METHOD AND APPARATUS FOR RELOCATION OF MOBILE ROBOT IN INDOOR ENVIRONMENT

• US 20170003131A1
• Filed: 03/31/2016
• Published: 01/05/2017
• Est. Priority Date: 07/03/2015
• Status: Abandoned Application

• Current Assignee: Korea Advanced Institute of Science and Technology
• Original Assignee: Korea Advanced Institute of Science and Technology
• Inventors: MYEONG, Hyeon, JUNG, Jong Dae
• Application Number:
  US15/087,070
• Publication Number:
  US 20170003131A1
• Time in Patent Office: Days
• US Class Current: 1/1
• CPC Class Codes: G01C 21/005 with correlation of navigation data from several sources, e.g. map or contour matching G01C21/30 takes precedence
• CPC Class Codes: G05D 1/0259 using magnetic or electromagnetic means
• CPC Class Codes: G05D 1/0274 using mapping information stored in a memory device navigation using map-matching G01C21/30
• CPC Class Codes: Y10S 901/01 Mobile robot

Abstract

A method and apparatus for relocation of a mobile robot is provided. The relocation method includes the steps of generating a fingerprint based on a previously built magnetic field map, and if the mobile robot is determined as being failed in localization, relocating a location of the mobile robot based on the generated location fingerprint. The step of generating the location fingerprint includes the step of generating the location fingerprint based on the magnetic field map and location measurement values for the mobile robot that are previously measured by a radio source.

Claims

1. A relocation method for a mobile robot, the relocation method comprising:

generating a fingerprint based on a previously built magnetic field map; and

if the mobile robot is determined as being failed in localization, relocating a location of the mobile robot based on the generated location fingerprint.

2. The relocation method of claim 1, wherein the generating of the location fingerprint comprises:

generating the location fingerprint based on the magnetic field map and location measurement values for the mobile robot that are previously measured by a radio source.

3. The relocation method of claim 2, wherein the generating of the location fingerprint comprises:

generating the location fingerprint using magnetic field average values and standard deviations respective to a plurality of cells, and average values and standard deviations for the measurement values, or generating the location fingerprint using magnetic field average values and standard deviations respective to the plurality of cells.

4. The relocation method of claim 1, wherein the relocating of the location of the mobile robot comprises:

relocating the location of the mobile robot through a particle filter based approaching method including an MCL(Monte Carlo localization) algorithm.

5. The relocation method of claim 1, wherein the relocating of the location of the mobile robot comprises:

relocating the location of the mobile robot through an MLP(multilayer perceptron) based approaching method.

6. The relocation method of claim 1, wherein the relocating of the location of the mobile robot comprises:

if a current location of the mobile robot is out of a specific error range, determining that the localization is failed and relocating the location of the mobile robot based on the generated location fingerprint.

7. A relocation method for a mobile robot, the relocation method comprising:

obtaining magnetic field values along a moving route of a mobile robot and measurement values based on a signal transmitted from a radio source;

building a magnetic field map through SLAM based on the obtained magnetic field values;

generating a location fingerprint using the built magnetic field map and the measurement values; and

if the mobile robot is determined as being failed in localization, relocating a location of the mobile robot based on the generated location fingerprint.

8. A relocation apparatus for a mobile robot, the relocation apparatus comprising:

a fingerprint generation part configured to generate a location fingerprint based on a previously built magnetic field map; and

a relocation part configured to relocate a location of a mobile robot based on the generated location fingerprint if the mobile robot is determined as being failed in localization.

9. The relocation apparatus of claim 8, wherein the fingerprint generation part is configured to generate the location fingerprint based on the magnetic field map and location measurement values of the mobile robot that are previously measured by a radio source.

10. The relocation apparatus of claim 9, wherein the fingerprint generation part is configured to generate the location fingerprint using magnetic field average values and standard deviations respective to a plurality of cells, and average values and standard deviations for the measurement values, or to generate the location fingerprint using magnetic field average values and standard deviations respective to the plurality of cells.

11. The relocation apparatus of claim 8, wherein the relocation part is configured to relocate the location of the mobile robot through a particle filter based approaching method including an MCL algorithm.

12. The relocation apparatus of claim 8, wherein the relocation part is configured to relocate the location of the mobile robot through an MLP based approaching method.

13. The relocation apparatus of claim 8, wherein the relocation part is configured to determine that the localization is failed, if a current location of the mobile robot is out of a specific error range, and to relocate the location of the mobile robot based on the generated location fingerprint.