"Identifying UUV signatures and using those signatures to estimate a UUV’s speed for passive tracking is a relatively unexplored research area in comparison to other marine vessels," said Kristen Railey, who led the study as a Draper Fellow.
CAMBRIDGE, Mass. (PRWEB) January 25, 2021
Detecting the presence of an unmanned underwater vehicle (UUV) is usually achieved by intercepting the noise radiated by its propeller. In a noisy harbor, this task is hindered because the acoustic signature of a UUV and the noise in the local environment often present too much signal complexity for current technologies to process.
That may be about to change. Researchers at Draper, Massachusetts Institute of Technology (MIT) and Woods Hole Oceanographic Institute (WHOI) have developed an acoustic remote sensing method for high-precision propeller rotation and speed estimation of unmanned underwater vehicles.
The new method is detailed in a study published in the Journal of the Acoustical Society of America.
UUVs are marine platforms that are untethered and autonomous and often used for a variety of applications, including national security and ocean exploration. The robots selected for this study belong to the smallest class of vehicles called micro-UUVs, which have a diameter of six or fewer inches.
Detection, classification and tracking of ships are important tasks for improving port security and the security of coastal and offshore operations, explains Kristen Railey, who led the study as a Draper Fellow. “However, identifying UUV signatures and using those signatures to estimate a UUV’s speed for passive tracking is a relatively unexplored research area in comparison to other marine vessels.”
A state of the practice technique for identifying the presence of ships is by analyzing passive acoustic data with the Detection of Envelope Modulation on Noise (DEMON). The DEMON method, which operates by filtering propeller noise, varies by vessel, and can be challenged in a noisy and dynamic environment such as the shallow waters of harbors.
In the study, the authors set out to isolate and characterize motor noise, so they focused on brushless DC (BLDC) motors because of their prevalence in UUV propulsion systems. They designed a passive acoustic, high-precision method for estimating a micro-UUV’s propeller rotation frequency.
In field experiments, the new method outperformed the DEMON algorithm. When boats passed by the UUV, the new method could detect the motor noise, but the DEMON spectrum was dominated by the interfering boats’ propeller noise.
Quieter UUVs could have many benefits, the researchers explain in their paper. “Understanding the origins of acoustic noise in autonomous platforms can inform quieter UUV propulsion design to avoid interference with onboard sensors and disturbance to marine life. In the future, based on these findings, quieting techniques for BLDC motors in UUVs can be compared and assessed.”
While the current work is focused on micro-UUVs, the new method can apply to other robotic platforms that are powered by mass-manufactured BLDC motors. Brushless motors are found in electric vehicles, hybrid vehicles, personal transporters and electric aircraft.
Co-authors of the journal paper include Railey, a Ph.D. candidate in mechanical and ocean engineering at Massachusetts Institute of Technology (MIT) / Woods Hole Oceanographic Institute (WHOI); Henrik Schmidt, Railey’s academic advisor and a professor of mechanical and ocean engineering at MIT; and Dino DiBiaso, a computer scientist, systems engineer and distinguished member of the technical staff at Draper.
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