Motivation and Example Adaptive Filter Structure Performance and Robustness Issues Error and Energy Measures Robust Adaptive Filtering Energy Bounds and Passivity Relations Min-Max Optimality of Adaptive Gradient Algorithms Comparison of LMS and RLS Algorithms Time-Domain Feedback Analysis
Ali H. Sayed
University of California, Los Angeles
Bell Laboratories Lucent Technologies
Time-Domain Analysis • l2 −Stability and the Small Gain Condition • Energy Propagation in the Feedback Cascade • A Deterministic Convergence Analysis
20.10Filtered-Error Gradient Algorithms 20.11References and Concluding Remarks
Adaptive ﬁlters are systems that adjust themselves to a changing...