Granted Patent B2

US 11,450,011 · App. 17/105,121 · Granted Sep 20, 2022

Inventors: Xinan Wang (Dallas, TX); Fahad Mirza (Arlington, TX); Shahmeer Ali Mirza (Celina, TX)

Assignee: 7-ELEVEN, INC.

G06T7/292G06Q30/0201G06T7/60G06T7/70H04N5/247G06T2207/10016G06T2207/30196G06T2207/30232

Abstract

Claims (74)

1. A system comprising:

a weight sensor configured to:

measure a weight of at least one of an item positioned on the weight sensor; and

generate a first signal indicative of the weight of the at least one of the item; and

a weight server operably coupled with the weight sensor and comprising a processor configured to:

detect a first event corresponding to a weight change on the weight sensor, when a quantity of the item is removed from the weight sensor;

determine a weight decrease amount corresponding to the weight decrease on the weight sensor;

calculate a result from dividing the weight decrease amount over a unit weight of the item;

determine an item quantity value by identifying the closest integer to the result;

determine whether the result is within a first threshold range from the item quantity value;

if it is determined that the result is within the first threshold range from the item quantity value, determine that a quantity of the item with the amount of the item quantity value is removed from the weight sensor;

if it is determined that the result is not within the first threshold range from the item quantity value:

compare a weight change pattern in the first signal with weight change patterns from a training dataset comprising a set of historically observed signals, wherein each signal of the training dataset is associated with a quantity of the item being removed from the weight sensor;

find a particular signal from the training dataset whose weight change pattern matches the weight change pattern of the first signal; and

determine that a quantity of the item associated with the particular signal is removed from the weight sensor;

wherein the weight server is further configured to:

validate that the quantity of the item associated with the particular signal is removed from the weight sensor by determining whether an instantaneous sensor sensitivity is within a second threshold range from a default sensor sensitivity, wherein:

the instantaneous sensor sensitivity corresponds to a ratio of a voltage change over a weight change during the first event; and

the default sensor sensitivity is a predetermined ratio of a voltage change over a weight change that is expected from the weight sensor.

2. The system of claim 1 , wherein the weight server is further configured to validate that the quantity of the item associated with the particular signal is removed from the weight sensor if it is determined that the instantaneous sensor sensitivity is within the second threshold range from the default sensor sensitivity.

3. The system of claim 1 , wherein the weight server is further configured to record that the instantaneous sensor sensitivity to be used for a next event corresponding to a weight change on the weight sensor if it is determined that the instantaneous sensor sensitivity is within the second threshold range from the default sensor sensitivity.

4. The system of claim 1 , wherein the weight server is further configured to determine that a quantity of the item that is closest to an item quantity value using the default sensor sensitivity is removed from the weight sensor if it is determined that the instantaneous sensor sensitivity is not within the second threshold range from the default sensor sensitivity.

5. The system of claim 1 , wherein the weight server is further configured to:

if it is determined that the instantaneous sensor sensitivity is not within the second threshold range from the default sensor sensitivity:

update the instantaneous sensor sensitivity; and

record that the default sensor sensitivity to be used for a next event corresponding to a weight change on the weight sensor.

6. The system of claim 1 , wherein the first event is defined as when a weight change over a threshold weight is experienced by the weight sensor.

7. A method comprising:

measuring a weight of at least one of an item positioned on a weight sensor;

generating a first signal indicative of the weight of the at least one of the item;

detecting a first event corresponding to a weight change on the weight sensor, when a quantity of the item is removed from the weight sensor;

determining a weight decrease amount corresponding to the weight decrease on the weight sensor;

calculating a result from dividing the weight decrease amount over a unit weight of the item;

determining an item quantity value by identifying the closest integer to the result;

determining whether the result is within a first threshold range from the item quantity value;

if it is determined that the result is within the first threshold range from the item quantity value, determining that a quantity of the item with the amount of the item quantity value is removed from the weight sensor;

if it is determined that the result is not within the first threshold range from the item quantity value:

comparing a weight change pattern in the first signal with weight change patterns from a training dataset comprising a set of historically observed signals, wherein each signal of the training dataset is associated with a quantity of the item being removed from the weight sensor;

finding a particular signal from the training dataset whose weight change pattern matches the weight change pattern of the first signal;

determining that a quantity of the item associated with the particular signal is removed from the weight sensor; and

validating that the quantity of the item associated with the particular signal is removed from the weight sensor by determining whether an instantaneous sensor sensitivity is within a second threshold range from a default sensor sensitivity, wherein:

the instantaneous sensor sensitivity corresponds to a ratio of a voltage change over a weight change during the first event; and

the default sensor sensitivity is a predetermined ratio of a voltage change over a weight change that is expected from the weight sensor.

8. The method of claim 7 , further comprising validating that the quantity of the item associated with the particular signal is removed from the weight sensor if it is determined that the instantaneous sensor sensitivity is within the second threshold range from the default sensor sensitivity.

9. The method of claim 7 , further comprising recording that the instantaneous sensor sensitivity to be used for a next event corresponding to a weight change on the weight sensor if it is determined that the instantaneous sensor sensitivity is within the second threshold range from the default sensor sensitivity.

10. The method of claim 7 , further comprising determining that a quantity of the item that is closest to an item quantity value using the default sensor sensitivity is removed from the weight sensor if it is determined that the instantaneous sensor sensitivity is not within the second threshold range from the default sensor sensitivity.

11. The method of claim 7 , further comprising:

if it is determined that the instantaneous sensor sensitivity is not within the second threshold range from the default sensor sensitivity:

updating the instantaneous sensor sensitivity; and

recording that the default sensor sensitivity to be used for a next event corresponding to a weight change on the weight sensor.

12. The method of claim 7 , wherein the first event is defined as when a weight change over a threshold weight is experienced by the weight sensor.

13. A computer program comprising executable instructions stored in a non-transitory computer readable medium that when executed by a processor causes the processor to:

measure a weight of at least one of an item positioned on a weight sensor;

generate a first signal indicative of the weight of the at least one of the item;

detect a first event corresponding to a weight change on the weight sensor, when a quantity of the item is removed from the weight sensor;

determine a weight decrease amount corresponding to the weight decrease on the weight sensor;

calculate a result from dividing the weight decrease amount over a unit weight of the item;

determine an item quantity value by identifying the closest integer to the result;

determine whether the result is within a first threshold range from the item quantity value;

if it is determined that the result is within the first threshold range from the item quantity value, determine that a quantity of the item with the amount of the item quantity value is removed from the weight sensor;

if it is determined that the result is not within the first threshold range from the item quantity value:

compare a weight change pattern in the first signal with weight change patterns from a training dataset comprising a set of historically observed signals, wherein each signal of the training dataset is associated with a quantity of the item being removed from the weight sensor;

find a particular signal from the training dataset whose weight change pattern matches the weight change pattern of the first signal; and

determine that a quantity of the item associated with the particular signal is removed from the weight sensor; and

validate that the quantity of the item associated with the particular signal is removed from the weight sensor by determining whether an instantaneous sensor sensitivity is within a second threshold range from a default sensor sensitivity, wherein:

the instantaneous sensor sensitivity corresponds to a ratio of a voltage change over a weight change during the first event; and

the default sensor sensitivity is a predetermined ratio of a voltage change over a weight change that is expected from the weight sensor.

14. The computer program of claim 13 , wherein the processor is further configured to validate that the quantity of the item associated with the particular signal is removed from the weight sensor if it is determined that the instantaneous sensor sensitivity is within the second threshold range from the default sensor sensitivity.

15. The computer program of claim 13 , wherein the processor is further configured to record that the instantaneous sensor sensitivity to be used for a next event corresponding to a weight change on the weight sensor if it is determined that the instantaneous sensor sensitivity is within the second threshold range from the default sensor sensitivity.

16. The computer program of claim 13 , wherein the processor is further configured to determine that a quantity of the item that is closest to an item quantity value using the default sensor sensitivity is removed from the weight sensor if it is determined that the instantaneous sensor sensitivity is not within the second threshold range from the default sensor sensitivity.

17. The computer program of claim 13 , the processor is further configured to:

if it is determined that the instantaneous sensor sensitivity is not within the second threshold range from the default sensor sensitivity:

update the instantaneous sensor sensitivity; and

record that the default sensor sensitivity to be used for a next event corresponding to a weight change on the weight sensor.

Assignments (1)

Continuity (46)

Cited By (1)

US 12,400,182