Benignly tracking someone’s activity levels using radar and a Raspberry Pi could give families peace of mind. This #MakerMonday, we’re sharing a project from Raspberry Pi Official Magazine with heart: the Supersense SenS2 dementia aid.
Many readers will recognise the dilemma of an ageing parent or family member who is determined to stay in their own home, maintain their independence, and not be a burden to others. Cost, convenience, and quality of life for them and those providing care is a difficult balance all round. Cambridge startup Supersense’s Matt Ash and James Brown have direct experience with this precise scenario and used their knowledge to create a Raspberry Pi–controlled hub to support the families of those living with dementia.
SenS2 uses radar to check unobtrusively for routine activity. It features several different sensors and uses machine learning to plot the person’s usual routines and flag up deviations that may signal something’s wrong. Crucially, it also sends daily messages to confirm that all seems well, so contact from the service becomes second nature.
The Supersense SenS2 hub uses radar to detect a dementia patient’s movements at home; sensors on Raspberry Pi 4 monitor light, heat, and humidity Sensitive subject
Medical experts and families recognise that patients with dementia should ideally continue to live in their own homes and be in familiar environments for as long as possible. Three quarters of GPs report that those who do tend to lead longer, more enriched lives, prompting calls for technology to identify issues that might crop up.
The Supersense team’s own experiences showed that family members living some distance away often understand the problems their loved ones face, but need to be forewarned of emerging issues. “With dementia, it’s difficult for people to explain the problems they are having day to day, because they either forget or they just can’t find the words,” suggests Matt, recalling his and his siblings’ experience of caring for their mum.
Opening the case reveals the SenS2’s internal electronics, including a Raspberry Pi 4
“It wasn’t quite clear what was wrong if she was sounding anxious, because she just couldn’t explain herself.” Visiting could often involve a kind of detective work to discern the underlying problem, since their mother could not articulate what was wrong. Supersense set about using technology to help families in that situation, “giving family carers a bit more information about how their loved ones are doing when they can’t be there, but also guidance on how their loved one is progressing in terms of their symptoms and what they can do about it.”
Matt observes that “people with dementia struggle with wearable technology”, and with adapting to new technology. This Raspberry Pi 4–based radar hub can recognise movement through two or three walls of a home and monitors temperature levels to ascertain whether the heating has come on. “It just sits in the living room and quietly collects information about their loved ones and their pattern of life. Are they up and about in the morning, have they had a bad night’s sleep?”
Less intrusion
Using radar is considered to be less intrusive than having cameras or motion sensors placed strategically around the home. “The person moving just looks like a block moving around,” says Matt. “You can’t see what they’re wearing or what they’re watching on TV. It really respects the privacy of the individual.” SenS2 does not directly act as a fall detection device, but it will send out a WhatsApp to the family if movement is not detected for a while or is out of character.
Logging into the Supersense dashboard shows useful activity trends over weeks and months
James says feedback from families affected by dementia has shaped both what the system does and how it works, “from avoiding the need for wearables or cameras to testing ideas quickly in real homes”. Building SenS2 around Raspberry Pi 4 has been “a big help in making that possible, [letting] us move fast, learn from real situations, and build something that can flex as we go”, and that provides “simple, helpful updates for families”.
Reassuring presence
Supersense builds a model of the individual’s pattern of life and how it’s changing over time. For those who like graphs and data, there’s a dashboard showing longer-term trends that reveal changing daily patterns such as spending less time in the kitchen or sleeping more this month than last. Increased restlessness at night could prompt the family to take the individual out more during the day to help regulate diurnal patterns.
Families on the pilot scheme found that the SenS2 hub was a reassuring presence
The simplicity of using a family and carer WhatsApp chat for updates, rather than yet another app, has proven popular with early testers who were given demos in carer cafes. “You don’t need the latest smartphone. You don’t need to download anything. You can just use WhatsApp and use natural language.” Most people just want a thumbs-up emoji to say everything’s normal.
Quick FACTS
- WhatsApp messages and emails provide daily updates — most reassure family members that the dementia patient is up and about as usual
- Trends over time identify longer sleep patterns or reduced activity (changing patterns may suggest the disease is progressing or more help is needed)
- Supersense intends to add extra sensors based on trial feedback
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Source: https://www.raspberrypi.com/news/supers ... entia-aid/