Artificial Intelligence of Things (AIoT) Enabled Floor Monitoring System for Smart Home Applications
mediaposted on 01.11.2021, 15:13 authored by Qiongfeng Shi, Zixuan Zhang, Yanqin Yang, Xuechuan Shan, Budiman Salam, Chengkuo Lee
To enable smart homes and relative applications, the floor monitoring system with embedded triboelectric sensors has been proven as an effective paradigm to capture the ample sensory information from our daily activities, without the camera-associated privacy concerns. Yet the inherent limitations of triboelectric sensors such as high susceptibility to humidity and long-term stability remain a great challenge to develop a reliable floor monitoring system. Here we develop a robust and smart floor monitoring system through the synergistic integration of highly reliable triboelectric coding mats and deep-learning-assisted data analytics. Two quaternary coding electrodes are configured, and their outputs are normalized with respect to a reference electrode, leading to highly stable detection that is not affected by the ambient parameters and operation manners. Besides, due to the universal electrode pattern design, all the floor mats can be screen-printed with only one mask, rendering higher facileness and cost-effectiveness. Then a distinctive coding can be implemented to each floor mat through external wiring, which permits the parallel-array connection to minimize the output terminals and system complexity. Further integrating with deep-learning-assisted data analytics, a smart floor monitoring system is realized for various smart home monitoring and interactions, including position/trajectory tracking, identity recognition, and automatic controls. Hence, the developed low-cost, large-area, reliable, and smart floor monitoring system shows a promising advancement of floor sensing technology in smart home applications.
Read the peer-reviewed publication
term stability remainrendering higher facilenesshighly stable detectionenable smart homesassociated privacy concernsassisted data analyticsample sensory informationsmart home applicationsfloor sensing technologyfloor monitoring systemembedded triboelectric sensorstriboelectric sensorssystem complexityrelative applicationsfloor matsfloor mattrajectory trackingsynergistic integrationreference electrodepromising advancementoutput terminalsoperation mannersone maskinherent limitationsincluding positionidentity recognitionhigh susceptibilitygreat challengeexternal wiringeffective paradigmdistinctive codingdeveloped lowdaily activitiesautomatic controlsartificial intelligencearray connectionambient parameters