An Adaptive Cubature Kalman Filter Algorithm for Passive Location
| Autor: | Shi Weisheng, Zhang Jie, Peng Haojie |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
050101 languages & linguistics
Mean squared error Electronic warfare support measures Computer science 05 social sciences 02 engineering and technology Kalman filter Residual law.invention Adaptive filter Control theory Position (vector) law 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing 0501 psychology and cognitive sciences Radar Electronic warfare |
| Zdroj: | 2020 17th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP). |
| DOI: | 10.1109/iccwamtip51612.2020.9317500 |
| Popis: | Modern stealth fighters usually keep the radar silent during the flight mission. In order to ensure the stealth performance, the integrated electronic warfare system generally uses the electronic support measures for passive detection. It locks the target's position by receiving radiation from the target sensor. In this paper, the aircraft flight maneuver model is established. The interactive multiple model is used to describe the motion state of aircraft. Residual and innovation is used improve cubature kalman filter to adaptive cubature kalman filter. Cubature kalman filter and adaptive cubature kalman filter were used for filtering respectively, and compared the effect. Then analyzed their root mean square error. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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