Near field acoustic localization under unfavorable conditions using feedforward neural network for processing time difference of arrival

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• 作者：Marko Kovandžić ; ^{marko.kovandzic@gmail.com} ; Vlastimir Nikolić ^{vnikolic@masfak.ni.ac.rs} ; Abdulathim Al-Noori ^{abdula.jj@hotmail.com} ; Ivan Ćirić ^{ciric.ivan@masfak.ni.ac.rs} ; Milo&scaron ; Simonović ^{milos.simonovic@masfak.ni.ac.rs}
• 关键词：Processing time difference ; Acoustic source localization ; Time difference of arrival ; Feedforward neural network ; Artificial intelligence
• 刊名：Expert Systems with Applications
• 出版年：2017
• 出版时间：1 April 2017
• 年：2017
• 卷：71
• 期：Complete
• 页码：138-146
• 全文大小：2090 K
• 卷排序：71

文摘

Providing guidelines for practical implementation of neural networks in near-field sound source localization. Obtained optimal sensors setups. Obtaining optimal network configuration. Obtaining optimal training parameters. Proving effectiveness of feedforward neural network in solving hyperbolic positioning problem under the uncertainties.