Abstract: Techniques are described for providing control of a security system. A user is authorized in the security system and user identification inputs, provided through an input unit of a personal mobile device of the authorized user of the security system, are accessed. One or more signatures of the authorized user are defined and stored in a signature map. Subsequently, user identification input is received from an unauthenticated user using the personal mobile device. The user identification input received from the unauthenticated user is compared to one or more defined signatures in the signature map. The unauthenticated user is determined to be the authorized user if the received user identification input matches one of the defined signatures. The unauthenticated user is allowed to control the security system based on the determination that the unauthenticated user is the authorized user.

Abstract: Scene and/or state information may be used to facilitate processing an input to separate one or more signals within the input, to shape the signal within the input, and/or for other processing of the input or signal(s) within the input. A scene determination may be made based upon location data, time data, data describing the received input, or other basis. A state determination may be made based upon the scene determination, properties of a signal itself, or other information such as location, time, etc. By determining an appropriate scene and/or state, processing of an input and/or a signal within an input may proceed in a fashion determined to provide the most valuable information for output. Systems and methods in accordance with the invention may be implemented in a wide variety of baseband processing systems, such as hearing aids and energy consumption monitoring systems.

Abstract: Controller technology, in which data specifying a user preference relating to an environmental parameter for a property is received. Based on data collected by a monitoring system, a location of one or more users within the property is identified. Environmental condition data for the property is accessed, the environmental condition data including environmental condition data for the location of the users within the property and other unoccupied locations within the property. The environmental condition data for the property is analyzed with respect to the preference relating to the environmental parameter for the property. Based on the analysis of the environmental condition data for the property with respect to the preference relating to the environmental parameter for the property, a setting for at least one component of an HVAC system is determined. The at least one component of the HVAC system is controlled according to the determined setting.

Abstract: A computer-implemented method includes receiving a disarm code, comparing, the received disarm code to a stored disarm code, determining that the received disarm code matches the stored disarm code, determining a property access pattern that corresponds to the stored disarm code, that identifies a first group of doors at the property that should be opened, and that identifies a second group of doors at the property that should be closed, providing to each door hinge device on a respective door of the first group, a first instruction to open, providing to each door hinge device on each of the doors of the second group, a second instruction to close, and disarming the monitoring system.

Abstract: In some implementations, a system performs proactive performance tests for an appliance before a time for an operational change in usage of the appliance. Usage data for an appliance associated with a property may be obtained. The obtained usage data indicates past activity of the appliance and present operational status of the appliance. Weather forecast data associated with a location of the property can be obtained. A time for an operational change in usage of the appliance can be predicted based at least on the obtained usage data for the appliance and the obtained weather forecast data. An operation directed to conducting one or more performance tests on the appliance can be performed before the predicted time for the operational change in usage of the appliance. One or more communications related to the one or more performance tests of the appliance can be provided to a client device.

Abstract: Systems and techniques are described for alerting individuals of HVAC system issues in their home. In some implementations, a monitoring system monitors a property that includes sensors located throughout the property and generates sensor data. A monitor control unit receives thermostat data from a thermostat that indicates activity of the HVAC system and temperature history of the property. The monitor control unit applies the thermostat and the sensor data to an HVAC model that is trained using past sensor data, past thermostat data, past errors of the HVAC system. The monitor control unit determines an error of the HVAC system from the HVAC model output. The monitor control unit determines an action for correcting the error of the HVAC system. The monitor control unit provides, for output, data identifying the error of the HVAC system and the action for correcting the error of the HVAC system.

Abstract: A monitoring system that is configured to monitor a property is disclosed. The monitoring system includes a thermal camera that is configured to generate a thermal image of the property. The monitoring system further includes a monitor control unit that is configured to receive, from the thermal camera, the thermal image. The monitor control unit is further configured to, based on the thermal image, determine a temperature of a portion of the property depicted in the thermal image. The monitor control unit is further configured to determine that the temperature of the portion of the property depicted in the thermal image satisfies a temperature threshold. The monitor control unit is further configured to, based on determining that the temperature of the portion of the property depicted in the thermal image satisfies the temperature threshold, select and perform a monitoring system action.

Abstract: Techniques are described for replacing a keypad of an existing security system within a property with a communication-enabled keypad device with dual functioning capabilities as a communicator device and a keypad device. In some implementations, data is received from a security panel of a property. A keypad bus protocol of the security panel is determined based on the data received from the security panel. Sensor data is received from one or more sensors located within the property. A monitoring system command that is not specified within a keypad bus of the security panel is determined based on based on the obtained sensor data. The monitoring system command is converted to a panel command using the keypad bus protocol. The panel command is transmitted on the keypad bus of the security panel.

Abstract: Methods and systems for monitoring multiple sensors over a distributed sensor network to enhance various monitoring operations. In some implementations, an identification of a sensor located in a property and a token that enables the mobile device to obtain data from the sensor are each received by a mobile device from a server. The mobile device is then determined to be within a communication range with the server that is indicated by the identification from the server. In response, data is obtained from the sensor by the mobile device using the token received from the server.

Abstract: Systems, methods, and techniques for detecting the recording activity of a sensor are described. A monitoring system includes a sensor that is configured to generate sensor data, as well as a failsafe circuit that is configured to monitor an electronic signal of the sensor and determine that the sensor is recording. The system can further include a control unit that receives indication from the failsafe circuit that the sensor is recording and, based on determining that the control unit did not request the sensor to record or that the control unit is not aware that the sensor is recording, the system outputs a signal, e.g. to an indicator light, indicating that the sensor is recording.

Abstract: A method includes generating motion data that reflects movement of the tracking device, comparing the motion data to a motion threshold, determining that the motion data satisfies the motion threshold, based on determining that the motion data satisfies a motion threshold, activating the communication device, receiving, by the monitoring system and from the tracking device, the motion data, based on the motion data, determining, by the monitor system, that the tracking device is outside of a threshold distance of a property monitored by the monitoring system, based on determining that the tracking device is outside of the threshold distance of the property, providing, for output by the monitoring system and to the tracking device, an instruction to transmit location data at a particular frequency, and based on the location data, providing, for output by the monitoring system, data indicating a location of the tracking device.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a storage device, for monitoring a vehicle access point. In one aspect, a monitoring system is disclosed that includes a processor and a computer storage media storing instructions that, when executed by the processor, cause the processor to perform operations. The operations may include obtaining, by the monitoring system, monitoring system data that is generated by a first monitoring system component, determining, by the monitoring system and based on the monitoring system data, a current occupancy of a vehicle, determining, by the monitoring system and based on the current occupancy of the vehicle, whether a vehicle access point is to be monitored, and in response to determining, by the monitoring system and based on the current occupancy of the vehicle, that the vehicle is not occupied by a human occupant, using one or more second monitoring system components to monitor the vehicle access point.

Abstract: A method includes, receiving a biometric identifier from a visitor to the property, determining an arrival time of the visitor based on receiving the biometric identifier, comparing the arrival time of the visitor to an expected arrival time of an expected visitor, based on comparing the arrival time of the visitor to an expected arrival time, transmitting the biometric identifier and data identifying the expected visitor, receiving, by the monitoring system and from the external server, (i) data indicating that the biometric identifier corresponds to the expected visitor and (ii) data indicating that an electronic device of the expected visitor is located at the property, and based on (i) the data indicating that the biometric identifier corresponds to the expected visitor and (ii) the data indicating that the electronic device of the expected visitor is located at the property, granting, by the monitoring system, the visitor access to the property.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for a distracted driver detection and alert system. In one aspect, a system includes a sensor that is located at the property and that is configured to generate sensor data that reflects an attribute of the property, and a monitor control unit that is configured to receive, from a traffic monitoring device, traffic monitoring data that reflects movement of a vehicle, classify, a driver of a vehicle as a distracted driver, determine that the vehicle is associated with the property and in response, determine, based on the sensor data and the traffic monitoring data, a likely identity of the driver, based on determining the likely identity of the driver, determine a classification of the driver, based on the classification of the driver, generate an alert, and provide, for output, the alert.

Abstract: A monitoring system includes one or more sensors, one or more connected electronic, and a monitor control unit that is configured to receive sensor data from the one or more sensors, determine usage data that reflects a level of usage of the one or more connected electronic devices, receive occupancy data that reflects an occupancy level of the property, train a predictive model that is configured to determine a likely occupancy level of the property, receive, at a current time and from the one or more sensors, current sensor data, determine, at the current time, current usage data that reflects a current level of usage of the one or more connected electronic devices, apply the current usage data and the current sensor data to the predictive model, determine a likely current occupancy level of the property, determine that the likely current occupancy level of the property is unexpected, and perform an action.

Abstract: Techniques are described for using sensor-based objection recognition and property condition monitoring techniques to automate and improve methods of navigating a property during a property tour. In some implementations, sensor data is received from one or more sensors that are located within a property. Property data that identifies characteristics of the property is received. A model of the property is generated. Authentication data that identifies users who are authorized to access the property is received. Data identifying a visiting user is received. The data identifying the visiting user is compared to the authentication data. The visiting user is determined to be authorized to access the property. Preference data that indicates preferences of the visiting user is accessed. A path to guide the user around the property is generated based on the model of the property and the preferences of the visiting user.

Abstract: In some implementations, a system can be used to selectively transmit bandwidth-intensive data over a cellular network based on dynamically determining resource availability over the cellular network. Monitoring system data to be transmitted to a remote server can initially be obtained by a component of a monitoring system. One or more network performance tests may be performed on a carrier network associated with the monitoring system. One or more network performance parameters can be computed based on results of the one or more network performance tests. The one or more network performance parameters can then be evaluated in relation to transmission requirements associated with the monitoring system data. A particular transmission strategy to use in transmitting the monitoring system data to the remote server can then be selected from among multiple transmission strategies. The monitoring system data is then transmitted to the server in accordance with the particular transmission strategy.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a storage device, for triggering an alarm during a sensor jamming attack. In one aspect, a monitoring system sensor unit is disclosed that includes a sensor, a communication unit configured to communicate with a monitoring system using a range of frequencies, and a jamming detection unit. The jamming detection unit may include a processor and a computer storage media storing instructions that, when executed by the processor, cause the processor to perform operations. The operations include detecting a sensor jamming event, selecting a different form of communication other than the range of radio frequencies for the communication unit to communicate with the monitoring system, and providing, to the communication unit, an instruction to communicate with the monitoring system using the form of communication, wherein the communication unit may communicate, to the monitoring system using the form of communication, the sensor data.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a storage device, for securing device data in response to an event. A method includes receiving an instruction to initiate execution of a user device data protection protocol after a determination by a monitoring unit that an event has occurred at a property, determining whether the user device is located at the property, and in response to a determination that the user device is located at the first location, displaying a prompt that asks if the user device data protection protocol should be canceled. The method also include actions of determining whether user feedback responsive to the prompt has been received by the user device within a predetermined amount of time, and in response to a determination that the predetermined amount of has expired without receiving user feedback, performing one or more data protection operations to protect user device data.

Abstract: Fall detection and reporting technology, in which output from at least one sensor configured to sense, in a room of a building, activity associated with a patient falling is monitored and a determination is made to capture one or more images of the room based on the monitoring. An image of the room is captured with a camera positioned to include the patient within a field of view of the camera and the captured image of the room is analyzed to detect a state of the patient at a time of capturing the image. A potential fall event for the patient is determined based on the detected state of the patient and a message indicating the potential fall event for the patient is sent based on the determination of the potential fall event for the patient. Techniques are also described for fall detection and reporting using an on-body sensing device.