A Hybrid EKF and Switching PSO Algorithm for Joint State and Parameter Estimation of Lateral Flow Immunoassay Models

@article{Zeng2012AHE,
  title={A Hybrid EKF and Switching PSO Algorithm for Joint State and Parameter Estimation of Lateral Flow Immunoassay Models},
  author={Nianyin Zeng and Zidong Wang and Yurong Li and Min Du and Xiaohui Liu},
  journal={IEEE/ACM Transactions on Computational Biology and Bioinformatics},
  year={2012},
  volume={9},
  pages={321-329}
}
In this paper, a hybrid extended Kalman filter (EKF) and switching particle swarm optimization (SPSO) algorithm is proposed for jointly estimating both the parameters and states of the lateral flow immunoassay model through available short time-series measurement. Our proposed method generalizes the well-known EKF algorithm by imposing physical constraints… CONTINUE READING