INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016
open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15
Reinforcement Learning based Routing Protocol for Underwater Acoustic Wireless Sensor Network
Authors Name:
S. Ponlatha
, V.Pavithra , D.Chitra
Unique Id:
IJSDR2301027
Published In:
Volume 8 Issue 1, January-2023
Abstract:
This paper focuses on Underwater wireless sensor networks (UWSNs) have emerged as a promising networking technology owing to their various underwater applications. Many applications require sensed data to be routed to a centralized location. However, the routing of sensor networks in underwater environments presents several challenges in terms of underwater infrastructure, including high energy consumption, narrow bandwidths, and longer propagation delays than other sensor networks. Efficient routing protocols play a vital role in this regard. Recently, reinforcement learning (RL)-based routing algorithms have been investigated by different researchers seeking to exploit the learning procedure via trial-and-error methods of RL. RL algorithms are capable of operating in underwater environments without prior knowledge of the infrastructure.
Keywords:
Cite Article:
"Reinforcement Learning based Routing Protocol for Underwater Acoustic Wireless Sensor Network", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.8, Issue 1, page no.169 - 173, January-2023, Available :http://www.ijsdr.org/papers/IJSDR2301027.pdf
Downloads:
000336256
Publication Details:
Published Paper ID: IJSDR2301027
Registration ID:203389
Published In: Volume 8 Issue 1, January-2023
DOI (Digital Object Identifier):
Page No: 169 - 173
Publisher: IJSDR | www.ijsdr.org
ISSN Number: 2455-2631
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