2 April 2014 Process control using set-membership vector-form affine projection adaptive filtering scheme
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Abstract
A virtual multiple-input multiple-output (VMIMO) architecture is proposed recently, which allows cooperatively data exchange among each node in a sensor network. We consider to apply the adaptive filter to design a VMIMO receiver. In order to improve the convergence problem and reduce the complexity of the scalar-form Affine Projection (AP), the method of set-membership filtering (SMF) is applied to the Affine Projection adaptive algorithms. Simulation results show that the SMF is able to reduce the computational complexity effectively and achieves a better performance.
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Chia-Chang Hu, Chia-Chang Hu, Kui-He Chen, Kui-He Chen, "Process control using set-membership vector-form affine projection adaptive filtering scheme", Proc. SPIE 9050, Metrology, Inspection, and Process Control for Microlithography XXVIII, 905035 (2 April 2014); doi: 10.1117/12.2049047; https://doi.org/10.1117/12.2049047
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