Improving the Robustness of Time Difference of Arrival Estimation Based on the Energy Center of Gravity Rearrangement

Peng Zhang, Hongyuan Wen, Zhiyong Xu, Zhao Zhao · 2023

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Description

Peng Zhang, Hongyuan Wen, Zhiyong Xu, and Zhao Zhao present a noise-hardy way to measure the time gap between two sensors hearing the same sound, in this 2023 paper. That gap pins down where a sound came from, but background noise scrambles it. Their method leans on a simple split: noise splashes arrive with random delays, while true signal points share one lag.

A four-step routine roughs out the delay, rearranges the time-frequency picture to part signal from noise, keeps the points flanking the delay ridge, and then refines the estimate. A sharpened second-order variant packs the signal energy tighter. In simulations and bench tests, the approach beat existing methods on both accuracy and robustness.

Catalog record

CREATORPeng Zhang, Hongyuan Wen, Zhiyong Xu, Zhao Zhao
YEAR2023
COLLECTIONPAPERS
FORMATTXT
FILE SIZE37 KB
VERSION1.0
LICENSECC BY 4.0
RIGHTSCC BY
SOURCEEurope PMC

Source: https://europepmc.org/articles/PMC10747976

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