Acoustic Beamforming for Object-relative Distance Estimation and Control in Unmanned Air Vehicles using Propulsion System Noise

04/15/2023
by   Alisha Sharma, et al.
0

Unmanned air vehicles often produce significant noise from their propulsion systems. Using this broadband signal as "acoustic illumination" for an auxiliary sensing system could make vehicles more robust at a minimal cost. We present an acoustic beamforming-based algorithm that estimates object-relative distance with a small two-microphone array using the generated propulsion system noise of a vehicle. We demonstrate this approach in several closed-loop distance feedback control tests with a mounted quad-rotor vehicle in a noisy environment and show accurate object-relative distance estimates more than 2x further than the baseline channel-based approach. We conclude that this approach is robust to several practical vehicle and noise situations and shows promise for use in more complex operating environments.

READ FULL TEXT

page 1

page 3

page 4

page 6

research
06/04/2019

Closed-Loop Control of a Delta-Wing Unmanned Aerial-Aquatic Vehicle

We present a closed-loop control strategy for a delta-wing unmanned aeri...
research
07/30/2020

Hearing What You Cannot See: Acoustic Detection Around Corners

This work proposes to use passive acoustic perception as an additional s...
research
04/08/2022

Mel-spectrogram features for acoustic vehicle detection and speed estimation

The paper addresses acoustic vehicle detection and speed estimation from...
research
02/27/2019

Real-Time detection, classification and DOA estimation of Unmanned Aerial Vehicle

The present work deals with a new passive system for real-time detection...
research
08/16/2018

Analyzing within Garage Fuel Economy Gaps to Support Vehicle Purchasing Decisions - A Copula-Based Modeling & Forecasting Approach

A key purpose of the U.S. government fuel economy ratings is to provide ...
research
06/22/2019

Micro Air Vehicle Link (MAVLink) in a Nutshell: A Survey

The Micro Air Vehicle Link (MAVLink in short) is a communication protoco...

Please sign up or login with your details

Forgot password? Click here to reset