局が受信した検出対象送信機により送信された電波の強度とを使って、その基地局と検出対象送信機との間の距離を推定して、それらの推定距離に基づいて、検出対象送信機の位置を検出する検出手段と備えることを、
特徴とする位置検出システム。
A plurality of reference transmitters having a function of transmitting their own identification numbers by radio waves and having known installation positions for transmitting their own identification numbers by radio waves, and a plurality of known installation positions for receiving the radio waves. A position detection system for detecting a transmitter that moves in an area including a base station,
Setting means for setting a plurality of subareas and setting which subarea each base station belongs to;
For each of the sub-areas, it is received by the base station using the strength of the radio wave transmitted by the reference transmitter received by the base station belonging to the sub-area and the distance between the reference transmitters. A determination means for determining a parameter that regulates the strength of the radio wave;
The distance between the base station and the detection target transmitter is estimated using the parameter and the intensity of the radio wave transmitted by the detection target transmitter received by the base station belonging to the subarea having the parameter. And a detecting means for detecting the position of the transmitter to be detected based on the estimated distance,
Feature position detection system.
請求項1ないし4のいずれか1項に記載の位置検出方法の実現に用いられる処理をコンピュータに実行させるための位置検出プログラム。   The position detection program for making a computer perform the process used for implementation | achievement of the position detection method of any one of Claim 1 thru | or 4. 請求項1ないし4のいずれか1項に記載の位置検出方法の実現に用いられる処理をコンピュータに実行させるための位置検出プログラムを記録したコンピュータ読み取り可能な記録媒体。   A computer-readable recording medium having recorded thereon a position detection program for causing a computer to execute processing used to realize the position detection method according to claim 1.
JP2005150366A 2005-05-24 2005-05-24 POSITION DETECTING METHOD, POSITION DETECTING SYSTEM, POSITION DETECTING PROGRAM, AND COMPUTER-READABLE RECORDING MEDIUM CONTAINING THE PROGRAM Expired - Fee Related JP4444879B2 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP2005150366A JP4444879B2 (en) 2005-05-24 2005-05-24 POSITION DETECTING METHOD, POSITION DETECTING SYSTEM, POSITION DETECTING PROGRAM, AND COMPUTER-READABLE RECORDING MEDIUM CONTAINING THE PROGRAM

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP2005150366A JP4444879B2 (en) 2005-05-24 2005-05-24 POSITION DETECTING METHOD, POSITION DETECTING SYSTEM, POSITION DETECTING PROGRAM, AND COMPUTER-READABLE RECORDING MEDIUM CONTAINING THE PROGRAM

Publications (2)

Publication Number Publication Date
JP2006329688A true JP2006329688A (en) 2006-12-07
JP4444879B2 JP4444879B2 (en) 2010-03-31

Family

ID=37551532

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2005150366A Expired - Fee Related JP4444879B2 (en) 2005-05-24 2005-05-24 POSITION DETECTING METHOD, POSITION DETECTING SYSTEM, POSITION DETECTING PROGRAM, AND COMPUTER-READABLE RECORDING MEDIUM CONTAINING THE PROGRAM

Country Status (1)

Country Link
JP (1) JP4444879B2 (en)

Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2009096358A1 (en) * 2008-01-31 2009-08-06 Nec Corporation Position detection device, position detection method, and position detection program
JP2010062659A (en) * 2008-09-01 2010-03-18 Oki Electric Ind Co Ltd Method, program and device for determining terminal position
US7791538B2 (en) 2007-08-16 2010-09-07 Oki Electric Industry Co., Ltd. Location estimation method and system, and wireless device
JP2013502585A (en) * 2009-08-20 2013-01-24 コンソーシアム・ピー・インコーポレーテッド System and method for tracking an object
JPWO2011070953A1 (en) * 2009-12-09 2013-04-22 日本電気株式会社 LOCATION DEVICE, LOCATION SYSTEM, LOCATION METHOD, AND PROGRAM
JPWO2012104983A1 (en) * 2011-01-31 2014-07-03 三菱電機株式会社 LOCATION DEVICE, LOCATION METHOD, LOCATION SYSTEM, PROGRAM, AIR CONDITIONING SYSTEM, AND LIGHTING SYSTEM
WO2016199254A1 (en) * 2015-06-10 2016-12-15 三菱電機株式会社 Position estimation device and position estimation method
JP2017037051A (en) * 2015-08-14 2017-02-16 沖電気工業株式会社 Position estimation system, position estimation method, and radio device
CN116740063A (en) * 2023-08-14 2023-09-12 山东众志电子有限公司 Glass fiber yarn production quality detection method based on machine vision

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2002159041A (en) * 2000-11-20 2002-05-31 Nippon Telegr & Teleph Corp <Ntt> Method for locating radio mobile terminal
JP2002236166A (en) * 2001-02-07 2002-08-23 Nippon Telegr & Teleph Corp <Ntt> Position detection system
JP2004053510A (en) * 2002-07-23 2004-02-19 Nippon Telegr & Teleph Corp <Ntt> Position detection system

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2002159041A (en) * 2000-11-20 2002-05-31 Nippon Telegr & Teleph Corp <Ntt> Method for locating radio mobile terminal
JP2002236166A (en) * 2001-02-07 2002-08-23 Nippon Telegr & Teleph Corp <Ntt> Position detection system
JP2004053510A (en) * 2002-07-23 2004-02-19 Nippon Telegr & Teleph Corp <Ntt> Position detection system

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
小川 智明、吉野 修一、清水 雅史: "屋内における無線タグを用いた学習型位置推定法", 情報処理学会研究報告. UBI, vol. 2004(66), JPN6009055782, 21 June 2004 (2004-06-21), pages 31 - 38, ISSN: 0001451520 *

Cited By (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7791538B2 (en) 2007-08-16 2010-09-07 Oki Electric Industry Co., Ltd. Location estimation method and system, and wireless device
US8456363B2 (en) 2008-01-31 2013-06-04 Nec Corporation Position detection device, position detection method and position detection program
WO2009096358A1 (en) * 2008-01-31 2009-08-06 Nec Corporation Position detection device, position detection method, and position detection program
JP5299289B2 (en) * 2008-01-31 2013-09-25 日本電気株式会社 POSITION DETECTION DEVICE, POSITION DETECTION METHOD, AND POSITION DETECTION PROGRAM
JP2010062659A (en) * 2008-09-01 2010-03-18 Oki Electric Ind Co Ltd Method, program and device for determining terminal position
JP2013502585A (en) * 2009-08-20 2013-01-24 コンソーシアム・ピー・インコーポレーテッド System and method for tracking an object
JPWO2011070953A1 (en) * 2009-12-09 2013-04-22 日本電気株式会社 LOCATION DEVICE, LOCATION SYSTEM, LOCATION METHOD, AND PROGRAM
JP5950330B2 (en) * 2009-12-09 2016-07-13 日本電気株式会社 LOCATION DEVICE, LOCATION SYSTEM, LOCATION METHOD, AND PROGRAM
JPWO2012104983A1 (en) * 2011-01-31 2014-07-03 三菱電機株式会社 LOCATION DEVICE, LOCATION METHOD, LOCATION SYSTEM, PROGRAM, AIR CONDITIONING SYSTEM, AND LIGHTING SYSTEM
JP5766217B2 (en) * 2011-01-31 2015-08-19 三菱電機株式会社 LOCATION DEVICE, LOCATION METHOD, LOCATION SYSTEM, PROGRAM, AIR CONDITIONING SYSTEM, AND LIGHTING SYSTEM
WO2016199254A1 (en) * 2015-06-10 2016-12-15 三菱電機株式会社 Position estimation device and position estimation method
JPWO2016199254A1 (en) * 2015-06-10 2017-06-22 三菱電機株式会社 Position estimation apparatus and position estimation method
JP2017037051A (en) * 2015-08-14 2017-02-16 沖電気工業株式会社 Position estimation system, position estimation method, and radio device
CN116740063A (en) * 2023-08-14 2023-09-12 山东众志电子有限公司 Glass fiber yarn production quality detection method based on machine vision
CN116740063B (en) * 2023-08-14 2023-11-14 山东众志电子有限公司 Glass fiber yarn production quality detection method based on machine vision

Also Published As

Publication number Publication date
JP4444879B2 (en) 2010-03-31

Similar Documents

Publication Publication Date Title
JP4444879B2 (en) POSITION DETECTING METHOD, POSITION DETECTING SYSTEM, POSITION DETECTING PROGRAM, AND COMPUTER-READABLE RECORDING MEDIUM CONTAINING THE PROGRAM
JP6410968B2 (en) Device and method for tracking
JP2005176386A (en) Mobile device
KR101466411B1 (en) Calculation of quality of wlan access point characterization for use in a wlan positioning system
US10955518B2 (en) Method for generating an indoor environment model and a method for determining position data for a location in an indoor environment
WO2016204243A1 (en) Positioning method and positioning system
WO2018216088A1 (en) Human position detection device, human position detection system, human position detection method, and program
WO2017078181A2 (en) Method for registering location of device and device
US10859671B2 (en) Position estimation apparatus and position estimation method
CN109996205B (en) Sensor data fusion method and device, electronic equipment and storage medium
JP2018146484A (en) Information processor, information processing program, and information processing method
CN107135483B (en) Method for determining relative distance change trend, indoor positioning method and device thereof
KR101694521B1 (en) Apparatus and method for generating radio fingerprint map
KR101593679B1 (en) Method and device for estimating indoor location
US11979848B2 (en) Access point based location system for high density WiFi deployments
CN111654843B (en) Method and system for automatically updating fingerprint database, wifi positioning method and system
US10156628B2 (en) Method for determining indoor locations of mobile receiver units
TWI507707B (en) Locating electromagnetic signal sources
WO2018141285A1 (en) Robot-assisted learning for wireless coverage and interference maps
JP2010062659A (en) Method, program and device for determining terminal position
JP6246747B2 (en) Measuring apparatus and measuring method
CN108882155B (en) Particle swarm algorithm-based blind signal power and blind source position determination method and system
JP2007132917A (en) Object positioning system and method, and its computer-readable medium
KR100844206B1 (en) Location calculation system for cleaning robot
JP6217439B2 (en) Field strength information recording apparatus, field strength information recording method, and field strength information recording program

Legal Events

Date Code Title Description
A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20070815

RD04 Notification of resignation of power of attorney

Free format text: JAPANESE INTERMEDIATE CODE: A7424

Effective date: 20080529

A977 Report on retrieval

Free format text: JAPANESE INTERMEDIATE CODE: A971007

Effective date: 20091020

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20091027

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20091211

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20100112

A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20100114

R150 Certificate of patent or registration of utility model

Free format text: JAPANESE INTERMEDIATE CODE: R150

FPAY Renewal fee payment (event date is renewal date of database)

Free format text: PAYMENT UNTIL: 20130122

Year of fee payment: 3

S531 Written request for registration of change of domicile

Free format text: JAPANESE INTERMEDIATE CODE: R313531

R350 Written notification of registration of transfer

Free format text: JAPANESE INTERMEDIATE CODE: R350

LAPS Cancellation because of no payment of annual fees