Audio Feedback Wearable for Real-Time Adverse Behavior Prediction
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Solution Overview
Problem
Law enforcement and other professionals face limitations in real-time monitoring of body language and behaviors, often missing adverse behaviors during activities like traffic stops or security checks due to reliance on their own perceptions, which can lead to misinterpretation and missed warnings.
Innovation Solution
A system and method utilizing three-dimensional image streams from multiple image capture devices to detect and predict adverse behaviors, providing audio feedback to supervising users with a percentage probability of the behavior being adverse, enabling timely alerts and improved situational awareness.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Speed
If law enforcement agents rely on their own perceptions of body language and behaviors during traffic stops and interrogations, then they can respond quickly in the moment, but they may misinterpret behaviors and miss adverse behaviors such as concealed weapons
Solution Approach 1:
The patent introduces an audio feedback output device as an intermediary between the monitored environment and the supervising user. The device receives warning signals from behavior analysis and provides real-time audio alerts about predicted adverse behaviors, enabling the supervising user to detect behaviors they might otherwise miss while maintaining quick response capability
Solution Approach 2:
The system implements feedback by continuously monitoring behaviors, predicting adverse actions, and providing real-time warning signals to the supervising user through audio output devices. This closed-loop feedback enables the supervising user to adjust their monitoring and response based on predicted adverse behaviors
2Reliability
If supervising users monitor environments manually without assistance, then they maintain full situational awareness, but they are limited to their own perceptions and may miss adverse behaviors
Solution Approach 1:
The audio feedback output device serves as an intermediary that supplements the supervising user's natural monitoring capabilities. It provides additional information about predicted adverse behaviors without replacing the user's situational awareness, thereby reducing information loss while maintaining reliable monitoring
Solution Approach 2:
The patent replaces the purely human perceptual system with an augmented system that combines human monitoring with automated behavior analysis and audio feedback. This substitution enhances reliability by providing objective behavior predictions while preserving the supervising user's role in maintaining situational awareness
3Loss of information
If the system provides detailed audio feedback about predicted adverse behaviors, then the supervising user receives comprehensive warnings, but the system complexity increases
Solution Approach 1:
The patent extracts only the critical information needed for adverse behavior detection and presents it through audio feedback. By taking out only the essential warning signals about predicted adverse behaviors rather than processing and displaying all possible data, the system reduces complexity while preventing information loss
Solution Approach 2:
The system replaces complex visual or manual analysis systems with a simpler audio feedback mechanism. This substitution reduces device complexity by using a straightforward audio output channel rather than complex display or communication systems, while still providing comprehensive adverse behavior information
Data Source
AI summary
One or more audio feedback output devices receive warning signals for controlling types of audio output by the audio output devices, the warning signals representing that a predicted behavior of a monitored user represents a particular behavior that is potentially adverse and a percentage probability that the predicted behavior is adverse, the monitored user detected within a particular environment monitored by a supervising user, audio feedback output devices worn by the supervising user. The audio feedback output devices operative to control the types of audio outputs of the audio output devices that are detectable by the supervising user wearing the audio feedback output devices according to the warning signals to specifically alert the supervising user that the predicted behavior of the monitored user represents the particular behavior that is potentially adverse and the percentage probability that the predicted behavior is adverse.


