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Extension of Time-Difference-of-Arrival Self Calibration Solutions Using Robust Multilateration

Aström, Kalle LU orcid ; Larsson, Martin LU orcid ; Flood, Gabrielle LU and Oskarsson, Magnus LU orcid (2021) 29th European Signal Processing Conference, EUSIPCO 2021 In European Signal Processing Conference p.870-874
Abstract

Recent advances in robust self-calibration have made it possible to estimate microphone positions and at least partial sound source positions using ambient sound. However, there are limits on how well sound source paths can be recovered using state-of-the-art techniques. In this paper we develop and evaluate several techniques to extend partial and incomplete solutions. We present minimal solvers for sound source positioning using non-overlapping pairs of microphone positions and their respective time-difference measurements, and show how these new solvers can be used in a hypothesis and test setting. We also investigate techniques that exploit temporal smoothness of the sound source paths. The different techniques are evaluated on both... (More)

Recent advances in robust self-calibration have made it possible to estimate microphone positions and at least partial sound source positions using ambient sound. However, there are limits on how well sound source paths can be recovered using state-of-the-art techniques. In this paper we develop and evaluate several techniques to extend partial and incomplete solutions. We present minimal solvers for sound source positioning using non-overlapping pairs of microphone positions and their respective time-difference measurements, and show how these new solvers can be used in a hypothesis and test setting. We also investigate techniques that exploit temporal smoothness of the sound source paths. The different techniques are evaluated on both real and synthetic data, and compared to several state-of-the-art techniques for time-difference-of-arrival multilateration.

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Please use this url to cite or link to this publication:
author
; ; and
organization
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
keywords
Minimal problems, Multilateration, RANSAC, Self-calibration, TDOA
host publication
29th European Signal Processing Conference, EUSIPCO 2021 - Proceedings
series title
European Signal Processing Conference
pages
5 pages
publisher
IEEE - Institute of Electrical and Electronics Engineers Inc.
conference name
29th European Signal Processing Conference, EUSIPCO 2021
conference location
Dublin, Ireland
conference dates
2021-08-23 - 2021-08-27
external identifiers
  • scopus:85123218687
ISSN
2076-1465
2219-5491
ISBN
9789082797060
DOI
10.23919/EUSIPCO54536.2021.9616051
language
English
LU publication?
yes
id
42b2c22c-a259-4cd8-8761-c4bb8ce4e679
date added to LUP
2022-03-23 13:51:09
date last changed
2024-06-24 00:23:55
@inproceedings{42b2c22c-a259-4cd8-8761-c4bb8ce4e679,
  abstract     = {{<p>Recent advances in robust self-calibration have made it possible to estimate microphone positions and at least partial sound source positions using ambient sound. However, there are limits on how well sound source paths can be recovered using state-of-the-art techniques. In this paper we develop and evaluate several techniques to extend partial and incomplete solutions. We present minimal solvers for sound source positioning using non-overlapping pairs of microphone positions and their respective time-difference measurements, and show how these new solvers can be used in a hypothesis and test setting. We also investigate techniques that exploit temporal smoothness of the sound source paths. The different techniques are evaluated on both real and synthetic data, and compared to several state-of-the-art techniques for time-difference-of-arrival multilateration.</p>}},
  author       = {{Aström, Kalle and Larsson, Martin and Flood, Gabrielle and Oskarsson, Magnus}},
  booktitle    = {{29th European Signal Processing Conference, EUSIPCO 2021 - Proceedings}},
  isbn         = {{9789082797060}},
  issn         = {{2076-1465}},
  keywords     = {{Minimal problems; Multilateration; RANSAC; Self-calibration; TDOA}},
  language     = {{eng}},
  pages        = {{870--874}},
  publisher    = {{IEEE - Institute of Electrical and Electronics Engineers Inc.}},
  series       = {{European Signal Processing Conference}},
  title        = {{Extension of Time-Difference-of-Arrival Self Calibration Solutions Using Robust Multilateration}},
  url          = {{http://dx.doi.org/10.23919/EUSIPCO54536.2021.9616051}},
  doi          = {{10.23919/EUSIPCO54536.2021.9616051}},
  year         = {{2021}},
}