Date store management in sliding window based on-line identification algorithms

Asirvadam , Vijanth Sagayan and McLoone, Sean and Irwin, George W (2001) Date store management in sliding window based on-line identification algorithms. In: Irish Signals and Systems Conference, 2001, 25-27 June 2001, Maynooth Ireland.

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Official URL: http://www.issc.ie/site/view/3/


Sliding window identification algorithms use information from a store of data to optimise on-line learning. A key element of this process is data store management. This paper provides a brief overview of several sliding window algorithms used in on-line identification. Various data store methods are then proposed. A new pre-window filtering strategy is also introduced. Simulation results demonstrate the potential of the approaches considered.

Item Type:Conference or Workshop Item (Paper)
Subjects:T Technology > TK Electrical engineering. Electronics Nuclear engineering
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Departments / MOR / COE:Departments > Electrical & Electronic Engineering
ID Code:3909
Deposited By: Dr Vijanth Sagayan Asirvadam
Deposited On:13 Jan 2011 05:52
Last Modified:13 Jan 2011 05:52

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