Comparison between Kalman Filter and Adaptive Filter
DOI:
https://doi.org/10.59992/IJSR.2024.v3n7p15Keywords:
Kalman Filter, Adaptive Filter, MATLABAbstract
This study contains a comparison between the two Kalman filter and adaptive filter has huge importance because of it is uses in different applications such as air navigation planes, satellites, cameras, motions, radar, stations. Adaptive filter has various Application as well and important in CCTV and microphones.
References
1- Paul Zarchan, Howard Musoff (2000). Fundamentals of Kalman Filtering: A Practical Approach. American Institute of Aeronautics and Astronautics, Published August 10, 2001
2- R.E. Kalman (1960). "A New Approach to Linear Filtering and Prediction Problems" (PDF). Journal of Basic Engineering. 82: 35–45. doi:10.1115/1.3662552. S2CID 1242324.
3- Felix Govaers, Introduction to Kalman Filter and Its Applications, Published 22 May 2019.
4- J. Gerardo Avalos, Juan C. Sanchez and Jose Velazquez, Applications of Adaptive Filtering, Published: 05 July 2011.
5- Thakor, N.V.; Zhu, Yi-Sheng (1991-08-01). "Applications of adaptive filtering to ECG analysis: noise cancellation and arrhythmia detection". IEEE Transactions on Biomedical Engineering. 38 (8): 785–794. doi:10.1109/10.83591. ISSN 0018-9294. PMID 1937512. S2CID 11271450.
