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Advanced Approach of Multiagent Based Buoy Communication.
Gediminas Gricius1, Darius Drungilas2, Arunas Andziulis2
1Institute of Mathematics and Informatics, Vilnius University, Akademijos Street 4, 08663 Vilnius, Lithuania.
This study introduces a multiagent buoy communication system to manage large hydrometeorological data flows. A clustering algorithm enhances system performance for autonomous monitoring networks.
Area of Science:
- Environmental Science
- Computer Science
- Oceanography
Background:
- Hydrometeorological information systems face challenges with excessive data flow and varying data levels.
- Existing systems require efficient methods for data management and communication between monitoring nodes.
Purpose of the Study:
- To present advanced buoy communication technologies utilizing multiagent interaction.
- To enhance the performance of hydrometeorological information systems through improved data management.
Main Methods:
- Implementation of a multiagent interaction and data exchange system for buoys.
- Application of a clustering algorithm for managing buoy communication.
- Design and analysis of an autonomous monitoring network in the Baltic Sea.
Main Results:
- The proposed clustering algorithm enhances the performance of the hydrometeorological information system.
- The multiagent buoy communication system effectively manages data from autonomous monitoring networks.
- The system allows continuous monitoring and collection of temperature, waviness, and other data.
Conclusions:
- Multiagent-based buoy communication offers an effective solution for managing large hydrometeorological data streams.
- The developed system enhances monitoring capabilities in challenging marine environments like the Baltic Sea.
- Cost-effective and reliable autonomous monitoring networks can be established using this approach.
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