Automatically gathering and processing data relating to risk of patient falls. The data is analyzed to determine a level of risk each patient has for falling. Patient risk for falls is stratified and protocols are implemented to mitigate that risk. The system communicates instructions and alerts to caregivers to complete tasks or provide aid to patients. Updates to patient medical information and updates to best practices in fall risk management result in updates to patient risk stratifications. In turn, tasks and alerts are updated to reflect updates to patient risk stratifications.

Systems and methods are disclosed herein for switching an application executing on an ambulatory medical device to a new application without interrupting therapy provided by the ambulatory medical device to a subject. The ambulatory medical device may receive an indication that an update to an application executing on the ambulatory insulin pump is available, establish a communication connection to a host computing system, download and install the application update, while a prior version of the application continues to run. The disclosed systems and methods can confirm successful installation of the application update on the ambulatory medical device and switch control of the ambulatory medical device from the prior version to the new version of the application without interrupting therapy provided to the subject.

A fugitive gas detection system is provided. The system includes a cloud service, a plurality of reach-based components, a plurality of wireless gas sensors. The reach-based components comprise backhauls and gateways. The wireless gas sensors are acted as nodes to acquire sensor data in a local mesh network and the nodes are connected to the cloud service through the reach-based components, one node can transmit the sensor data to other sensor nodes of the local mesh network. The system measures flammable gas levels with speed, economy and accuracy.

Methods, systems, and apparatuses for managing a wireless network are described herein. A wireless network may include a gateway device, an access point, and a group of client devices. An analytics engine may determine a signal characteristic data for a client device, which may indicate network telemetry data for each of the client devices or associated locations during a time period. The analytics engine may utilize a trained classifier to determine that a signal characteristic indicated by the signal characteristic data for a client device satisfies a threshold.

According to one embodiment, an information processing device includes: a first memory; a first receiver; a first determination section; and a first transmitter. The first memory is configured to store first image data of interior of a vehicle at a first point in time. The first receiver is configured to receive second image data of the interior of the vehicle at a second point of time from the vehicle. The first determination section is configured to determine whether a change has been caused in the interior of the vehicle between the first point in time and the second point in time. The first transmitter is configured to transmit first data based on the determination result.

An image processing apparatus (10) includes an image processing unit and an execution unit. The image processing unit processes a video generated by a surveillance camera (20), and thereby determines whether a person included in the video performs a first gesture. The execution unit executes first processing on a necessary condition that the first gesture is detected. As described above, a plurality of types of the first gestures exist, and the first processing is determined for each of a plurality of types of the first gestures. Then, the execution unit executes the first processing being associated with a type of the detected first gesture.

Systems and methods for dynamic communication and control of devices associated with a premises are disclosed. The systems and methods may include receiving first status information by a device associated with a premises; determining a priority condition based at least on the first status information; transmitting the first status information including a first differentiated services code point indicative of the priority condition; and transmitting second status information including a second differentiated services code point indicative of the normal condition.

Systems and methods for dynamic communication and control of devices associated with a premises are disclosed. The systems and methods may include receiving first status information by a device associated with a premises; determining a priority condition based at least on the first status information; transmitting the first status information including a first differentiated services code point indicative of the priority condition; and transmitting second status information including a second differentiated services code point indicative of the normal condition.

According to one or more embodiments, a mobile testing device for testing at least one premises device in a premises security system is provided. The mobile testing device includes processing circuitry configured to imitate a plurality of characteristics of a predefined animal and cause the mobile testing device to traverse at least a portion of a premises monitored by the premises security system while imitating the plurality of characteristics of the predefined animal.

According to one or more embodiments, a mobile testing device for testing at least one premises device in a premises security system is provided. The mobile testing device includes processing circuitry configured to imitate a plurality of characteristics of a predefined animal and cause the mobile testing device to traverse at least a portion of a premises monitored by the premises security system while imitating the plurality of characteristics of the predefined animal.