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Compressed Sensing Of Complex Sinusoids Off The Grid

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To solve off-grid problem in compressed sensing, a new reconstruction algorithm for complex sinusoids is proposed. The compressed sensing reconstruction problem is transformed into a joint optimized problem. Based on coordinate descent approach and linear estimator, a new iteration algorithm is proposed. The results of experiments verify the effectiveness of the proposed method.

eISSN:
1339-309X
Langue:
Anglais
Périodicité:
6 fois par an
Sujets de la revue:
Engineering, Introductions and Overviews, other