Abstract: Systems and methods for machine learning inventory management. The methods comprise: capturing images by a plurality of image capture devices of different types (e.g., visual camera, 3D camera and/or thermal camera); reading item identification codes for items represented in the images; and using at least a first portion of the images and known physical appearances of a plurality of items by a machine learning algorithm to learn relationships between the items represented in the images and the item identification codes. At least a second portion of the images are used to learn various types of information that is useful for inventory management (e.g., changes in inventory amounts for display equipment, changes in equipment cleanliness, changes in inventory packaging, item misplacements, etc.).

Abstract: Systems and methods for determining an inventory. The methods comprise: placing an RFID tag in a first operational mode in which at least one communication operation or device of the RFID tag is disabled or bypassed; performing first operations by the RFID tag to determine when it is time to begin communications in accordance with the time slotted communications scheme; transitioning an operational mode of the RFID tag from the first operational mode to a second operational mode in which the communication operation(s) or device of the RFID tag is enabled or no longer bypassed, in response to a determination that it is time for the RFID tag to begin communications; and transitioning the operational mode of the RFID tag back into the first operational mode when the RFID tag's communications with a remote tag reader for inventory determination purposes are complete or a time slot has expired.

Abstract: A method for detecting an event in or around a building. The method includes recording a baseline signal characteristic that characterizes a wireless signal transmitted between devices in or around the building during a baseline time period and recording a second signal characteristic that characterizes the wireless signal during a second time period after the baseline time period. An event in or around the building is detected in response to a determination that the second signal characteristic is abnormal relative to the baseline signal characteristic, the event degrading the wireless signal during the second time period. An alarm is triggered in response to detecting the event.

Abstract: Systems and methods for operating a tag reader. The methods comprise: performing tag read operations by the tag reader to read tags; processing first information received from the read tags to identify which tags are newly detected tags; adding entries for the newly detected tags in a local list stored in a local memory of the tag reader; communicating second information at least identifying the newly detected tags from the tag reader to a remote computing device; receiving, by the tag reader, feedback information generated by the remote computing device which specifies at least a count of entries added to a remote list stored in a remote datastore based on the second information; and selectively outputting a notification from the tag reader based on the value of the count.

Abstract: A method for detecting an event in or around a building. The method includes recording a baseline signal characteristic that characterizes a wireless signal transmitted between devices in or around the building during a baseline time period and recording a second signal characteristic that characterizes the wireless signal during a second time period after the baseline time period. An event in or around the building is detected in response to a determination that the second signal characteristic is abnormal relative to the baseline signal characteristic, the event degrading the wireless signal during the second time period. An alarm is triggered in response to detecting the event.

Abstract: Systems and methods for determining a tag's position in a given area. The methods comprise: performing, by a tag reader, a standard inventory process to obtain a unique identification code for a first tag in a randomly selected timeslot; assigning, by the tag reader, a local short address to the first tag that is shorter than the unique identification code; wirelessly communicating the local short address from the tag reader to the first tag; performing, by the tag reader, an enhanced inventory process to receive a ping command response signal including the local short address from the first tag in an assigned timeslot; and determining a first position of the first tag in the given area based on the phase of the ping command response signal.

Abstract: Systems and methods for operating a Unified Security Device (“USD”). The methods comprise: receiving an Electronic Article Surveillance (“EAS”) interrogation signal with an antenna of the USD; processing the EAS interrogation signal using a processor unit of the USD; using the processor unit to generate an EAS response signal that emulates a response signal produced by an Acousto-Magnetic (AM) type of EAS security tag, in response to the EAS interrogation signal; and communicating the EAS response signal from the USD.

Abstract: Systems and methods for managing a tag. The methods comprise: placing the tag in a first operational mode in which an internal component (“IC”) necessary to facilitate communication between the tag and a tag reader (“TR”) are intentionally disabled; storing in the tag's data store a schedule specifying a scheduled time during which the tag is permitted to communicate with TR; selectively enabling IC at the scheduled time to permit the tag to communicate with TR; performing monitoring operations at the tag to determine when a predetermined condition has been detected; and causing the tag to autonomously perform an alerting function when the predetermined condition has been detected. The alerting function comprises (a) enabling a receiver of the tag to communicate with TR at an unscheduled time, and/or (b) activating an alert by enabling a hardware alerting component provided on the tag.

Abstract: A gateway system is used to establish secure connections between building management system control panels and connected services system servers. This enables status monitoring of the panels and maintenance of the panels and the building management systems.

Abstract: A method for detecting an event in or around a building. The method includes recording a baseline signal characteristic that characterizes a wireless signal transmitted between devices in or around the building during a baseline time period and recording a second signal characteristic that characterizes the wireless signal during a second time period after the baseline time period. An event in or around the building is detected in response to a determination that the second signal characteristic is abnormal relative to the baseline signal characteristic, the event degrading the wireless signal during the second time period. An alarm is triggered in response to detecting the event.

Abstract: A wireless infrastructure component for integration with a building fire system includes a first mounting interface and a wireless communications interface. The first mounting interface is configured to physically couple to a mounting surface and includes a first power connector that is configured to receive power from the building fire system. The wireless communications interface is electrically coupled to the first power connector and is configured to use the power from the building fire system in order to conduct wireless communications with one or more wireless devices.

Abstract: Systems and methods for operating a pedestal of an Electronic Article Surveillance (“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 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 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.

Abstract: Systems and methods for determining an inventory. The methods comprise: placing an RFID tag in a first operational mode in which at least one communication operation or device of the RFID tag is disabled or bypassed; performing first operations by the RFID tag to determine when it is time to begin communications in accordance with the time slotted communications scheme; transitioning an operational mode of the RFID tag from the first operational mode to a second operational mode in which the communication operation(s) or device of the RFID tag is enabled or no longer bypassed, in response to a determination that it is time for the RFID tag to begin communications; and transitioning the operational mode of the RFID tag back into the first operational mode when the RFID tag's communications with a remote tag reader for inventory determination purposes are complete or a time slot has expired.

Abstract: Systems and methods for operating a tag. The method comprising: causing motion of a spherical permanent magnet which is disposed and freely movable in a three dimensional internal space of a non-magnetic hollow sphere located within the tag; using the spherical permanent magnet's motion to cause a change in a magnetic flux in a wire wrapped around at least a portion of the non-magnetic hollow sphere, where the change in the magnetic flux induces a current in the wire; and supplying the current to at least one device of the tag's internal electronic devices that is configured to facilitate at least one of an inventory count and an inventory security.

Abstract: A fire detection and suppression system includes a wireless mesh network and a controller. The wireless mesh network includes of a plurality of wireless mesh nodes distributed throughout the building. The wireless mesh nodes transmit and receive wireless signals during a baseline time period and record a baseline set of signal characteristics and transmit and receive the wireless signals during a second time period after the baseline time period and record a second set of signal characteristics. The controller is configured to determine that the second set of signal characteristics are abnormal relative to the baseline set of signal characteristics as a result of a fire within the building degrading the wireless signals during the second time period. A fire is detected by the controller based on these signals and corrective action is initiated in response to detecting the fire within the building.

Abstract: Systems and methods for operating an Unmanned Mobile Machine (“UMM”). The methods comprise: detecting, by a Loss Prevention System (“LPS”), an unusual activity by at least one individual in a facility; communicating a signal from the loss prevention system to the UMM, in response to the detection of the unusual activity; transitioning an operational state of the UMM from a first state in which at least mitigation operations are disabled to a second state in which the mitigation operations are enabled, in response to the signal's reception at the UMM; and performing the mitigation operations by the UMM to visibly follow an individual associated with the unusual activity.

Abstract: Systems and methods for determining a tag's position in a given area. The methods comprise: performing, by a tag reader, a standard inventory process to obtain a unique identification code for a first tag in a randomly selected timeslot; assigning, by the tag reader, a local short address to the first tag that is shorter than the unique identification code; wirelessly communicating the local short address from the tag reader to the first tag; performing, by the tag reader, an enhanced inventory process to receive a ping command response signal including the local short address from the first tag in an assigned timeslot; and determining a first position of the first tag in the given area based on the phase of the ping command response signal.

Abstract: Systems and methods for self-checkout using an RFID tag. The methods comprise: detecting motion of the RFID tag using a motion sensor local to the RFID tag; enabling at least one communication operation of the RFID tag in response to the detection of the RFID tag's motion; performing operations by the RFID tag to communicate first information to an enterprise system; using the first information by the enterprise system to associate the RFID tag with an individual of a plurality of individuals present in a given facility; and dynamically changing displayed content of a display device to include information about an object to which the RFID tag is coupled, the display device being in proximity to the individual, in the possession of the individual or being worn by the individual.

Abstract: Systems and methods for managing a tag. The methods comprise: placing the tag in a first operational mode in which an internal component (“IC”) necessary to facilitate communication between the tag and a tag reader (“TR”) are intentionally disabled; storing in the tag's data store a schedule specifying a scheduled time during which the tag is permitted to communicate with TR; selectively enabling IC at the scheduled time to permit the tag to communicate with TR; performing monitoring operations at the tag to determine when a predetermined condition has been detected; and causing the tag to autonomously perform an alerting function when the predetermined condition has been detected. The alerting function comprises (a) enabling a receiver of the tag to communicate with TR at an unscheduled time, and/or (b) activating an alert by enabling a hardware alerting component provided on the tag.

Abstract: Systems and methods for operating a security tag. The methods involve: receiving, by the security tag, an authorization code comprising a security tag identifier signed using a cryptographic key of a plurality of cryptographic keys that are respectively assigned to a plurality of security tags; performing operations by the security tag to verify a signature of the authorization code; and performing detach operations or deactivation operations by the security tag, responsive to the signature's verification. The detach operations cause a mechanical detachment of the security tag from an item. The deactivation operations cause a disablement of a response by the security tag to an interrogation signal from a Radio Frequency Identification (“RFID”) system or an Electronic Article Surveillance (“EAS”) system.