Abstract
Geospatial information system (GIS) is widely used in military sides. As an example, penetration analysis is typical for GIS using in military side. In this paper, we apply GIS to analyze the optimized detector location. We use the thermal observation device (TOD), and select Daejeon city to perform this analysis. In this paper, we use DEM data and VITD data. We bring genetic algorithm in our procedure to fine a more effective and global solution. The locations of the rectangular coordinate point (i.e., x and y pixel coordinate) of TOD will be a gene, and a group of TOD locations will be a chromosome. We select the uniform crossover method to make next generation. Target function is composed with detected pixel number part and detection probability part. The research goal of this study is to find the location with the highest target function value. Result of the experiments provide optimized TOD placement.
| Original language | English |
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| Title of host publication | 2014 International Conference on Control, Automation and Information Sciences, ICCAIS 2014 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 136-139 |
| Number of pages | 4 |
| ISBN (Electronic) | 9781479972043 |
| DOIs | |
| Publication status | Published - 2014 Jan 23 |
| Event | 3rd International Conference on Control, Automation and Information Sciences, ICCAIS 2014 - Gwangju, Korea, Republic of Duration: 2014 Dec 2 → 2014 Dec 5 |
Publication series
| Name | 2014 International Conference on Control, Automation and Information Sciences, ICCAIS 2014 |
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Other
| Other | 3rd International Conference on Control, Automation and Information Sciences, ICCAIS 2014 |
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| Country/Territory | Korea, Republic of |
| City | Gwangju |
| Period | 14/12/2 → 14/12/5 |
Bibliographical note
Publisher Copyright:© 2014 IEEE.
All Science Journal Classification (ASJC) codes
- Artificial Intelligence
- Information Systems
- Control and Systems Engineering