Hi Yasser,
As you want to use a recursive algorithm to continuously estimate and update the parameters in real-time, you can follow these steps:
- Obtain an initial estimate of the parameters using your existing metaheuristic algorithm.
- Implement a recursive estimation method such as Recursive Least Squares (RLS) or a Kalman Filter.
- Integrate the recursive algorithm into your current workflow, allowing for real-time updates.
- Use the command-line functions or Simulink blocks provided by the “System Identification Toolbox” to set up the online estimation process.
For more information on “System Identification Toolbox” and online parameter estimation you may refer to these links:
