The present solution relates generally to Electronic Article Surveillance (“EAS”) detection systems. More particularly, the present solution relates to pedestals with embedded camera for beam steering.
EAS detection systems generally comprise an interrogation antenna for transmitting an electromagnetic signal into an interrogation zone, markers which respond in some known electromagnetic manner to the interrogation signal, an antenna for detecting the response of the marker, a signal analyzer for evaluating the signals produced by the detection antenna, and an alarm which indicates the presence of a marker in the interrogation zone. The alarm can then be the basis for initiating one or more appropriate responses depending upon the nature of the facility. Typically, the interrogation zone is in the vicinity of an exit from a facility such as a retail store, and the markers can be attached to articles such as items of merchandise or inventory.
One type of EAS detection system utilizes AcoustoMagnetic (“AM”) markers. The general operation of an AM EAS detection system is described in U.S. Pat. Nos. 4,510,489 and 4,510,490, the disclosure of which is herein incorporated by reference. The detection of markers in an AM EAS detection system by pedestals placed at an exit has always been specifically focused on detecting markers only within the spacing of the pedestals. However, the interrogation field generated by the pedestals may extend beyond the intended detection zone. For example, a first pedestal will generally include a main antenna field directed toward a detection zone located between the first pedestal and a second pedestal. When an exciter signal is applied at the first pedestal it will generate an electro-magnetic field of sufficient intensity (or interrogation signal) so as to excite markers (or security tags) within the interrogation or detection zone. Similarly, the second pedestal will generally include an antenna having a main antenna field directed toward the detection zone (and toward the first pedestal). An exciter signal applied at the second pedestal will also generate an electromagnetic field with sufficient intensity (e.g., an interrogation signal) so as to excite markers (or security tags) within the interrogation or detection zone. When a marker tag is excited in the detection zone, it will generate an electromagnetic signal which can usually be detected by receiving the signal at the antennas associated with the first and second pedestal.
One limitation of EAS detection systems is the detection of tagged items in the back-field area behind the pedestal antennas. Tag detection in this area will trigger alarms that are considered false, since the customer carrying the merchandise is not exiting the store. One method used to reduce back-field is to change the antenna's transmit and receive patterns from transceivers (transmit and receive simultaneously) to transmit or receive only. This method is effective in reducing back-field alarms. However, this method reduces the systems performance in the valid detection area. Other methods which compare received amplitudes between multiple antennas have been successful in reducing back-field false alarms. But, these algorithms could be unreliable due to their dependence on noise amplitudes.
Yet another method involves beam steered antennas. Beam steered antennas are dividing their ability to read RFID chips between various zones and always reading as quickly as possible. With the current state of the art, the read rate of RFID chips versus the amount of time to read them before exiting means RFID reads are often missed. When there are no people exiting the pedestal area, the RFID reader continues to use energy and blast RFID RF signals which leads to excessive power and additional RF noise at other reader locations.
The present disclosure concerns implementing systems and methods for operating a pedestal of an EAS system. The methods comprise: capturing at least one first image or video by a camera coupled to the pedestal; analyzing the at least one first image or video to detect a person's presence and determine the person's location relative to the camera; determining, by a system controller for the pedestal, a first beam pointing direction for the pedestal based on results of the analysis of the at least one first image or video; and steering, by the system controller, a read beam of the pedestal in accordance with the first beam pointing direction so that a main lobe of the pedestal's antenna field pattern covers a first area of an interrogation zone.
The methods may further comprise: causing the pedestal to transmit an interrogation signal in a direction away from the pedestal and into the first area; and/or receiving, by the pedestal, a response signal that causes an active security tag detection by the EAS system.
In some scenarios, the analyzing further involves determining environmental conditions in an area of a facility at least partially surrounding the pedestal. The pedestal may be caused to transmit an interrogation signal into the first area and at a time determined based on the environmental conditions. The environmental condition includes, but is not limited to, door movement.
In those or other scenarios, the methods further comprise: capturing at least one second image or video by the camera or another camera coupled to the pedestal; analyzing the at least one second image or video to detect the person's presence and determine the person's location relative to the camera or another camera; determining a second beam pointing direction for the pedestal based on results of the analysis of the at least one second image or video, where the second beam pointing direction is different than the first beam pointing direction; and steering the read beam of the pedestal in accordance with the second beam pointing direction so that the main lobe of the pedestal's antenna field pattern covers a second area different than the first area of the interrogation zone.
In those or other scenarios, the methods further comprise: determining a second beam pointing direction for the pedestal based on content of at least one first image or video; and re-steering the read beam of the pedestal in accordance with the second beam pointing direction so that the main lobe of the pedestal's antenna field pattern covers a second area of an interrogation zone.
In those or other scenarios, the methods further comprise: using camera data to track movement of the person; and dynamically steering the read beam to follow the person through the interrogation zone. The camera may be embedded into an antenna or the pedestal.
The implementing systems comprise: a pedestal; a camera coupled to the pedestal; and a system controller communicatively connected to the pedestal and the camera. The camera is configured to capture at least one first image or video, and/or analyze the at least one first image or video to detect a person's presence and determine the person's location relative to the camera. The system controller comprises a processor and a non-transitory computer-readable storage medium comprising programming instructions that are configured to cause the processor to: determine a first beam pointing direction for the pedestal based on results of the analysis of the at least one first image or video; and cause a read beam of the pedestal to be steered in accordance with the first beam pointing direction so that a main lobe of the pedestal's antenna field pattern covers a first area of an interrogation zone.
The pedestal may: be caused to transmit an interrogation signal in a direction away from the pedestal and into the first area; and/or receive a response signal that causes an active security tag detection by the EAS system.
In some scenarios, the analysis of the at least one first image or video comprises determining environmental conditions in an area of a facility at least partially surrounding the pedestal. The pedestal is caused to transmit an interrogation signal into the first area and at a time determined based on the environmental conditions. The environmental condition includes, but is not limited to, door movement.
In those or other scenarios, the camera or another camera coupled to the pedestal captures at least one second image or video, and/or analyze the at least one second image or video to detect the person's presence and determine the person's location relative to the camera or another camera. The programming instructions further cause the processor to: determine a second beam pointing direction for the pedestal based on results of the analysis of the at least one second image or video, where the second beam pointing direction is different than the first beam pointing direction; and cause the read beam of the pedestal to be steered in accordance with the second beam pointing direction so that the main lobe of the pedestal's antenna field pattern covers a second area different than the first area of the interrogation zone.
In those or other scenarios, the programming instructions further cause the processor to: determine a second beam pointing direction for the pedestal based on content of at least one first image or video; and cause the read beam of the pedestal to be re-steered in accordance with the second beam pointing direction so that the main lobe of the pedestal's antenna field pattern covers a second area of an interrogation zone. Additionally or alternatively, the programming instructions further cause the processor to: use camera data to track movement of the person; and cause the read beam to be dynamically steered to follow the person through the interrogation zone. The camera may be embedded into an antenna or the pedestal.
The present solution will be described with reference to the following drawing figures, in which like numerals represent like items throughout the figures.
It will be readily understood that the components of the embodiments as generally described herein and illustrated in the appended figures could be arranged and designed in a wide variety of different configurations. Thus, the following more detailed description of various embodiments, as represented in the figures, is not intended to limit the scope of the present disclosure, but is merely representative of various embodiments. While the various aspects of the embodiments are presented in drawings, the drawings are not necessarily drawn to scale unless specifically indicated.
The present solution may be embodied in other specific forms without departing from its spirit or essential characteristics. The described embodiments are to be considered in all respects only as illustrative and not restrictive. The scope of the present solution is, therefore, indicated by the appended claims rather than by this detailed description. All changes which come within the meaning and range of equivalency of the claims are to be embraced within their scope.
Reference throughout this specification to features, advantages, or similar language does not imply that all of the features and advantages that may be realized with the present solution should be or are in any single embodiment of the present solution. Rather, language referring to the features and advantages is understood to mean that a specific feature, advantage, or characteristic described in connection with an embodiment is included in at least one embodiment of the present solution. Thus, discussions of the features and advantages, and similar language, throughout the specification may, but do not necessarily, refer to the same embodiment.
Furthermore, the described features, advantages and characteristics of the present solution may be combined in any suitable manner in one or more embodiments. One skilled in the relevant art will recognize, in light of the description herein, that the present solution can be practiced without one or more of the specific features or advantages of a particular embodiment. In other instances, additional features and advantages may be recognized in certain embodiments that may not be present in all embodiments of the present solution.
Reference throughout this specification to “one embodiment”, “an embodiment”, or similar language means that a particular feature, structure, or characteristic described in connection with the indicated embodiment is included in at least one embodiment of the present solution. Thus, the phrases “in one embodiment”, “in an embodiment”, and similar language throughout this specification may, but do not necessarily, all refer to the same embodiment.
As used in this document, the singular form “a”, “an”, and “the” include plural references unless the context clearly dictates otherwise. Unless defined otherwise, all technical and scientific terms used herein have the same meanings as commonly understood by one of ordinary skill in the art. As used in this document, the term “comprising” means “including, but not limited to”.
The terms “memory,” “memory device,” “data store,” “data storage facility” and the like each refer to a non-transitory device on which computer-readable data, programming instructions (e.g., instructions 1060 of
The terms “processor” and “processing device” refer to a hardware component of an electronic device that is configured to execute programming instructions. Except where specifically stated otherwise, the singular term “processor” or “processing device” is intended to include both single-processing device embodiments and embodiments in which multiple processing devices together or collectively perform a process.
The present solution provides pedestals employing beam steered antennas for reading active security tags in a variable interrogation zone. RF reflections from doors and people can interfere with optimal reading in some environments so the ability to detect people entering or door motion can be used to further improve reliability in crowded RF store environments. In this regard, the present solution uses one or more cameras with Artificial Intelligence (“AI”) for detecting people and objects in an area adjacent to the pedestals. The cameras facilitate optimization of the read zones for the tag readers, while reducing power usage, RF interference and false positives. The beam steered antennas can now be controlled to optimize reading in only those zones with people moving towards or through exits or areas of interest.
Accordingly, the present disclosure concerns implementing systems and methods for operating a pedestal of an EAS system. The methods comprise: capturing at least one first image or video by a camera coupled to the pedestal; analyzing the at least one first image or video to detect a person's presence and determine the person's location relative to the camera; determining, by a system controller for the pedestal, a first beam pointing direction for the pedestal based on results of the analysis of the at least one first image or video; and steering, by the system controller, a read beam of the pedestal in accordance with the first beam pointing direction so that a main lobe of the pedestal's antenna field pattern covers a first area of an interrogation zone.
The methods may further comprise: causing the pedestal to transmit an interrogation signal in a direction away from the pedestal and into the first area; and/or receiving, by the pedestal, a response signal that causes an active security tag detection by the EAS system.
In some scenarios, the analyzing further involves determining environmental conditions in an area of a facility at least partially surrounding the pedestal. The pedestal may be caused to transmit an interrogation signal into the first area and at a time determined based on the environmental conditions. The environmental condition includes, but is not limited to, door movement.
In those or other scenarios, the methods further comprise: capturing at least one second image or video by the camera or another camera coupled to the pedestal; analyzing the at least one second image or video to detect the person's presence and determine the person's location relative to the camera or another camera; determining a second beam pointing direction for the pedestal based on results of the analysis of the at least one second image or video, where the second beam pointing direction is different than the first beam pointing direction; and steering the read beam of the pedestal in accordance with the second beam pointing direction so that the main lobe of the pedestal's antenna field pattern covers a second area different than the first area of the interrogation zone.
Additionally or alternatively, the methods further comprise: determining a second beam pointing direction for the pedestal based on content of at least one first image or video; and re-steering the read beam of the pedestal in accordance with the second beam pointing direction so that the main lobe of the pedestal's antenna field pattern covers a second area of an interrogation zone.
Additionally or alternatively, the methods further comprise: using camera data to track movement of the person; and dynamically steering the read beam to follow the person through the interrogation zone. The camera may be embedded into an antenna or the pedestal.
The implementing systems comprise: a pedestal; a camera coupled to the pedestal; and a system controller communicatively connected to the pedestal and the camera. The camera is configured to capture at least one first image or video, and/or analyze the at least one first image or video to detect a person's presence and determine the person's location relative to the camera. The system controller comprises a processor and a non-transitory computer-readable storage medium comprising programming instructions that are configured to cause the processor to: determine a first beam pointing direction for the pedestal based on results of the analysis of the at least one first image or video; and cause a read beam of the pedestal to be steered in accordance with the first beam pointing direction so that a main lobe of the pedestal's antenna field pattern covers a first area of an interrogation zone. The pedestal may: be caused to transmit an interrogation signal in a direction away from the pedestal and into the first area; and/or receive a response signal that causes an active security tag detection by the EAS system.
In some scenarios, the analysis of the at least one first image or video comprises determining environmental conditions in an area of a facility at least partially surrounding the pedestal. The pedestal is caused to transmit an interrogation signal into the first area and at a time determined based on the environmental conditions. The environmental condition includes, but is not limited to, door movement.
In those or other scenarios, the camera or another camera coupled to the pedestal captures at least one second image or video. The programming instructions further cause the processor to: analyze the at least one second image or video to detect the person's presence and determine the person's location relative to the camera or another camera; determine a second beam pointing direction for the pedestal based on results of the analysis of the at least one second image or video, where the second beam pointing direction is different than the first beam pointing direction; and cause the read beam of the pedestal to be steered in accordance with the second beam pointing direction so that the main lobe of the pedestal's antenna field pattern covers a second area different than the first area of the interrogation zone.
In those or other scenarios, the programming instructions further cause the processor to: determine a second beam pointing direction for the pedestal based on content of at least one first image or video; and cause the read beam of the pedestal to be re-steered in accordance with the second beam pointing direction so that the main lobe of the pedestal's antenna field pattern covers a second area of an interrogation zone. Additionally or alternatively, the programming instructions further cause the processor to: use camera data to track movement of the person; and cause the read beam to be dynamically steered to follow the person through the interrogation zone. The camera may be embedded into an antenna or the pedestal.
Illustrative System Architecture
Referring now to
The EAS detection system 100 will be positioned at a location adjacent to an entry/exit 104 of a secured facility (e.g., a retail store). The EAS detection system 100 uses specially designed EAS marker tags (“security tags”) which are applied to store merchandise or other items which are stored within a secured facility. Security tags are well known in the art, and therefore will not be described herein in detail. Any known or to be known security tag can be used herein without limitation. The security tags can be deactivated or removed by authorized personnel at the secure facility. For example, in a retail environment, the security tags could be removed by store employees.
When an active security tag 112 is detected by the EAS detection system 100 in an idealized representation of an EAS detection zone (or interrogation zone) 150 near the entry/exit, the EAS detection system will detect the presence of such security tag and will sound an alarm or generate some other suitable EAS response. Accordingly, the EAS detection system 100 is arranged for detecting and preventing the unauthorized removal of articles or products from controlled areas.
The EAS detection system 100 includes a pair of pedestals 102a, 102b, which are located a known distance apart (e.g., at opposing sides of an entry/exit 104). The pedestals 102a, 102b are typically stabilized and supported by a base 106a, 106b. The pedestals 102a, 102b will each generally include one or more antennas that are suitable for aiding in the detection of the special EAS security tags, as described herein. For example, pedestal 102a can include at least one antenna 120a suitable for transmitting or producing an RF exciter signal (or interrogation signal) and receiving response signals generated by active security tags in the EAS detection zone 150. In some scenarios, the same antenna can be used for both receive and transmit functions. Similarly, pedestal 102b can include at least one antenna 120b suitable for transmitting or producing an RF exciter signal (or interrogation signal) and receiving response signals generated by security tags in the EAS detection zone 150.
The antennas provided in pedestals 102a, 102b include, but are not limited to, beam-steering antennas. Beam-steering antennas are well known in the art, and therefore will not be described herein. Any known or to be known beam-steering antenna can be used herein without limitation. In system 100, the direction of the antenna's beam can be changed in a controlled manner based on contextual information about a surrounding environment. The manner in which the antenna's beam direction is controlled will become evident as the discussion progresses.
In some scenarios, a single antenna can be used in each pedestal. The single antenna is selectively coupled to the EAS receiver. The EAS transmitter is operated in a time multiplexed manner. However, it can be advantageous to include two antennas in each pedestal as shown in
The antennas located in the pedestals 102a, 102b are electrically coupled to a system controller 110. The system controller 110 controls the operation of the EAS detection system 100 to perform EAS functions as described herein. The system controller 110 can be located within a base 106a, 106b of one of the pedestals 102a, 102b or can be located within a separate chassis at a location nearby to the pedestals. For example, the system controller 110 can be located in a ceiling just above or adjacent to the pedestals 102a, 102b.
As noted above, the EAS detection system comprises an RFID type EAS detection system. As such, each antenna is used to generate an RFID signal which serves as an interrogation signal. The interrogation signal causes the security tag 112 to generate and transmit an RFID response signal. This RFID response signal is used to indicate a presence of the security tag 112 within the EAS detection zone (or interrogation zone) 150. As noted above, the same antenna contained in a pedestal 102a, 102b can serve as both the transmit antenna and the receive antenna.
Referring now to
The antenna field pattern 300 shown in
The overlapping antenna field patterns 300, 400 in
Referring again to
The area covered by the camera can include areas A, B, C, D or E shown in
Each camera 108a-108h is shown in
One or more of the cameras can be embedded into a respective antenna or pedestal. The camera(s) are controlled and provided power from the RFID reader or system controller 110. 1-wire technology may be employed to provide data, power and RF. In some scenarios, the camera(s) use less than 1 mW continuous and the data rate of the metadata is low enough to be supported by 1-wire technology. So, one or more cameras may be added to a 1-wire bus of system 100 for easy integration with an RFID reader.
The cameras provide an RFID reader or system controller 110 with real-time contextual information about the presence of people/packages/objects, the location of the same, and a direction of travel of the same. In the case that a person is detected by a camera, the camera can also provide real-time contextual information about whether or not the person is carrying any items. The real-time contextual information is then used by the RFID reader or system controller 110 to determine when and where to steer a read beam, and also provide better false positive results on theft detection. For example, read beams can be steered so that main lobes 304, 404 point in the direction of area A as shown in
It should be noted that the two pedestals 102a, 102b can be activated at the same time or in a multiplexed manner. In the multiplexed scenarios, the pedestals 102a, 102b are activated in an alternating manner. For example, at a first time, pedestal 102a is activated and pedestal 102b is deactivated. At a second time, pedestal 102a is deactivated and pedestal 102b is activated.
As shown in
The present solution has many advantages. In this regard, it should be appreciated that the present solution provides an improved (e.g., two to three times better) read rate by concentrating the read beams where people/packages/objects are located and when the same is exiting a facility (e.g., a retail store). No RF or power is used by the pedestals when there are no people/packages/objects moving towards the same. The present solution provides a vastly reduced number of false positives for RFID exiting reads since: an RFID read occurs only when a person/package/object is exiting the facility; RFID reads are ignored when no peson/package/object is exiting the facility; RFID reads are ignored when a peson/package/object is walking past the pedestals in an X direction; RFID reads are ignored when one or more people/packages/objects are entering the facility; and/or monitored door motion is used to tailor read timing and zone coverage. The present solution also facilitates improved reads for inventory by detecting carts and boxes for additional read times. Antennas or readers on opposite sides of the pedestal can look at people blocking other people from attempting to optimize reading from both sides.
Referring now to
The system also includes at least one EAS transceiver 1008, including transmitter circuitry 1010 and receiver circuitry 1012. The transmitter and receiver circuitry are electrically coupled to antenna 302a and the antenna 302b. A suitable multiplexing arrangement can be provided to facilitate both receive and transmit operation using a single antenna (e.g., antenna 302a or 302b). Transmit operations can occur concurrently at antennas 302a, 302b after which receive operations can occur concurrently at each antenna to listen for marker tags which have been excited. Alternatively, transmit operations can be selectively controlled as described herein so that only one antenna is active at a time for transmitting interrogation signals. The antennas 302a, 302b can include an upper and lower antenna similar to those shown and described with respect to
Additional components of the system controller 110 can include a communication interface 1024 configured to facilitate wired and/or wireless communications from the system controller 110 to a remotely located EAS system server. The system controller can also include a real-time clock 1025 which is used for timing purposes, and an alarm 1026 (e.g., an audible alarm, a visual alarm, or both) which can be activated when an active EAS security tag is detected within the EAS detection zone (e.g., zone 150 of
Those skilled in the art will appreciate that the system controller architecture illustrated in
Referring now to
At the RFID reader or system controller, a first beam pointing direction is determined in 1114 based on the content of the metadata. In 1116, a read beam of the pedestal is steered in accordance with the first beam pointing direction so that a main lobe (e.g., main lobe 304 or 404 of
Next in 1118-1122, tag detection operations are performed. The tag detection operations involve: performing operations by a system controller (e.g., system controller 110 of
Upon completing 1122, 1124 is performed where the same or different camera generates second metadata indicating that the person is still in proximity to the pedestal but at a second location which is different from the first location. The second metadata is communicated from the camera to the RFID reader or system controller in 1126. Subsequently, method 1100 continues with 1128 of
As shown in
In some scenarios, the cameras provide blocked sensor alerts as shown by 1138-1144. 1138-1144 involve: detecting by the camera that a person has remained in its FOV for a period of time exceeding a threshold value; providing a notification from the camera to the system controller of the person's dwelling in its FOV; performing operations by the system controller to activate another pedestal with a camera having a FOV in which the person is also present; and performing 1106-1136 for the another pedestal. Subsequently, 1146 is performed where method 1100 ends or other processing is performed.
Although the present solution has been illustrated and described with respect to one or more implementations, equivalent alterations and modifications will occur to others skilled in the art upon the reading and understanding of this specification and the annexed drawings. In addition, while a particular feature of the present solution may have been disclosed with respect to only one of several implementations, such feature may be combined with one or more other features of the other implementations as may be desired and advantageous for any given or particular application. Thus, the breadth and scope of the present solution should not be limited by any of the above described embodiments. Rather, the scope of the present solution should be defined in accordance with the following claims and their equivalents.
This application claims priority to U.S. Provisional Patent Application Ser. No. 62/714,969 entitled “PEDESTAL WITH EMBEDDED CAMERA(S) FOR BEAM STEERING” and filed on Aug. 6, 2018 the contents of which is incorporated herewith in its entirety.
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