A Comment on Leakage in Adaptive Algorithms
1992 (English)In: Proceedings of the 4th IFAC International Symposium on Adaptive Systems in Control and Signal Processing, 1992, 377-382 p.Conference paper (Refereed)
By "leakage" in adaptive control and adaptive signal processing algorithm is understood that a pull term towards a given parameter value is introduced. Leakage has been introduced both as trick to be able to prove certain convergence results as an ad hoc means for obtaining less drifting parameters. Leakage is the same as regularization and we explain what benefits - from an estimation point of view - this gives.
Place, publisher, year, edition, pages
1992. 377-382 p.
Leakage, Regularization, Variance reduction
IdentifiersURN: urn:nbn:se:liu:diva-91156ISBN: 9780080425962OAI: oai:DiVA.org:liu-91156DiVA: diva2:617543
4th IFAC International Symposium on Adaptive Systems in Control and Signal Processing, Grenoble, France, July, 1992