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- W4320802623 abstract "We propose tail fast iterative shrinkage-thresholding algorithm (tail-FISTA) to solve compressed sensing problem, and it considers fast iterative shrinkage-thresholding algorithm (FISTA) method to solve tail- ℓ <inf xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>1</inf> minimization problem. By means of the profile method, the tail- ℓ <inf xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>1</inf> minimization problem is rewritten as a transformed ordinary ℓ <inf xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>1</inf> minimization problem, and its solution can be obtained by FISTA. FISTA is attractive due to the computational simplicity and well global rate of convergence rate O(1/n <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>2</sup> ). In simulation study, the performance of numerical examples is better than traditional compressed sensing algorithms. From the application of tail-FISTA, we can find that tail-FISTA is a potential compressed sensing algorithm." @default.
- W4320802623 created "2023-02-15" @default.
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- W4320802623 date "2022-08-15" @default.
- W4320802623 modified "2023-09-26" @default.
- W4320802623 title "Sparse Signal Recovery via Tail-FISTA" @default.
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- W4320802623 doi "https://doi.org/10.1109/ccdc55256.2022.10034132" @default.
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