A Sparse and Distributed Array for Ocean Acoustics

Abstract

"Big data has become a standard tool in several scientific disciplines. Underwater acoustics hasfailed to progress at the same speed as other fields, predominantly due to the cost ofinstruments and experiments. Building on our recent successful development of a low-costmooring, here we propose to acquire fifteen (15) low-cost, user-friendly, underwater acousticmoorings.All of these moorings can be easily deployed and recovered, contributing to the collection ofmassive datasets that are critically needed to advance the field of artificial intelligence foranti-submarine warfare. Moreover, a specific context of interest is when all the moorings aredeployed in an area of interest. Together, they form a sparse and distributed array, which canbe used for various ocean acoustics applications.Although the distributed array is not synchronized, it can still be used for spatio-temporalcharacterization of the acoustical environment. Indeed, leveraging on recent signal processingadvances by the PI, each node of the array can be used to infer environmental informationbetween the node and a sound source. As a result, the distributed array can be used to infer thespatial variability of the environment, as well as its temporal fluctuations if the sound sourceis recurrent. Of particular interest is the use of sources of opportunity (e.g. marine mammalvocalizations and/or ship noise), which can be used for environmental characterization, aswell as to time-synchronize the array nodes.Overall, the requested equipment, combined with sound sources of opportunity, willdrastically simplify at-sea experimental set-ups. The long term objective is to modify the waywe do ocean acoustic experiments, and to transition from sophisticated (and expensive)equipment to a swarm of basic and expandable sensors."

Document Details

Document Type
DoD Grant Award
Publication Date
Aug 05, 2021
Source ID
N000142112643

Entities

People

  • Julien Bonnel

Organizations

  • Office of Naval Research
  • United States Navy
  • Woods Hole Oceanographic Institution

Tags

Readers

  • Distributed Systems and Data Platform Development
  • Oceanography.
  • Research Science/Academic Research

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy