Systems and methods for RFID-based retail management
A system for RFID-based retail management that includes a set of antennas, an RFID transceiver connected to the set of antennas; and a microprocessor-based system manager that controls the RFID transceiver and transforms RFID response data from the RFID transceiver into RFID tag location data according to read probability methods.
1. A system for locating a radio-frequency identification (RFID) tag in a volume of interest, the system comprising:
a plurality of antennas, the plurality of antennas comprising a first antenna to transmit an activation signal based on historical data related to a location of the RFID tag toward the volume of interest, wherein the historical data includes data about a variation in the location of the RFID tag as a function of time of day;
an RFID transceiver, electrically coupled to the plurality of antennas, to receive RFID response data from the RFID tag in response to the activation signal;
a camera to obtain visual data representing a person in the volume of interest; and
a system manager, operably coupled to the RFID transceiver and the camera, to transform the RFID response data from the RFID transceiver into RFID tag location data, to locate the person in the volume of interest based on the visual data, to identify the person based on the visual data using image recognition techniques and/or gait analysis, and to associate the RFID tag with the person,
wherein the system manager is configured to estimate a permittivity of the person in the volume of interest and to transform the RFID response data into the RFID tag location data based at least in part on the permittivity.
2. The system of claim 1 , wherein the volume of interest is based on a size of the person.
3. The system of claim 1 , wherein the volume of interest extends in front of the person.
4. The system of claim 1 , wherein the camera is configured to identify another volume of interest based on at least one of a direction of the person's gaze or an orientation of the person's head and the system manager is configured to cause the RFID transceiver and the plurality of antennas to scan the other volume of interest for another RFID tag.
5. The system of claim 1 , wherein the system manager is configured to flag the person for review in response to detecting that the RFID tag has ceased to transmit.
6. The system of claim 1 , wherein the person is a first person, wherein the camera is further configured to obtain visual data representing a second person in the first volume of interest and the system manager is configured to locate both the first person and the second person with the first volume of interest.
7. The system of claim 1 , wherein the historical data includes data about the location of the RFID tag relative to the locations of other RFID tags.
8. The system of claim 1 , wherein the historical data comprises data about at least one of humidity, presence of people or objects, or temperature.
9. A method of locating a radio-frequency identification (RFID) tag, the method comprising:
determining that a person is in a predefined region of interest in a plurality of regions of interest based on a video from a camera;
estimating a permittivity of the person in the predefined region of interest;
scanning the predefined region of interest for a RFID tag;
receiving a response from the RFID tag; and
determining a location of the RFID tag based on the response from the RFID tag and the permittivity of the person in the predefined region of interest.
10. The method of claim 9 , further comprising:
identifying, via head tracking and/or eye tracking of the person using the camera, an object that the person is looking at.
11. The method of claim 9 , further comprising:
defining another volume of interest based on at least one of a direction of the person's gaze or an orientation of the person's head; and
scanning the other volume of interest for another RFID tag.
12. The method of claim 11 , wherein the volume of interest contains objects the person has selected for purchase and the other volume of interest contains objects that the person is looking at but has not selected for purchase.
13. The method of claim 9 , wherein scanning the predefined region of interest consists of scanning only the predefined region of interest for the RFID tag to reduce scanning time and to reduce a chance of collisions in responses from other RFID tags in the other regions of interest in the plurality of regions of interest.
14. The method of claim 9 , further comprising:
identifying an object that the person is looking at based on the RFID tag.
15. The method of claim 9 , further comprising:
identifying an object that the person is carrying based on the RFID tag.
16. The method of claim 9 , further comprising:
detecting that the first RFID tag has ceased to transmit; and
flagging the person for review in response to detecting that the first RFID tag has ceased to transmit.
17. The method of claim 9 , further comprising:
identifying, based on the video from the camera, an object that the person is looking at.