Adaptive Filtering Toolkit

About the Adaptive Filtering Toolkit

The Adaptive Filtering Toolkit handles the cases where the filter has to track a changing environment. Step size, regularisation and leakage are tunable while the learning curve is plotted, so convergence problems are diagnosed from data rather than guesswork.

What you get

• LMS, NLMS, sign-sign and RLS adaptive filters
• Acoustic echo and noise cancellation blocks
• Adaptive line enhancer and system identification
• Convergence, misadjustment and learning-curve diagnostics
• Step-size, leakage and regularisation tuning helpers
• Toolkit GUI panel that drops straight into a document
• Fully documented public API
• Worked example project
• Unit-test suite with reference vectors
• 1 year of email support
• Free upgrades for 12 months

The feature set is identical across all 14 language editions; pick whichever edition matches your stack.