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Position information estimation device, method thereof, and program

A technology for position information and estimating signals, which is used in measurement devices, directional devices for determining direction, systems for determining direction or offset, etc., which can solve problems such as a large amount of calculation time.

Inactive Publication Date: 2008-11-05
NIPPON TELEGRAPH & TELEPHONE CORP
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0047] The process of using independent component analysis to determine the separation matrix, obtaining directional eigenpatterns from each row of the separation matrix, searching for directions with low gain to determine the direction of the signal source (arrival signal direction) and using it to determine the direction Significant computational time is required for eigenmodes and searching for directions with low gains

Method used

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  • Position information estimation device, method thereof, and program
  • Position information estimation device, method thereof, and program
  • Position information estimation device, method thereof, and program

Examples

Experimental program
Comparison scheme
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no. 1 example

[0089] In this first embodiment, the direction of the signal source or the direction of arrival of a source signal emanating from the signal source is determined.

[0090] FIG. 5 shows the functional configuration of the first embodiment, and FIG. 6 shows a partial flowchart of its processing procedure.

[0091] J sensors 1 equal in number to or greater than the number I of signal sources 1 ,1 2 ,...,1 J is arranged in figure 1 in the array shown. The spacing between adjacent sensors is usually equal to or less than half the shortest wavelength of the source signal. by sensor 1 j (j = 1, 2, ..., J) Observed signal x j (t) through the corresponding frequency domain transformer 11 j The short-time Fourier transform in is transformed into a frequency-domain signal X j (ω, m) (step S1, Fig. 6). For these frequency-domain signals X j (ω,m) for each angular frequency ω n The separation matrix W(ω n ) (n=1, 2, . . . , N) (step S2, FIG. 6 ).

[0092] W(ω)=(W(ω 1 ), W(ω ...

no. 2 example

[0118] The second embodiment is directed to obtaining direction information as an item of position information of a signal source. According to a second embodiment, at least three sensors arranged in at least two dimensions make it possible to estimate the direction of a signal source whenever it is oriented, thus making it possible to solve the permutation problem involving blind signal separation in a simpler way. Specifically, a cone surface based on the direction information is estimated, and a straight line below a plurality of cone surfaces is estimated to determine the direction information.

[0119] Fig. 12 shows the functional configuration of the second embodiment applied to the blind signal separation system, Figure 13 Shows the handler used therein. For example, four sensors 1 1 ,1 2 ,1 3 and 1 4 Arranged at equal intervals on a circle, the intervals are selected to be equal to or less than half the minimum wavelength of the source signal. In the ensuing des...

no. 3 example

[0158] In the third embodiment, a curved surface on which a signal source exists is used as position information based on a ratio of distances between a sensor pair and one single signal source. In the first and second embodiments, it is assumed that the signal source is remote from the sensor, so that the signal from said signal source reaches the sensor as a plane wave. However, when the distance between the signal source and the sensor is short, the signal reaches the sensor as a spherical wave. With this in mind, when interpreting the ratio A of the elements of the mixing matrix A(ω) in terms of the spherical wave (close field) model ji (ω) / A j′i When (ω), information other than the direction of the signal source can be estimated.

[0159] Specifically, using the close-field model, the frequency response A ji (ω) can be expressed as follows:

[0160] A ji (ω)=(1 / ‖q i -d j ‖)exp(jωc -1 (‖q i -d j ‖))

[0161] Among them, q j is a vector indicating the location o...

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Abstract

Observed signals x1(t) to xj(t) from a plurality of sensors disposed in two dimensions are subject to a short-time Fourier transform, from which signals X1( omega 1) to X1( omega N) , ...Xj( omega 1) to Xj( omega N) are derived. Using the independent component analysis process, separation matrices W( omega 1) to W( omega N) are produced. Their inverse matrices H( omega 1) to H( omega N) are calculated, and for each omega n (n= 1, ..., N), using a pair of elements from each column of H( omega n), Hji( omega n) and Hj'i( omega n), an angle [theta] / < ANd> i,jj'( omega n)=cos<-1>(arg( 3 / 4 Hji( omega n) / Hj'i( omega n)) / ( omega nc<-1> PARALLEL dj- dj' PARALLEL )) is calculated where arg( alpha ) represents an argument of alpha , c the propagation velocity of a signal, and PARALLEL dj- dj, PARALLEL represents a spacing between sensors i and j'. Columns are permuted so that [theta] / < ANd> i,jj' ( omega n) obtained from each column of H( omega 1) to H( omega N) assume an ascending order. For columns which cannot be permuted, the equation PARALLEL qi- dj' PARALLEL / PARALLEL qi - dj PARALLEL = 3 / 4 Hji( omega n) / Hj'i( omega n) 3 / 4 = DRi,jj'( omega n) is solved for qi to calculate Ri,jj'( omega n) = PARALLEL DRi,jj'( omega n) . (dj - dj') / (DR<2>i,jj'( omega n) - 1) PARALLEL . Columns of H( omega n) is permuted so that Ri,jj'( omega n) assume an ascending order. H( omega n) is used to solve the permutation problem of W( omega ).

Description

technical field [0001] The present invention relates to an apparatus, method and program for estimating position information of each of a plurality of signal sources such as a sound source and a radio wave source from observation of a plurality of sensors using signals emitted from the signal source and then mixed together , or more specifically, the present invention relates to apparatus, methods and programs for estimating information comprising at least one parameter indicating the direction of arrival to be used for detecting a signal and separating the signal into each signal source and recovering the signal position in . Background technique [0002] It has been proposed to use Independent Component Analysis (hereafter abbreviated as ICA) to estimate the direction of arrival of source signals and to separate arrivals from observations by multiple sensors when signals from multiple sources mix in space before they reach the sensor The source signal of the oncoming sign...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G01S3/46G01S3/802
Inventor 泽田宏向井良荒木章子牧野昭二
Owner NIPPON TELEGRAPH & TELEPHONE CORP