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Studying on Reconstruction Sampling in Shift-Invariant Subspace with Multiplicity r from Least Squares Method |
Zhu Zhao-xuan; Wang Hou-jun; Wang Zhi-gang |
College of Automation,University of Electronic Science and Technology of China, Chengdu 610054, China |
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Abstract According to the model of sampling in shift-invariant subspace with multiplicity r, this paper proposes a reconstruction method of sampling in shift-invariant subspace with multiplicity r based on least squares method, moreover, obtains the reconstruction filter’s frequency expression . And the reconstruction error is analyzed from the projection theory of Hilbert space. Finally, with amplitude modulation signal as example, the reconstruction method of sampling in shift-invariant subspace with multiplicity r based on least squares method is proved by simulation, the results show that the reconstruction algorithm is effective.
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Received: 02 December 2008
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