A Fuzzy-Based Four-Dimensional Data Assimilation Algorithm for Comprehensive Ocean Observation Information System
- https://doi.org/10.2991/iske.2007.226How to use a DOI?
- COOIS; Fuzzy Set; Data Assimilation; Intelligent System
Comprehensive Ocean Observation Information Systems (COOIS) comprises a massive and complex resource data, which is vital to an increasingly important application of Integrated Intelligent Ocean Information Management System (IIOIMS). IIOIMS is just as complex, but uses a holistic approach to deal with the sophistication. The application domain and its resource require a tool of matching characteristics, which is facilitated by the current wide availability of high performance computing. In this paper, we first build the COOIS network and experimental platform to aggregate the comprehensive ocean observation information. Then, we present a fuzzy-based data assimilation framework and its algorithm for doing with the sophistication of COOIS. Data assimilation is widely applied for those different type data, but we firstly propose to solve this problem with fuzzy set. Theoretically, this will efficiently reduce the complexity and enhance the accuracy and utility of COOIS. Finally, we provide a demonstrated example to demonstrate the efficiency of the fuzzy-based data assimilation algorithm.
- © 2007, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Hua Han AU - Fengming Liu AU - Yongsheng Ding PY - 2007/10 DA - 2007/10 TI - A Fuzzy-Based Four-Dimensional Data Assimilation Algorithm for Comprehensive Ocean Observation Information System BT - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007) PB - Atlantis Press SP - 1331 EP - 1336 SN - 1951-6851 UR - https://doi.org/10.2991/iske.2007.226 DO - https://doi.org/10.2991/iske.2007.226 ID - Han2007/10 ER -