Recent advancement of AI technology for underwater acoustic communication

Significant changes in marine environment characteristics led to complicated alterations in acoustic underwater channels in times, frequency, and space. UWA communication systems that fulfill UWA business criteria in different marine conditions have not yet been established. In all weather situation...

Full description

Saved in:
Bibliographic Details
Main Authors: Mishra, Jai Prakash, Singh, Kulwant, Chaudhary, Himanshu
Format: Conference Proceeding
Language:English
Subjects:
Artificial intelligence
Communication
Communications systems
Marine environment
Marine technology
New technology
Underwater acoustics
Underwater communication
Citations: Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:Significant changes in marine environment characteristics led to complicated alterations in acoustic underwater channels in times, frequency, and space. UWA communication systems that fulfill UWA business criteria in different marine conditions have not yet been established. In all weather situations, it is significantly more difficult to develop large-scale, reliable, and durable UWA networking applications. In recent years, the fast growth of artificial intelligence (AI) and big data has been inspired for new technologies and it is a breakthrough of traditional UWA communication technology by the development of the Internet of underwater things. This paper summarized the advancement of various Modulation techniques, methods, and AI technology used for UWA communications globally. The UWA channel characteristics and the major approach are also discussed that applying in AI technology for UWA communication. The use of AI for UWA communications in physical and network layers is summarized. Finally, it summarizes the potential junction between AI and UWA research in communication and its future outlook.
ISSN:0094-243X
1551-7616
DOI:10.1063/5.0136112