Underwater GPS Inspired by Shrimp Eyes
Cameras that see light polarization patterns can provide a GPS substitute under the sea
A diving trip to the Great Barrier Reef may have unlocked a new way to build a GPS-like sensor that works underwater. The device is based on recent scientific understanding of how marine animals sense their geolocation based on the signature polarization patterns of light entering the water.
A few years ago, U.S. and Australian researchers developed a special camera inspired by the eyes of mantis shrimp that can see the polarization patterns of light waves, which resemble those in a rope being waved up and down. That means the bio-inspired camera can detect how light polarization patterns change once the light enters the water and gets deflected or scattered.
Those researchers now realize that they can use those underwater polarization patterns to deduce the sun’s position—and use that to figure out the location of the camera itself.
Current limitations in the cameras and software mean that the underwater GPS method is only accurate to within about 60 kilometers (km). That seems like a huge error range, but it’s still fairly remarkable considering the size of the Earth’s oceans, which each cover tens of millions of square kilometers. The research is detailed in the 4 April 2018 issue of the journal
“We can improve this method by using better cameras and developing new machine learning algorithms to refine the position estimates,” said
, an electrical and computer engineer at the University of Illinois at Urbana-
Champaign. “I believe in a very short time, we will have accuracy of less than 1 km.”
Traditional GPS technology based on radio signals from satellites cannot work under the sea, because radio signals do not travel well underwater. By comparison, Gruev and his colleagues demonstrated how the light polarization method for underwater geolocation can work at depths of as much as 50 meters below the surface.
Their results were especially unexpected because many marine biologists have generally believed that light traveling through water is polarized only from a horizontal viewing direction. That would make it extremely difficult to get useful geolocation information from analyzing the sunlight filtering down through the ocean depths.
But biologists also know that many marine animals, like many terrestrial animals or birds, seem to have polarization-sensitive eyes that can be used to hunt or navigate underwater.
Gruev points out that earlier conclusions about polarization patterns were based in large part upon incomplete measurements and incomplete mathematical models of the underwater environment. The camera has shown that polarization patterns in light from the sun can be detected and measured from many different angles.
During a diving field trip to the Great Barrier Reef, Gruev and his colleagues noticed that the background polarization patterns seemed to be changing in the underwater environment depending on the time of day and viewing direction.
Once Gruev got back to the lab and began analyzing the polarization patterns with Samuel Powell, now a postdoctoral researcher at the Brain Institute of the University of Queensland in Australia, the researchers realized that those patterns changed depending on the sun’s position in the sky.
The discovery led the researchers to conduct similar underwater tests at several different locations around the world over four years. They also tested the method under different weather conditions and at different depths.
“What we postulate is that underwater navigation is possible in marine animals even when they don’t see they sky because the background water is polarized,” Gruev said. “This is fundamentally very different than what marine biologists have considered so far.”
Beyond the bio-inspired camera, the research team used an electronic compass and a tilt sensor to collect the data necessary to make all their geolocation calculations. The researchers also used machine learning algorithms to analy
ze the geolocation data and incorporate information on
physical phenomena that affect polarization patterns but remain poorly understood.
The researchers hope to shrink the current error range of this new version of underwater GPS in order to make it more practical. One way to minimize error comes from building more precise instruments. But the bigger challenge involves addressing errors in the software that derives the geolocation information from the light polarization patterns, Gruev said.
I don’t think we fully understand nor we can fully estimate how the polarization properties of light are altered as they emerge from the sun and are collected by a sensor placed underwater. Many factors can influence polarization underwater, included aerial and underwater pollution. We need to develop new signal processing schemes to estimate all these factors and improve sensitivity.
Once that is accomplished, Gruev envisions putting the technology in underwater robots resembling a “swarm of little GoPro-like cameras” that can use their underwater GPS capabilities to help discover new marine species, find missing shipwrecks and provide more information about how ocean environments change over time. It’s a concept that may find interested customers in both civilian and military circles.