University of Illinois Urbana-Champaign

On the development of acoustic communication systems through unconventional media

Yang, Sijung

Content Files
YANG-DISSERTATION-2021.pdf

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https://hdl.handle.net/2142/114084

Description

Title
On the development of acoustic communication systems through unconventional media
Author(s)
Yang, Sijung
Issue Date
2021-11-30
Director of Research (if dissertation) or Advisor (if thesis)
Singer, Andrew C.
Doctoral Committee Chair(s)
Singer, Andrew C.
Committee Member(s)
  • Hashash, Youssef M. A.
  • Oelze, Michael L.
  • Smaragdis, Paris
Department of Study
Electrical & Computer Eng
Discipline
Electrical & Computer Engr
Degree Granting Institution
University of Illinois at Urbana-Champaign
Degree Name
Ph.D.
Degree Level
Dissertation
Date of Ingest
2022-04-29T21:58:29Z
Keyword(s)
  • Acoustic communications
  • Wireless through-soil communications
  • Channel estimation
  • Underwater acoustics
  • Dynamic time warping
Abstract
"One challenge of modern ""internet-of-things"" networks occurs because many of their installments are surrounded by unconventional media for communication like soils and water, where traditional radio-frequency (RF) signals cannot propagate for communication well. In some instances, acoustic communication can provide an alternative to RF signals in such environments, providing longer communication distances with less power consumption. In this thesis, we propose several approaches for the development of acoustic communication systems through unconventional media for a variety of potential applications. First, we focus on an ad-hoc implementation of an acoustic communication system for through-soil communication. Specifically, we propose a miniaturized through-soil acoustic modem, which can be implemented for practical underground applications including infrastructural monitoring, enabling reliable data transmission for tens of meter distances. The development of acoustic communication systems requires considerable field data to test and evaluate their performance in realistic environments, which can be extremely costly. In the second part of this thesis, we propose a practical method based on dithering techniques to enhance and maximize the reusability of such valuable field data when developing acoustic communication systems. In the last part of this thesis, we focus on algorithms for Doppler compensation in acoustic communications, one of the most common challenges in a variety of acoustic communications. In particular, we propose what we call hyperdimensional dynamic time warping to jointly estimate time varying Doppler and information symbols in multipath channels with non-uniform Doppler."
Graduation Semester
2021-12
Type of Resource
Thesis
Permalink
http://hdl.handle.net/2142/114084
Copyright and License Information
Copyright 2021 Sijung Yang

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