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The Science and Information (SAI) Organization publishes open-access peer-reviewed journals in computer science and artificial intelligence.

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Research Article | Open Access |

Simultaneous Estimation of Geophysical Parameters with Microwave Radiometer Data based on Accelerated Simulated Annealing: SA

Author 1: Kohei Arai
International Journal of Advanced Computer Science and Applications (IJACSA) · Vol. 3, No. 7 · Published 2012

DOI: https://doi.org/10.14569/IJACSA.2012.030712

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Abstract

Method for geophysical parameter estimations with microwave radiometer data based on Simulated Annealing: SA is proposed. Geophysical parameters which are estimated with microwave radiometer data are closely related each other. Therefore simultaneous estimation makes constraints in accordance with the relations. On the other hand, SA requires huge computer resources for convergence. In order to accelerate convergence process, oscillated decreasing function is proposed for cool down function. Experimental results show that remarkable improvements are observed for geophysical parameter estimations.

Keywords

simulated annealing microwave radiometer water vapor air-temperature wind speed.

How to Cite this Article

Arai, K. (2012). Simultaneous Estimation of Geophysical Parameters with Microwave Radiometer Data based on Accelerated Simulated Annealing: SA. International Journal of Advanced Computer Science and Applications, 3(7). https://doi.org/10.14569/IJACSA.2012.030712

Arai, Kohei. "Simultaneous Estimation of Geophysical Parameters with Microwave Radiometer Data based on Accelerated Simulated Annealing: SA." International Journal of Advanced Computer Science and Applications, vol. 3, no. 7, 2012, https://doi.org/10.14569/IJACSA.2012.030712.

@article{Arai2012,
  title     = {Simultaneous Estimation of Geophysical Parameters with Microwave Radiometer Data based on Accelerated Simulated Annealing: SA},
  journal   = {International Journal of Advanced Computer Science and Applications},
  volume    = {3},
  number    = {7},
  year      = {2012},
  publisher = {The Science and Information Organization},
  author    = {Kohei Arai},
  doi       = {10.14569/IJACSA.2012.030712},
  url       = {https://doi.org/10.14569/IJACSA.2012.030712}
}

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