17840419. MULTILAYERED DETERMINATION OF HEALTH EVENTS USING RESOURCE-CONSTRAINED PLATFORMS simplified abstract (SAMSUNG ELECTRONICS CO., LTD.)

MULTILAYERED DETERMINATION OF HEALTH EVENTS USING RESOURCE-CONSTRAINED PLATFORMS

Organization Name

SAMSUNG ELECTRONICS CO., LTD.

Inventor(s)

Ebrahim Nematihosseinabadi of San Jose CA (US)

Shibo Zhang of Evanston IL (US)

Tousif Ahmed of San Jose CA (US)

Md Mahbubur Rahman of San Jose CA (US)

Anh Minh Dinh of San Francisco CA (US)

Nathan Robert Folkman of San Francisco CA (US)

Sean Bornheimer of San Francisco CA (US)

Jun Gao of Menlo Park CA (US)

Jilong Kuang of San Jose CA (US)

MULTILAYERED DETERMINATION OF HEALTH EVENTS USING RESOURCE-CONSTRAINED PLATFORMS - A simplified explanation of the abstract

This abstract first appeared for US patent application 17840419 titled 'MULTILAYERED DETERMINATION OF HEALTH EVENTS USING RESOURCE-CONSTRAINED PLATFORMS

Simplified Explanation

The patent application describes a method for detecting and identifying a specific health event in real-time using motion and audio signals. Here are the key points:

• The technology detects potential occurrences of a predetermined health event by analyzing the motion signals of a user.
• It determines the likelihood that the potential occurrence is an actual occurrence of the health event by comparing the motion signals to predefined templates.
• If the likelihood exceeds a certain threshold, the technology processes audio signals that coincide with the user's motion using a multilayered audio event classifier.
• The audio signals are analyzed to further confirm the occurrence of the health event.

Potential applications of this technology:

• Remote health monitoring: The system can be used to remotely monitor individuals for specific health events, such as seizures or falls, by analyzing their motion and audio signals.
• Elderly care: It can be employed in care facilities or homes to detect and respond to health events in elderly individuals, providing timely assistance.
• Sports performance monitoring: Athletes can use the technology to detect potential injuries or health issues during training or competitions, allowing for immediate intervention.

Problems solved by this technology:

• Early detection: The system enables the early detection of predetermined health events by continuously monitoring motion and audio signals, providing timely intervention.
• Real-time processing: By processing signals in real-time, the technology allows for immediate response and assistance when a health event is detected.
• Remote monitoring: The system enables remote monitoring of individuals, reducing the need for constant physical presence and providing a cost-effective solution.

Benefits of this technology:

• Improved safety: The technology enhances safety by detecting and responding to health events promptly, reducing the risk of further complications or injuries.
• Enhanced independence: Individuals can maintain their independence while being monitored, as the system can provide assistance when needed without constant human supervision.
• Cost-effective: Remote monitoring and early detection can lead to cost savings in healthcare, as it reduces the need for frequent hospital visits or constant in-person care.

Original Abstract Submitted

Detecting and identifying a predetermined health event can include detecting a potential occurrence of the predetermined health event for a user by processing in real-time motion signals corresponding to motion of the user. A likelihood that the potential occurrence is an actual occurrence of the predetermined health event can be determined based on template matching of the motion signals. In response to determining that the likelihood exceeds a predetermined threshold, audio signals coinciding in time with the motion of the user can be processed using one or more layers of a multilayered audio event classifier.