METHOD FOR LOCATING A DEVICE WHICH IS MOVED IN A THREE-DIMENSIONAL SPACE

• US 20150369599A1
• Filed: 06/17/2015
• Published: 12/24/2015
• Est. Priority Date: 06/18/2014
• Status: Abandoned Application

• Current Assignee: Commissariat a L'Energie Atomique (French Alternative Energies and Atomic Energy Commission), Movea
• Original Assignee: Commissariat a L'Energie Atomique (French Alternative Energies and Atomic Energy Commission), Movea
• Inventors: Villien, Christophe
• Application Number:
  US14/741,896
• Publication Number:
  US 20150369599A1
• Time in Patent Office: Days
• US Class Current: 1/1
• CPC Class Codes: G01B 21/16 for measuring distance of clearance between spaced objects
• CPC Class Codes: G01C 21/183 Compensation of inertial measurements, e.g. for temperature effects
• CPC Class Codes: G01C 21/206 specially adapted for indoor navigation

Abstract

A method of location of a device includes the provision of a map containing at least one zone with favored direction of displacement associated with a favored direction of displacement. The method includes an operation of detecting the presence of a particle inside the zone. If the particle is detected as being present inside the zone, an operation of increasing a weight of the particle if the angular deviation between the direction of displacement of the particle from a position P_k-1ⁱ to a position P_kⁱ and the favored direction of displacement associated with this zone is equal to 0° or to 180° to within plus or minus σ_γ. If the particle is detected as being outside of this zone, the method includes prohibiting the use of this favored direction of displacement to update the weight of the particle.

Claims

1. A method of location of a device which is displaced inside a three-dimensional space, the method comprising:

a) the provision of a map of the three-dimensional space and of predefined constraints on the displacements of the device in the three-dimensional space,

b) the generation, by an electronic computer, of several distinct particles, each particle being associated;

with coordinates coding its position on the map, and

with a weight representing the probability that the device is situated at the site of this particle,

c) the reception of measurements representative of the direction of displacement of the device and of the amplitude of this displacement from its previous position, these measurements being carried out by sensors onboard the displaced device,

d) the updating of the coordinates of the position of each particle as a function of the measurements received during step c) and of a predetermined displacement law for displacing this particle from its previous position P_k-1ⁱ to a new position P_kⁱ in a manner correlated with the measured displacement of the device, and then

e) for each particle, if the latest displacement of this particle from the position P_k-1ⁱ to the position P_kⁱ satisfies the predefined constraints, the increasing of the weight associated with this particle with respect to the weights of the particles whose latest displacement infringes these predefined constraints,

the repetition of steps c) to e), and

f) the estimation of the position of the device on the basis of the positions of the particles and of the weights associated with the particles by allotting, during the estimation, more importance to the positions of the particles associated with the highest weights,

wherein;

during step a), the map provided contains at least one zone with favored direction of displacement associated;

with coordinates defining the position on the map of its periphery, and

with a favored direction of displacement in this zone,

step e) comprises for each particle;

an operation of detecting the presence of th particle inside the zone with favored direction of displacement by comparing the coordinates of this particle with the periphery of the zone with favored direction of displacement defined by the coordinates provided during step a), and then,

if the particle is detected as being present inside the zone with favored direction of displacement, an operation of increasing the weight of this particle if the angular deviation between the direction of displacement of this particle from the position P_k-1ⁱ to the position P_kⁱ and the favored direction of displacement associated with the zone is equal to 0°

or to 180°

to within plus or minus σ

_γ

, the increasing being carried out with respect to the weights of the other particles situated inside the same zone and for which the deviation is not equal to 0°

or to 180°

to within plus or minus σ

_γ

, where σ

_γ

is a predetermined angular tolerance, and

if the particle is detected as being outside of the zone with favored direction of displacement, the prohibiting of the use of the favored direction of displacement associated with this zone to update the weight of the particle.

2. The method as claimed in claim 1, in which

the displacement law comprises:

at least one first measured variable whose value is dependent on the measurement of the direction of displacement received during step c), and

a second measured variable whose value is dependent on the measurement of the amplitude of this displacement received during step c), and

a corrective factor of a bias combined by an arithmetical operation with one of the measured variables, and

each particle is also associated with a current value of this corrective factor, the current value of the corrective factor being constructed at each iteration of step d) on the basis of a previous current value of the corrective factor, computed during a previous iteration of step d), to which is added a random variable drawn according to a predefined probability law, and the current values of various particles being initialized, before the first execution of step d), to various initial values, and

during step d), for each particle whose coordinates are updated with the aid of the displacement law, the value of the corrective factor in the displacement law is taken equal to the corrective factor'"'"'s current value associated with the particle.

3. The method as claimed in claim 2, in which the corrective factor is, in the displacement law, added together or multiplied with the second measured variable and the variation of the standard deviation a, of the predefined probability law is maintained below 10% per second for more than 90% of the time of use of the method for locating the device, the variation of the standard deviation a, being given by the following ratio:

Σ

σ

<sub>ε

k</sub>/T, where;

σ

<sub>ε

k</sub> is the standard deviation of the predefined probability law during the k-th iteration of step d),

τ

σ

<sub>ε

k</sub> is the sum of the standard deviations σ

<sub>ε

k</sub> between the q-th iteration and the p-th iteration of step d), where q is an integer strictly less than p,

T is the duration in seconds of the time interval which has elapsed between the q-th and the p-th iteration of step d).

4. The method as claimed in claim 2, in which the corrective factor is, in the displacement law, added together or multiplied with the first measured variable and the variation of the standard deviation σ

_α

of the predefined probability law is maintained below 10°

per second for more than 90% of the time of use of the method for locating the device, the variation of the standard deviation σ

_α

being given by the following ratio;

τ

σ

<sub>α

k</sub>/T, where;

σ

<sub>α

k</sub> is the standard deviation of the predefined probability law during the k-th iteration of step d),

Σ

σ

<sub>ε

k</sub> is the sum of the standard deviations σ

<sub>α

k</sub> between the q-th iteration and the p-th iteration of step d), where q is an integer strictly less than p,

T is the duration in seconds of the time interval which has elapsed between the q-th and the p-th iteration of step d).

5. The method as claimed in claim 2, in which, after several iterations of steps c) to e), the method comprises a step of re-sampling the particles during which:

the particles associated with the lowest weights are eliminated, and

new particles are automatically generated to replace the eliminated particles, a new current value of the corrective factor being assigned to each new particle, each new value being dependent on one or more of the corrective factor'"'"'s current values associated with the particles which have not been eliminated and independent of the corrective factor'"'"'s current values associated with the particles which have been eliminated.

6. The method as claimed in claim 1, in which:

during step a), the predefined constraints provided contain coordinates coding the positions and the dimensions of obstacles which are impassable to the device in the three-dimensional space, and

step e) comprises, for each particle;

the search for an intersection between the segment [P_k-1ⁱ;

P_kⁱ] and an impassable obstacle by using the coordinates of the impassable obstacle which are provided during step a), and

the decreasing of the weight associated with the particle if such an intersection exists and, in the converse case, the absence of decreasing or the increasing of the weight associated with the particle.

7. The method as claimed in claim 6, in which:

during step a), the map provided contains several distinct zones, each distinct zone being associated;

with coordinates defining the position on the map of its periphery, and

a list of identifiers of just the impassable obstacles situated inside this zone,

step e) systematically comprises for each particle;

an operation of identifying the zone inside which the particle is situated by comparing the updated coordinates of the particle with the peripheries of the zones of the map which are defined by the coordinates provided during step a), and then

an operation of searching for an intersection between the segment [P_k-1ⁱ;

P_kⁱ] and solely the impassable obstacles whose identifiers are contained in the list associated with the zone identified during the identification operation.

8. The method as claimed in claim 1, in which:

during step a), the map provided contains several distinct zones, each distinct zone being associated;

with coordinates defining the position on the map of its periphery, and

a displacement law from among a set of several different displacement laws, the displacement law associated with a zone making it possible to estimate more precisely, on the basis of the same measurements received, the direction and the amplitude of the displacement of the device when the latter is situated inside this zone than if any one of the other displacement laws of the set were used, for this purpose the different displacement laws are distinguished from one another by the mathematical operations which link the coordinates of a particle to the measurements received during step c), and

step d) systematically comprises for each particle;

an operation of identifying the zone inside which the particle is situated by comparing the coordinates of the particle with the peripheries of the zones of the map which are defined by the coordinates provided during step a), and then

an operation of use for the updating of the coordinates of the particle of just the displacement law associated with the zone identified during the identification operation.

9. An information recording medium, which comprises instructions for executing a method as claimed in claim 1, when the instructions are executed by an electronic computer.

10. An electronic unit for locating a device displaceable inside a three-dimensional space, the electronic unit comprising:

a memory containing a map of the three-dimensional space and predefined constraints on the displacements of the device in the three-dimensional space,

an electronic computer programmed for;

b) generating several distinct particles, each particle being associated;

with coordinates coding its position on the map, and

with a weight representing the probability that the device is situated at the site of the particle,

c) receiving measurements representative of the direction of displacement of the device and of the amplitude of the displacement from its previous position, the measurements being carried out by sensors onboard the displaced device,

d) updating the coordinates of the position of each particle as a function of the measurements received and of a predetermined displacement law for displacing the particle from its previous position P_k-1ⁱ to a new position P_kⁱ in a manner correlated with the measured displacement of the device,

e) for each particle, if the latest displacement of the particle from the position P_k-1ⁱ to the position P_kⁱ satisfies the predefined constraints, increasing the weight associated with the particle with respect to the weights of the particles whose latest displacement infringes these predefined constraints,

repeating steps c) to e), and

f) estimating the position of the device on the basis of the positions of the particles and of the weights associated with the particles by allotting, during the estimation, more importance to the positions of the particles associated with the highest weights,

wherein;

the map recorded in the memory contains at least one zone with favored direction of displacement associated;

with coordinates defining the position on the map of its periphery, and

with a favored direction of displacement in the zone,

the computer is programmed so as to, during step e) and for each particle;

detect the presence of the particle inside the zone with favored direction of displacement by comparing the coordinates of the particle with the periphery of the zone with favored direction of displacement defined by the coordinates provided during step a), and then,

if the particle is detected as being present inside the zone with favored direction of displacement, increase the weight of the particle if the angular deviation between the direction of displacement of the particle from the position P_k-1ⁱ to the position P_kⁱ and the favored direction of displacement associated with the zone is equal to 0°

or to 180°

to within plus or minus σ

_γ

, the increasing being carried out with respect to the weights of the other particles situated inside the same zone and for which the deviation is not equal to 0°

or to 180°

to within plus or minus σ

_γ

, where σ

_γ

is a predetermined angular tolerance, and

if the particle is detected as being outside of the zone with favored direction of displacement, prohibit the use of the favored direction of displacement associated with the zone to update the weight of the particle.

11. A device directly transportable by a pedestrian who is moving in displacement inside a three-dimensional space, the device comprising an inertial platform able to measure physical quantities representative of the direction of displacement of the device and of the amplitude of the displacement,

wherein the device also comprises an electronic locating unit as claimed in claim 10.