TY - JOUR
T1 - System Identification Based on Bounded Error Constraints
AU - Tsakalis, Konstantinos
AU - Deisher, Michael
AU - Spanias, Andreas
PY - 1995/12
Y1 - 1995/12
N2 - In this correspondence, we examine the performance of adaptive algorithms such as gradient, dead-zone, and bounding ellipsoid in the presence of bounded disturbances. We begin with a simple bursting example and continue by describing the algorithms and their properties, including analytical results on their asymptotic performance. Finally, a new algorithm is proposed, providing both MSE and maximum steady-state error performance guarantees.
AB - In this correspondence, we examine the performance of adaptive algorithms such as gradient, dead-zone, and bounding ellipsoid in the presence of bounded disturbances. We begin with a simple bursting example and continue by describing the algorithms and their properties, including analytical results on their asymptotic performance. Finally, a new algorithm is proposed, providing both MSE and maximum steady-state error performance guarantees.
UR - http://www.scopus.com/inward/record.url?scp=0029539723&partnerID=8YFLogxK
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U2 - 10.1109/78.476461
DO - 10.1109/78.476461
M3 - Article
AN - SCOPUS:0029539723
SN - 1053-587X
VL - 43
SP - 3071
EP - 3075
JO - IEEE Transactions on Signal Processing
JF - IEEE Transactions on Signal Processing
IS - 12
ER -