INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
Amidst the growing demand for dependable underwater communication in challenging acoustic environments, the understanding and manipulation of acoustic signals are crucial. Acoustic signals refer to sound waves propagating through a medium, such as water, and are fundamental to underwater communication systems. Our proposed solution addresses this challenge by employing AI-based denoising methods tailored specifically for underwater acoustic signal processing. Utilizing sophisticated deep learning architectures, our system seamlessly integrates into underwater communication systems, enabling real- time signal processing. By combining advanced machine learning models with a combination filter, we achieve remarkable denoising performance. Through rigorous simulations and field trials conducted across diverse underwater conditions, we demonstrate the effectiveness of our approach in significantly enhancing communication performance. Specifically, we showcase the superior performance of convolutional neural networks (CNNs) in mitigating background noise and improving signal clarity, thereby ensuring reliable underwater communication in challenging acoustic environments.
Keywords:
Autonomous underwater vehicles, signal denoising.
Cite Article:
"Underwater Communication System for AUV", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 4, page no.d553-d556, April-2024, Available :http://www.ijnrd.org/papers/IJNRD2404361.pdf
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ISSN:
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
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