Sensing animal intuition // Show Me Mizzou // University of Missouri

Doctoral student Morgan Miller and Mikaela Adams, manager at the MU Equine Teaching Facility, work together to put the sensor on a horse’s tail.
“I love working out in the field,” Miller said. “Being able to go out is a nice break from being in the lab. A lot of my fellow researchers work in materials science and manufacturing, and they work in clean labs in sterile conditions, while I’m getting dirty and my equipment is getting dusty from being outside. But it’s fun work that I enjoy doing.”
Miller and Associate Professor Jian "Javen" Lin have received an NSF grant to help the team commercialize their equine health data sensors since Miller defended his dissertation.
“Dr. Lin is a fantastic research advisor,” Miller said. “He was willing to take a gamble on me coming out here and doing this research, it’s not really in his field at all. He really trusted me and pushed me to do what I believed we were capable of doing to improve animal welfare.”
“I’m grateful for our partnership with Marci Crosby (pictured right) and Mikaela Adams from the MU Equine Teaching Facility,” Miller said. “Working with them and their horses has enabled us to get a better data sample, and their wealth of knowledge has helped us understand what our data is telling us.”
In one instance, the team observed the horses’ location data showed they stayed within a certain corridor of the field during their entire grazing time, which was out of the ordinary. After consulting with the equine experts, the team hypothesized that the horses may have been staying in the area of the field that the barn blocked from winds.
The MU Equine Teaching facility is located five miles south of the MU campus at South Farm. The facility is a part of the Division of Animal Sciences and is part of the undergraduate education within the College of Agriculture, Food and Natural Resources.
Miller used data from the biosensors to better understand the correlation of behavior and changes in vitals.

Nov. 4, 2024
Contact: Janese Heavin, heavinj@missouri.edu
Photos by Nick Andrusisian

While talking to horses and other animals seems like a far-fetched fantasy, University of Missouri engineers are developing technology that puts us one step closer to that reality.

Doctoral student Morgan Miller and Associate Professor of Mechanical Engineering Jian “Javen” Lin are developing non-invasive sensors that monitor the vital signs of horses both individually and as a group. They’ve also partnered with Mizzou’s Equine Teaching Facility, part of the Division of Animal Sciences, to test the sensors and work with specialists, including Equine Program Director Marci Crosby, to understand what the data they collect can tell equine managers and veterinary professionals.

“This is a new type of technology that can open new opportunities for veterinarians to treat horses,” Lin said. “I believe we, at Mizzou, are the first to use this type of device to study horses’ behavior. It will be interesting to understand animals’ intentions based on their vital signs.”

Miller grew up around horses at his grandparents’ horse farm, Plainview Stables, in Belton, Missouri. When exploring ways to apply biosensors to horses, Miller reached out to faculty in the CAFNR Division of Animal Sciences about partnering with the MU Equine Teaching Facility.

“I was excited to try to help animals that can’t necessarily help themselves,” he said. “We’re trying to expand the field by providing people who work with horses access to more data from which to find more insight into the animals’ wellbeing.”

Improving animal welfare

The team has already seen success from this new technology. In the past four years, they’ve published four papers about the sensors and are working on a fifth one using a third-generation sensor design to identify and predict signs of labor in pregnant horses. The first sensor developed by Lin and Miller was a heart rate monitor deployed on the underside of a horse’s tail. The project served as foundational work for the second-generation sensor that was recently detailed in an Institute of Electrical and Electronics Engineers (IEEE) publication.

“The second-generation sensor uses a networked system,” Lin said. “Multiple sensors are applied to numerous horses to assess the herd’s behavior. The device collects data on the horse’s heart rate, GPS location and acceleration, as well as gyroscopic data to register tail movement.”

Thanks to the partnership with the MU Equine Teaching Facility, the research team would equip four to five horses with the networked sensors during their normal grazing time in the field at Mizzou’s South Farm. They’d then monitor the data to identify changes in vitals and location throughout the day, speaking with researchers at the training facility to understand why the horses behaved as they did.

“We can use this data to look at horses’ environments and make suggestions about how to make them the most comfortable and give them a better quality of life,” Miller said. “We can also use the health data to monitor early disease onset and provide better care for the animals.”

Miller recently wrapped up his doctoral program — he plans to walk at graduation in December — and said he’s enjoyed the challenges that this type of work brings.

“We’ve done human testing with biosensors before, and for the most part, human testing is fairly easy,” he said. “I can tell a person what we need them to do to get results. I can’t explain that to a horse. That’s been a fun challenge to overcome —learning how to adapt my technology to work well with them, because I can’t adapt them to work well with my technology.”

Lin emphasized that even though the team has been focused on working with horses, this type of work has the potential to eventually improve the welfare of other animals, including household pets and endangered species. Their goal is to commercialize the sensors to make them widely available for veterinarians, facility managers and pet parents. Recently, the team has received a National Science Foundation STTR grant to help them achieve the goal.

“We want this research out in the world, creating a better world for all animals,” Lin said. “Working with students like Morgan is what makes my job at Mizzou so fulfilling. Our students bring their own passions to their research and that is the best way to develop something new.”

Story written by Mary Dillon

MU College of Agriculture, Food and Natural Resources | MU College of Engineering