SafeAccess+: An Intelligent System to make Smart Home Safer and Americans with Disability Act Compliant

09/14/2021
by   Shahinur Alam, et al.
0

Smart homes are becoming ubiquitous, but they are not Americans with Disability Act (ADA) compliant. Smart homes equipped with ADA compliant appliances and services are critical for people with disabilities (i.e., visual impairments and limited mobility) to improve independence, safety, and quality of life. Despite all advancements in smart home technologies, some fundamental design and implementation issues remain. For example, people with disabilities often feel insecure to respond when someone knocks on the door or rings the doorbell. In this paper, we present an intelligent system called "SafeAccess+" to build safer and ADA compliant premises (e.g. smart homes, offices). The key functionalities of the SafeAccess+ are: 1) Monitoring the inside/outside of premises and identifying incoming people; 2) Providing users relevant information to assess incoming threats (e.g., burglary, robbery) and ongoing crimes 3) Allowing users to grant safe access to homes for friends/family members. We have addressed several technical and research challenges: - developing models to detect and recognize person/activity, generating image descriptions, designing ADA compliant end-end system. In addition, we have designed a prototype smart door showcasing the proof-of-concept. The premises are expected to be equipped with cameras placed in strategic locations that facilitate monitoring the premise 24/7 to identify incoming persons and to generate image descriptions. The system generates a pre-structured message from the image description to assess incoming threats and immediately notify the users. The completeness and generalization of models have been ensured through a rigorous quantitative evaluation. The users' satisfaction and reliability of the system has been measured using PYTHEIA scale and was rated excellent (Internal Consistency-Cronbach's alpha is 0.784, Test-retest reliability is 0.939 )

READ FULL TEXT

Authors

06/10/2020

Toward Building Safer Smart Homes for the People with Disabilities

Situational awareness is a critical foundation for the protection of hum...
09/24/2021

Privacy-Preserving Social Distancing Bracelet

This demo presents a functional Proof-of-Concept prototype of a smart br...
04/02/2019

SafeAccess: Towards a Dialogue Enabled Access to the Smart Home for the Friends and Families

SafeAccess is an interactive assistive technology solution to enhance th...
08/06/2021

When Googling it doesn't work: The challenge of finding security advice for smart home devices

As users increasingly introduce Internet-connected devices into their ho...
02/13/2021

GPSPiChain-Blockchain based Self-Contained Family Security System in Smart Home

With advancements in technology, personal computing devices are better a...
06/29/2021

Framework for an Intelligent Affect Aware Smart Home Environment for Elderly People

The population of elderly people has been increasing at a rapid rate ove...
09/28/2021

Intelligence Complements from the Built Environment: A review of Smart Building Technologies for Cognitively Declined Occupants

Traditionally, caregivers, whether formal or informal, have taken the re...
This week in AI

Get the week's most popular data science and artificial intelligence research sent straight to your inbox every Saturday.