A variable forgetting factor RLS adaptive filtering algorithm

The recursive least squares algorithm (RLS) is realized in MATLAB. Simulation results show that forgetting factor influences the algorithm convergence and stability, which will significantly affect the performance of adaptive filter. Therefore, a variable forgetting factor RLS algorithm is presented...

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Vydáno v:	Proceedings, 2009 3rd IEEE International Symposium on Microwave, Antenna, Propagation and EMC Technologies for Wireless Communications : 27-29 October 2009, Beijing, China s. 1127 - 1130
Hlavní autor:	Junfeng Wang
Médium:	Konferenční příspěvek
Jazyk:	angličtina
Vydáno:	IEEE 01.10.2009
Témata:	Adaptive algorithm Adaptive filter Adaptive filters Channel equalization Convergence Educational institutions Filtering algorithms Finite impulse response filter Least squares approximation Least squares methods Resonance light scattering RLS Stability Variable forgetting factor
ISBN:	1424440769, 9781424440764
On-line přístup:	Získat plný text
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