| A computation method of reliability for preprocessing filters in the fire control system using Markov process and state transition probability matrix |
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Jae-Hun Kim, Joon Lyou |
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| Markov process 및 상태천이확률 행렬 계산을 통한 사격통제장치 전처리필터 신뢰성 산출 기법 |
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김재훈, 유준 |
1국방과학연구소
2충남대학교 전자공학과 |
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| Abstract |
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An easy and efficient method is proposed for a computation of reliability of preprocessing filters in the fire control system when the sensor data are frequently unreliable depending on the operation environment. It computes state transition probability matrix after modeling filter states as a Markov process, and computing false alarm and detection probability of each filter state under the given sensor failure probability. It shows that two important indices such as distributed state probability and error variance can be derived easily for a reliability assessment of the given sensor fusion system. |
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