IP Library › Granted Patent US 11,761,160
Granted Patent B2
US 11,761,160 · App. 17/321,290 · Granted Sep 19, 2023

Apparatus and method of monitoring product placement within a shopping facility

Inventors: Donald R. High (Noel, MO); Shuvro Chakrobartty (Frisco, TX); Robert C. Taylor (Round Rock, TX)
Assignee: Walmart Apollo, LLC
E01H5/061A47F3/08A47F10/04A47F13/00A47L11/4011B07C5/28B07C5/3422B60L53/36B60L53/63B60P3/06B62B5/0026B62B5/0069B62B5/0076B65F3/00B66F9/063E01H5/12G01C21/206G01S1/02G01S1/70G01S1/7034G01S1/7038G01S1/72G05B19/048G05D1/0011G05D1/0016G05D1/0022G05D1/0027G05D1/0061G05D1/0088G05D1/021G05D1/028G05D1/0214G05D1/0219G05D1/0234G05D1/0246G05D1/0255G05D1/0276G05D1/0289G05D1/0291G05D1/0293G05D1/0297G05D1/04G06F3/017G06F18/214G06Q10/02G06Q10/0631G06Q10/06311G06Q10/083G06Q10/087G06Q10/1095G06Q10/30G06Q30/016G06Q30/0281G06Q30/0601G06Q30/0605G06Q30/0613G06Q30/0617G06Q30/0619G06Q30/0631G06Q30/0633G06Q30/0635G06Q30/0639G06Q30/0641G06Q50/28G06Q50/30G06T7/593G06T7/74G06V20/20G06V20/40G06V20/52G06V20/56G06V20/58G06V20/647G06V30/224G08G1/20G10L13/00G10L15/22G10L17/22H02J7/0013H02J7/0071H04B10/116H04L67/12H04L67/141H04L67/143H04N5/77H04N7/18H04N7/183H04N7/185H04N13/282H04W4/02H04W4/021H04W4/029H04W4/30H04W4/33H04W4/40H04W4/80A47F2010/005A47F2010/025A47L2201/04B07C2501/0045B07C2501/0054B07C2501/0063B60Y2410/10B65F2210/168G01S2201/02G05B19/124G05B2219/23363G05B2219/39107G05D2201/0203G05D2201/0207G05D2201/0216G06F16/90335G06F21/606G06K7/10297G06K7/10821G06K7/1413G06Q10/06315G06Q20/12G06T2207/10028G06V20/44G10L2015/223H02J7/00034H04B1/38H04L63/06H04L63/08H04L63/0846Y02W30/82Y02W90/00Y02W90/10Y04S10/50Y10S901/01
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Quick Facts
Patent No.
US 11,761,160
App. No.
17/321,290
Granted
Sep 19, 2023
Kind
B2
Abstract

Methods and apparatuses are provided for use in monitoring product placement within a shopping facility. Some embodiments provide an apparatus configured to determine product placement conditions within a shopping facility, comprising: a transceiver configured to wirelessly receive communications; a product monitoring control circuit coupled with the transceiver; a memory coupled with the control circuit and storing computer instructions that when executed by the control circuit cause the control circuit to: obtain a composite three-dimensional (3D) scan mapping corresponding to at least a select area of the shopping facility and based on a series of 3D scan data; evaluate the 3D scan mapping to identify multiple product depth distances; and identify, from the evaluation of the 3D scan mapping, when one or more of the multiple product depth distances is greater than a predefined depth distance threshold from the reference offset distance of the product support structure.

Claims (70)

1. A retail system configured to determine product placement conditions within a retail facility, comprising:

a product monitoring control circuit associated with a retail facility; and

a memory coupled with the control circuit and storing computer instructions that when executed by the control circuit cause the control circuit to:

obtain a scan mapping corresponding to at least a select area of the retail facility and based on a series of scan data from a motorized robotic scanner unit moved along at least the select area of the retail facility;

access a baseline scan of at least the select area;

compare the scan mapping to the baseline scan and determine, based on differences between the scan mapping and the baseline scan, an empty area of a product support structure defined relative to a reference proximate an edge of the product support structure and each of multiple items of a first product supported by the product support structure; and

identify when the empty area is greater than a predefined area threshold relative to the reference proximate the edge of the product support structure.

2. The retail system of claim 1 , wherein the scan mapping comprises a three-dimensional (3D) scan mapping and wherein the control circuit in identifying when the empty area is greater than the area threshold is further configured to identify, based on the 3D scan mapping, when the empty area is greater than a case threshold such that the empty area is large enough to receive at least a full case of the items of the first product; and

cause one or more commands to be communicated to cause initiation of one or more actions in response to identifying that the empty area has the predefined relationship to the area threshold and the empty area is greater than the case threshold.

3. The retail system of claim 1 , wherein the control circuit is further configured to:

identify, from the scan mapping and relative to each of multiple sets of items of the first product supported by the product support structure, whether a threshold number of items are present within each of the multiple sets of items, wherein each of the multiple sets of items comprises one or more of the items on the product support structure;

identify that a threshold number of the sets of items within the select area that do not have at least the threshold number of items; and

cause one or more commands to be communicated, in response to identifying that the threshold number of the sets of items do not have at least the threshold number of items, to initiate one or more actions.

4. The retail system of claim 1 , wherein the control circuit is further configured to:

identify, based on the scan mapping, when one or more items within the select area are different than the first product; and

cause a notification to be communicated notifying a retail facility associate that at least one item of at least a second product is incorrectly placed within the select area.

5. The retail system of claim 1 , wherein the scan mapping comprises point cloud measurements, and the baseline scan comprises point cloud measurements.

6. The retail system of claim 1 , wherein the control circuit is further configured to:

cause one or more movement commands to control the motorized robotic scanner unit to be communicated to the motorized robotic scanner unit, wherein the one or more movement commands when implemented by the motorized robotic scanner unit cause physical movement of the motorized robotic scanner unit consistent with the one or more movement commands through at least a portion of the retail facility and along the select area of the product support structure.

7. The retail system of claim 1 , wherein the control circuit is further configured to:

identify that the empty area is less than a restocking area threshold; and

cause an instruction to be communicated to cause movement of the multiple items of the first product still supported on the product support structure in the select area to be closer to the reference offset and faced on the product support structure in response to the identifying that the empty area is greater than the area threshold but not greater than the restocking area threshold, wherein the area threshold is a facing area threshold.

8. The retail system of claim 1 , wherein the control circuit is further configured to:

communicate commands to the motorized robotic scanner unit causing the motorized robotic scanner unit to perform at least one additional task and to capture the scan data as the motorized robotic scanner unit travels through the retail facility performing the at least one additional task, wherein the at least one additional task is different than capturing the scan data.

9. The retail system of claim 1 , wherein the control circuit is further configured to access inventory information of the first product and identify from the inventory information when there is a threshold number of items of the first product;

cause an instruction to be communicated to cause a restocking of the empty area with additional items of the first product in response to both identifying that the empty area is greater than the area threshold relative to the reference proximate the edge of the product support structure, and identifying that there is the threshold number of items of the first product; and

prevent an instruction from being communicated regarding restocking of the empty area in response to one of identifying that the empty area is not greater than the area threshold relative to the reference proximate the edge of the product support structure, and identifying that there is not the threshold number of items of the first product.

10. A method of determining product placement conditions within a retail facility, comprising:

by a control circuit of a retail facility product monitoring system:

obtaining a scan mapping corresponding to at least a select area of the retail facility and based on a series of scan data from a motorized robotic scanner unit moved along at least the select area of the retail facility;

accessing a baseline scan of at least the select area;

comparing the scan mapping to the baseline scan and determining, based on differences between the scan mapping and the baseline scan, an empty area of a product support structure defined relative to a reference proximate an edge of the product support structure and each of multiple items of a first product supported by the product support structure; and

identifying when the empty area is greater than a predefined area threshold relative to the edge of the product support structure.

11. The method of claim 10 , further comprising:

the scan mapping comprises a three-dimensional (3D) scan mapping;

wherein the identifying when the empty area is greater than the area threshold further comprises:

identifying, based on the 3D scan mapping, when the empty area is greater than a case threshold such that the empty area is large enough to receive at least a full case of the items of the first product; and

causing one or more commands to be communicated to cause initiation of one or more actions in response to identifying that the empty area has the predefined relationship to the area threshold and the empty area is greater than the case threshold.

12. The method of claim 10 , further comprising:

identifying, relative to each of multiple sets of items of the first product supported by the product support structure, whether a threshold number of items are present within each of the multiple sets of items, wherein each of the multiple sets of items comprises one or more of the items on the product support structure;

identifying that a threshold number of the sets of items within the select area that do not have at least the threshold number of items; and

causing one or more commands to be communicated in response to identifying that the threshold number of the set of items do not have at least the threshold number of items to initiate one or more actions.

13. The method of claim 10 , further comprising:

identifying, based on the scan mapping, when one or more items within the select area are different than the first product; and

causing a notification to be communicated notifying a retail facility associate that at least one item of at least a second product is incorrectly placed within the select area.

14. The method of claim 10 , wherein the scan mapping comprises point cloud measurements, and the baseline scan comprises point cloud measurements.

15. The method of claim 10 , further comprising:

causing one or more movement commands to control the motorized robotic scanner unit to be communicated to the motorized robotic scanner unit, wherein the one or more movement commands when implemented by the motorized robotic scanner unit cause physical movement of the motorized robotic scanner unit consistent with the one or more movement commands through at least a portion of the retail facility and along the select area of the product support structure.

16. The method of claim 10 , further comprising:

identifying that the empty area is less than a restocking area threshold; and

causing an instruction to be communicated to cause movement of the multiple items of the first product still supported on the product support structure in the select area to be closer to the reference offset and faced on the product support structure in response to the identifying that the empty area is greater than the area threshold but not greater than the restocking area threshold, wherein the area threshold is a facing area threshold.

17. The method of claim 10 , further comprising:

communicating commands to the motorized robotic scanner unit causing the motorized robotic scanner unit to perform at least one additional task and to capture the scan data as the motorized robotic scanner unit travels through the retail facility performing the at least one additional task, wherein the at least one additional task is different than capturing the scan data.

18. The method of claim 17 , further comprising:

accessing inventory information of the first product;

identifying from the inventory information when there is a threshold number of items of the first product;

causing an instruction to be communicated to cause a restocking of the empty area with additional items of the first product in response to both identifying that the empty area is greater than the area threshold relative to the reference proximate the edge of the product support structure, and identifying that there is the threshold number of items of the first product; and

preventing an instruction from being communicated regarding restocking of the empty area in response to one of identifying that the empty area is not greater than the area threshold relative to the reference proximate the edge of the product support structure, and identifying that there is not the threshold number of items of the first product.

19. A retail facility product monitoring system, comprising:

a plurality of autonomous, motorized robotic scanner units;

a product monitoring control circuit associated with a retail facility and communicatively coupled over a wireless communication network with each of the motorized robotic scanner units;

a memory coupled with the product monitoring control circuit and storing computer instructions that when executed by the control circuit cause the control circuit to:

communicate one or more route commands to a first motorized robotic scanner unit of the plurality of motorized robotic scanner units to cause physical movement of the first motorized robotic scanner unit to move consistent with the one or more route commands through at least a portion of the retail facility and at least along a select area of a product support structure and capture scan data relative to the select area;

obtain a scan mapping corresponding to at least the select area of the product support structure based on a series of the scan data from the first motorized robotic scanner unit;

access a baseline scan of at least the select area of the product support structure;

compare the scan mapping with the baseline scan and identify differences between the scan mapping and the baseline scan of an empty area on the product support structure relative to an edge of the product support structure;

identify when the empty area has a predefined relationship with an area threshold; and

communicate one or more commands to initiate one or more actions in response to identifying that the empty area has the predefined relationship to the area threshold.

20. The system of claim 19 , wherein the product monitoring control circuit, in identifying that the empty area has the predefined relationship with the area threshold, is configured to:

identify when an empty area across the product support structure where a plurality of the first product have been removed, corresponding the first product, has a predefined relationship to an area threshold.

Assignments (2)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded May 17, 2021
From: HIGH, DONALD R.; CHAKROBARTTY, SHUVRO; TAYLOR, ROBERT C.
To: WAL-MART STORES, INC.
Reel/Frame 056265/0332 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded May 17, 2021
From: WAL-MART STORES, INC.
To: WALMART APOLLO, LLC
Reel/Frame 056267/0582 →
Continuity (40)
Continuation 16845428 · Apr 10, 2020
Continuation 16269262 · Feb 6, 2019
Continuation 15061265 · Mar 4, 2016
Provisional Application 62303021 · Mar 3, 2016
Provisional Application 62302567 · Mar 2, 2016
Provisional Application 62302547 · Mar 2, 2016
Provisional Application 62302713 · Mar 2, 2016
Provisional Application 62292084 · Feb 5, 2016
Provisional Application 62214826 · Sep 4, 2015
Provisional Application 62214824 · Sep 4, 2015
Provisional Application 62207858 · Aug 20, 2015
Provisional Application 62205569 · Aug 14, 2015
Provisional Application 62205539 · Aug 14, 2015
Provisional Application 62205555 · Aug 14, 2015
Provisional Application 62205548 · Aug 14, 2015
Provisional Application 62202744 · Aug 7, 2015
Provisional Application 62202747 · Aug 7, 2015
Provisional Application 62194131 · Jul 17, 2015
Provisional Application 62194121 · Jul 17, 2015
Provisional Application 62194119 · Jul 17, 2015
Provisional Application 62194127 · Jul 17, 2015
Provisional Application 62185478 · Jun 26, 2015
Provisional Application 62182339 · Jun 19, 2015
Provisional Application 62175182 · Jun 12, 2015
Provisional Application 62171822 · Jun 5, 2015
Provisional Application 62165416 · May 22, 2015
Provisional Application 62165579 · May 22, 2015
Provisional Application 62165586 · May 22, 2015
Provisional Application 62157388 · May 5, 2015
Provisional Application 62152465 · Apr 24, 2015
Provisional Application 62152711 · Apr 24, 2015
Provisional Application 62152421 · Apr 24, 2015
Provisional Application 62152667 · Apr 24, 2015
Provisional Application 62152630 · Apr 24, 2015
Provisional Application 62152440 · Apr 24, 2015
Provisional Application 62152610 · Apr 24, 2015
Provisional Application 62138885 · Mar 26, 2015
Provisional Application 62138877 · Mar 26, 2015
Provisional Application 62129727 · Mar 6, 2015
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