Least-Squares Based and Gradient Based Iterative Parameter Estimation Algorithms for a Class of Linear-in-Parameters Multiple-Input Single-Output Output Error Systems

Table 1

The MISO-GI and MISO-LSI estimates and errors ().

Algorithm							(%)
MISO-GI	1	0.01462	1.27390	0.09679	0.89451	−0.07066	52.82221
	2	−0.23411	1.31836	−0.13385	1.15839	0.62397	24.24129
	5	−0.33873	1.45005	−0.48982	1.43125	0.77055	7.82671
	8	−0.35503	1.47142	−0.47912	1.46594	0.73773	5.64270
	10	−0.35781	1.47633	−0.47364	1.48458	0.72409	4.65183
	20	−0.36024	1.48089	−0.45659	1.54144	0.69498	1.99007
MISO-LSI	1	0.03460	1.41912	−0.00027	2.25122	−0.02164	49.09578
	2	−0.37155	1.46913	−0.44592	1.58467	0.41478	11.75374
	5	−0.36086	1.48239	−0.44390	1.58413	0.68642	0.87072
	8	−0.36082	1.48242	−0.44387	1.58420	0.68670	0.87077
	10	−0.36082	1.48242	−0.44387	1.58420	0.68670	0.87077
	20	−0.36082	1.48242	−0.44387	1.58420	0.68670	0.87077
True values		−0.38000	1.48000	−0.44000	1.58000	0.69000