# chapter\_04

- [칼만 필터의 역사와 탄생 배경](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_04/0401.md)
- [선형 상태공간 모델](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_04/0402.md)
- [칼만 필터 알고리즘 순서](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_04/0403.md)
- [예측 단계와 보정 단계](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_04/0404.md)
- [상태추정과 공분산 업데이트](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_04/0405.md)
- [칼만 이득(Kalman Gain)의 의미](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_04/0406.md)
- [잡음 공분산 행렬(Q, R) 설정](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_04/0407.md)
- [시스템 모델 불일치와 칼만 필터의 오류](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_04/0408.md)
- [1차원 예제로 배우는 칼만 필터](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_04/0409.md)
- [다차원 상태추정 응용](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_04/0410.md)
- [칼만 필터 구현 시 주의사항](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_04/0411.md)
- [칼만 필터 성능 분석 사례](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_04/0412.md)
- [변수 정규화와 스케일링 기법](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_04/0413.md)
- [수학적 세부 증명 개요](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_04/0414.md)
- [알고리즘 복잡도와 최적화 방안](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_04/0415.md)