Abstract: Device configurations for a machine-learned model. A device analytics system includes an electronic processor configured to determine, for a machine-learned model configured to detect a plurality of features, a prioritization ranking for a plurality of input parameters provided to the machine-learned model and receive, for each device, a confidence value for each feature included in the plurality of features. The electronic processor is configured to determine, for each device included in the plurality of devices, a performance value for each feature included in the plurality of features based on the prioritization ranking for the plurality of input parameters and the confidence value for each feature for the respective device. The electronic processor is configured to select, based on the performance value for each device included in the plurality of devices for a feature, a device configuration for the machine-learned model, and implement the selected device configuration.

Abstract: A method and apparatus for aiding a police officer in writing a report by creating a depiction of an incident scene is provided herein. During operation a drone will photograph an incident scene from above. Relevant objects will be identified and a depiction of the incident scene will be created by overlaying the relevant photographed real world objects onto a map retrieved from storage. The depiction of the incident scene will be made available to police officers to increase the officers' efficiency in report writing. More particularly, officers will no longer need to re-create the depiction of the incident scene by hand. Instead, the officer will be able to use the depiction of the incident scene.

Abstract: A hybrid operation of a license plate recognition (LPR) system and infrastructure monitoring is provided. The system takes advantage of a first mode of operation of the LPR system, by running an infrastructure analytical tool which gathers infrastructure images in parallel with license plate detection. Analytics are applied, via a cloud based analytics engine, to provide detection of infrastructure anomalies, and prediction of potential infrastructure incidents. The system further generates a trigger alert warning of a potential infrastructure incident and recommendation to address the potential infrastructure incident.

Abstract: Selective and protected release of private information/data to an incident response team (for example, public safety personnel) is disclosed. The private data (which pertains to individuals recorded as being within a premises at the time of an incident with respect to which the incident response team is responding to) may take the form of a system-generated log, which may be transferred to a first level of the public safety personnel once authenticated. Based on at least one of role, incident type, and incident severity, the first level of authenticated public safety personnel may release at least a portion of the private data to a second level of authenticated public safety personnel.

Abstract: A method of processing a query to a database from a query source is provided, comprising: receiving the query, the query in a first format supported by the query source; inputting the query into a first neural network; outputting, by the first neural network, the query in a second format, wherein the second format is a format supported by the database; receiving, from the database, a response to the query, the response in the second format; inputting the response to the query into a second neural network; outputting, by the second neural network, the response to the query in the first format; wherein each neural network is trained by inputting a first plurality of pairs of semi-structured data, each pair of semi-structured data comprising a sample query or response in the first format and the sample query or response in the second format.

Abstract: Techniques for converged incident management workflows between private and public safety are provided. A workflow server connected to a network and associated with an enterprise detects that a workflow has been initiated. The workflow includes an action to request a public safety response. A workflow identifier for the workflow that has been initiated is sent to a public safety network. Information associated with the workflow that has been initiated is sent to the public safety network. An indication of capabilities of the public safety response is received. The workflow server creates at least one of a trigger node and an action node associated with the indication of capabilities of the public safety response. At least one existing workflow within the workflow server is modified to include the at least one of the trigger node an action node associated with the indication of capabilities of the public safety response.

Abstract: Systems, methods, and devices disclosed herein can collect digital witness statements (e.g., on a witness's own mobile device), detect when witnesses are accessing electronic resources during preparation of those digital witness statements, elicit input from witnesses to identify the electronic resources accessed, and detect portions of the digital witness statements that may have been influenced by data procured from those electronic resources. Furthermore, the systems, methods, and devices disclosed herein can generate an indication of consistency between content found in the electronic resources and content found in the digital witness statements so that a degree to which the electronic resources influenced the witness statements can be inferred.

Abstract: A device, system and method for controlling autonomous vehicles using a visual notification device. A movement detector is used to detect a user gesture of a user. A controller in communication with the movement detector is used to control a visual notification device to provide a visual indication of the user gesture combined with authentication data stored at a memory, to visually instruct the autonomous vehicle to perform an action associated with the user gesture upon verification of the authentication data.

Abstract: A security ecosystem, device and method for distributing physical resources based on workflow interactions is provided. A computing device determines that a trigger, of a safety-workflow, has occurred, comprising: determining, from distribution-tracking data, that distribution of physical resources in a region meets a suboptimal-distribution condition. In response, the computing device implement a first responsive action, of the safety-workflow, comprising generating an indication of the distribution of the physical resources in the region at an electronic map. The computing device implements an analysis component, of the safety-workflow, comprising: determining whether the distribution of the physical resources meeting the suboptimal-distribution condition meets a predetermined exemption condition.

Abstract: Systems and methods for intelligent interference mitigation for time division multiplexing broadband networks. One example embodiments of a wireless base station includes an electronic processor and a transceiver coupled to the electronic processor. The electronic processor is configured to operate to communicate wirelessly via the transceiver with subscriber units utilizing time division duplexing (TDD) and a first frame configuration, and characterize each of a plurality of sub-frames of the first frame configuration as being either conflicting or non-conflicting. The electronic processor is configured to estimate link conditions for the subscriber units and determine, based on the link conditions, whether the subscriber units are resilient or non-resilient. The electronic processor is configured to assign resilient subscriber units to conflicting sub-frames and non-resilient subscriber units to non-conflicting sub-frames.

Abstract: A device with a microphone and a condensation collection apparatus to prevent migration of condensation to the microphone is provided. The device comprises a microphone; a board having an acoustic port therethrough, the microphone positioned to accept sound through the acoustic port; a moisture-resistant, acoustically transparent membrane over the acoustic port; an outer membrane that receives the sound for the microphone, the outer membrane being non-permeable to at least moisture; and a condensation collection apparatus between the outer membrane and the acoustically transparent membrane. The condensation collection apparatus comprises: an aperture through which the sound from the outer membrane passes; and one or more condensation collection features, at an outer-membrane facing side of the condensation collection apparatus, configured to: collect condensation that migrates from an inner side of the outer membrane; and prevent migration of the condensation, that is collected, through the aperture.

Abstract: A device, system, and method for sharing information of a selected media modality via communication devices is provided. A device determines a type of a community member associated with an incident, the incident further associated with a first responder. The device determines a plurality of media modalities of information associated with the incident. The device selects, from the plurality of media modalities of the information, a media modality of the information based on the type of the community member. The device causes sharing of the media modality of the information with the community member via one or more of a first responder communication device, associated with the first responder, and a community member communication device, associated with the community member.

Abstract: Systems, methods, and computer-readable medium containing instructions for responding to a user-initiated query. One method includes logging data received through an input interface of a communication device, receiving the user-initiated query, and determining a context-based response to the user-initiated query based on the logged data stored in the at least one data base and a probability of a user of the communication device receiving the logged data stored in the at least one data base. The method also includes providing the context-based response in reply to the user-initiated query.

Abstract: A system for prioritizing and resolving inconsistencies in digital evidence. The system includes a database containing a first type of data and a second type of data related to an incident record and an electronic computing device including an electronic processor. The electronic processor is configured to receive the first and second types of data from the database, determine an inconsistency between the first and second types of data, and determine an incident type from the incident record. The electronic processor is also configured to determine whether a priority of the determined inconsistency meets a threshold case impact level. When the priority of the inconsistency meets the threshold case impact level, the electronic processor is configured to take a first notification action and when the priority of the inconsistency does not meet the threshold case impact level, the electronic processor is configured to take a second notification action.

Abstract: A converged device including a first subsystem and a second subsystem, configured to operate in multiple operation modes with varying levels of security. One example provides a method for operating the device. The method includes determining, during a startup sequence of the first subsystem and with a first processor of the first subsystem, a last operation mode for the first subsystem. The method includes determining, responsive to detecting that a SIM is installed in the converged device, a network type for the SIM. The method includes controlling, with the first processor, a first communication interface based on the network type and the last operation mode. The method includes determining, during a startup sequence of the second subsystem and with a second processor of the second subsystem, the last operation mode for the first subsystem and controlling, with the second processor, a second communication interface based on the last operation mode.

Abstract: A multitenant private communication system and a method for providing mobility and access control across tenant boundaries in the multitenant private communication system. The method includes receiving a first connection request from a user device for connection to first network infrastructure of a first tenant and establishing a connection between the user device and a first private sub-network of the first tenant through the first network infrastructure. The method further includes receiving a second connection request from the user device for connection to second network infrastructure of a second tenant of the multitenant private communication system and determining whether the second network infrastructure is a guest network infrastructure of the user device. The method also includes establishing a connection between the user device and the first private sub-network through the second network infrastructure when the second network infrastructure is the guest network infrastructure of the user device.

Abstract: A system for alerting an emergency responder that an emergency has occurred during a video communication between two or more participants, including: a trusted custodian computer system that receives emergency information from (and then generates unique tokens for) the participants of a video communication. A second participant who has witnessed a first participant have an emergency during the video communication transmits the first participant's unique token to a first responder who then transmits the unique token to the trusted custodian computer system. The trusted custodian computer system then determines when the first responder is both capable of and permitted to respond to the emergency, or locates another appropriate first responder that is capable of and permitted to respond to the emergency.

Abstract: A system and method for displaying an image of an object of interest located at an incident scene. The method includes receiving, from the image capture device, a first video stream of the incident scene, and displaying the video stream. The method includes receiving an input indicating a pixel location in the video stream, and detecting the object of interest in the video stream based on the pixel location. The method includes determining an object class, an object identifier, and metadata for the object of interest. The metadata includes the object class, an object location, an incident identifier corresponding to the incident scene, and a time stamp. The method includes receiving an annotation input for the object of interest, and associating the annotation input and the metadata with the object identifier. The method includes storing, in a memory, the object of interest, the annotation input, and the metadata.

Abstract: A converged device with dual RFPA technology for a dynamic switchable mode. One example provides a communication device comprising a RF transmitter system and a controller. The RF transmitter system includes a plurality of RFPAs, each RFPA having a biasing system and outputting an output signal, and a summing junction, wherein the output signal of each RFPA are combined to form an output RF transmitter signal. The controller is configured to control the biasing state of each biasing system to a nominal bias state for a first mode of the communication device. The controller is configured to control a first plurality of offset voltages applied to each biasing system for a second mode of the communication device. The controller is configured to control a second plurality of offset voltages applied to each biasing system for a third mode of the communication device.

Abstract: Techniques for a witness report assistant are provided. At least one camera captures at least one image of an incident scene. The incident scene is a location of an incident. A description is of the incident is received from a witness to the incident. The description of the incident includes a generic reference to an element of the incident scene. The description of the incident scene is transcribed to create a textual description. The element of the incident scene within the at least one image of the incident scene is identified. A specific identifier associated with the element of the incident scene is determined. The textual transcript of the description is supplemented with the specific identifier.