Sensing technology could keep seniors safe
Frying pans, pill bottles, yoga mats, coffee cups, and countless other non-electronic objects could be turned into a network of Internet of Things sensors with a new RFID-based technology from the University of Michigan.
The system, called IDAct, bridges the gap between the estimated 14.2 billion ‘smart’ electronic devices that are currently part of the Internet of Things and the hundreds of billions of everyday non-smart objects left out of the picture. The researchers say it’s a key step toward creating a truly immersive IoT experience.
“Imagine a world where your pill bottle keeps track of your medication intake and water glass monitors your hydration level,” said Alanson Sample, an associate professor of electrical engineering and computer science at the University of Michigan and an author on the paper. “Even your yoga mat is aware of your exercises and could adjust lighting, temperature and background music accordingly.”
Imagine a world where your pill bottle keeps track of your medication intake and water glass monitors your hydration level. Even your yoga mat is aware of your exercises and could adjust lighting, temperature and background music accordingly.
The technology could also have applications in elder care, where it could be used to unobtrusively monitor medications and daily activities, helping seniors stay independent longer without the need for expensive and invasive live-in care.
Using RFID readers and battery-free RFID tags that cost only a few cents, IDAct can sense the presence and movement of people in a room and detect the movement of objects with enough detail to determine, for example, whether you’ve moved a pill bottle or cooked a meal. The tags can be attached to nearly any object in the form of a sticker, and RFID readers that can be integrated into everyday objects like light bulbs.
“Given the ubiquity of these objects, there are significant opportunities in enhancing their sensing capabilities and creating interactive applications around them,” said Hanchuan Li, a former graduate researcher in computer science and engineering at the University of Washington and the lead author on the paper.
The technology accurately detected specific activities more than 96 percent of the time in a recent study.
“You could imagine assistive tools that could help the elderly stay in their own homes longer by monitoring their daily activities with this technology,” Sample said. “It could detect changes in eating, sleeping or medication, for example, before the situation deteriorates and they end up in the emergency room.”
A paper detailing the system was presented at the iEEE RFID Conference on April 4, 2019 in Phoenix Arizona.
RFID tags have been used for years to track objects in applications like shipping and theft prevention. The tags absorb just enough electromagnetic energy from the reader’s signal to broadcast a simple, unique code. In the past, the reader simply picked up this code to identify whether the object was present or not—on or off, signal or no signal.
IDAct improves on this by providing a more nuanced reading of the signal from the RFID tags. It can detect minute fluctuations in the signal coming back from tags to detect when an object is moved or whether a person is touching it. It can also detect changes in a room’s electromagnetic field to infer, for example, when a human is present.
“Every object causes electromagnetic interference in a specific way,” Sample said. “We can use that information, along with information from RFID tags, to get a very detailed picture of what’s going on in a given space.”
These improved signals are then analyzed by a machine learning algorithm run by on on-site computer to infer what’s happening in a room. In the testing phase, this processing was done on a laptop, but Sample envisions that eventually, the necessary hardware will be integrated into the RFID reader itself.
The team tested the technology by outfitting a volunteer’s apartment with a series of RFID readers and then tagging household objects with RFID tags. They collected 26 hours of data from each room while users were present, and also collected two hours of data from empty rooms as a control.
The team now plans to look for industry partners that could build out the technology for use in elder care settings.
The Latest on: RFID system
via Google News
The Latest on: RFID system
- RFID Technology Innovations Sues For Infringement Of RFID Scanning Patenton October 7, 2020 at 4:13 pm
Law Street provides accessible, client-focused legal news designed to inform readers and connect lawyers with the legal needs in their field.
- RFID Tag Costs Drop to About 3 Cents with Talkin’ Things Productson October 7, 2020 at 4:09 am
Internet of Things (IoT) technology company Talkin' Things has released an RFID tag priced at between 3 and 4 cents apiece, which it says will be incorporated into fa ...
- Livestock groups comment on RFID transitionon October 6, 2020 at 11:12 am
Several different livestock groups offered mixed reviews regarding the U.S. Department of Agriculture’s (USDA) proposal to transition to Radio Frequency Identification (RFID) as the official eartag ...
- RFID improves precision and efficiency in automobile productionon October 2, 2020 at 12:07 am
Learning Objectives RFID can address some automotive production challenges. Other automation technologies can make RFID more effective.
- Sandoz launches its first RFID-tagged critical injectable medicines with Kit Check to optimize supply chain and automate restocking in US hospitalson October 1, 2020 at 1:28 pm
Sandoz Inc announced today that its first two injectable medicines with Radio Frequency Identification (RFID) tags will be available this month to US hospitals through its collaboration with Kit Check ...
- Kit Check and Sandoz Collaborate to Launch RFID-tagged Generic Injectables in October 2020on October 1, 2020 at 1:13 pm
Kit Check and Sandoz today announced that two RFID-tagged injectable generic Sandoz products will be available in U.S. hospitals in October 2020.
- MPTC, SMC Tollways working to make their RFID stickers compatibleon September 29, 2020 at 5:00 pm
Metro Pacific Tollways Corp. and San Miguel Corp. Tollways have started testing ways to make their radio frequency identification (RFID) stickers compatible with each other’s tollway system, according ...
- Powercast Launches Wirelessly-Powered Temperature Scanning System to Support Businesses' Return to Normalon September 29, 2020 at 5:00 am
PRNewswire/ -- Powercast Corporation, the leader in radio-frequency (RF)-based, over-the-air wireless power technology, today announced the launch of a new wirelessly-powered RFID Temperature Scanning ...
- RFID in Educationon September 27, 2020 at 4:02 am
First, schools can use an RFID asset-management system to tag all valuable school equipment, ranging from computers to microscopes to plexiglass barriers. This allows them to scan the equipment when ...
- RFID Reader Market : Rising Trends with Top Countries Data, Technology and Business Outlook 2020 to 2026on September 24, 2020 at 6:30 pm
RFID Reader Market" is valued at 1981 million USD in 2020 is expected to reach 5227.1 million USD by the end of ...
via Bing News