Matches in SemOpenAlex for { <https://semopenalex.org/work/W1993452022> ?p ?o ?g. }
- W1993452022 endingPage "0" @default.
- W1993452022 startingPage "0" @default.
- W1993452022 abstract "We develop a two-part reconstruction framework for signal recovery in compressed sensing (CS), where a fast algorithm is applied to provide partial recovery in Part 1, and a CS algorithm is applied to complete the residual problem in Part 2. Partitioning the reconstruction process into two complementary parts provides a natural trade-off between runtime and reconstruction quality. To exploit the advantages of the two-part framework, we propose a Noisy-Sudocodes algorithm that performs two-part reconstruction of sparse signals in the presence of measurement noise. Specifically, we design a fast algorithm for Part 1 of Noisy-Sudocodes that identifies the zero coefficients of the input signal from its noisy measurements. Many existing CS algorithms could be applied to Part 2, and we investigate approximate message passing (AMP) and binary iterative hard thresholding (BIHT). For Noisy-Sudocodes with AMP in Part 2, we provide a theoretical analysis that characterizes the trade-off between runtime and reconstruction quality. In a 1-bit CS setting where a new 1-bit quantizer is constructed for Part 1 and BIHT is applied to Part 2, numerical results show that the Noisy-Sudocodes algorithm improves over BIHT in both runtime and reconstruction quality." @default.
- W1993452022 created "2016-06-24" @default.
- W1993452022 creator A5024153474 @default.
- W1993452022 creator A5037316256 @default.
- W1993452022 creator A5064105969 @default.
- W1993452022 date "2014-12-01" @default.
- W1993452022 modified "2023-10-13" @default.
- W1993452022 title "Two-Part Reconstruction With Noisy-Sudocodes" @default.
- W1993452022 cites W1498636830 @default.
- W1993452022 cites W1667165204 @default.
- W1993452022 cites W1991468147 @default.
- W1993452022 cites W2022979445 @default.
- W1993452022 cites W2036488048 @default.
- W1993452022 cites W2054124223 @default.
- W1993452022 cites W2060430274 @default.
- W1993452022 cites W2076318216 @default.
- W1993452022 cites W2082029531 @default.
- W1993452022 cites W2086190841 @default.
- W1993452022 cites W2090842051 @default.
- W1993452022 cites W2094501628 @default.
- W1993452022 cites W2107086875 @default.
- W1993452022 cites W2112038498 @default.
- W1993452022 cites W2112405755 @default.
- W1993452022 cites W2112858600 @default.
- W1993452022 cites W2129857026 @default.
- W1993452022 cites W2135859872 @default.
- W1993452022 cites W2140466267 @default.
- W1993452022 cites W2140532408 @default.
- W1993452022 cites W2145096794 @default.
- W1993452022 cites W2150249649 @default.
- W1993452022 cites W2150991625 @default.
- W1993452022 cites W2164452299 @default.
- W1993452022 cites W2166659185 @default.
- W1993452022 cites W2245931033 @default.
- W1993452022 cites W2289917018 @default.
- W1993452022 cites W2296616510 @default.
- W1993452022 cites W2550925785 @default.
- W1993452022 cites W2951090971 @default.
- W1993452022 cites W2963322354 @default.
- W1993452022 cites W2964003909 @default.
- W1993452022 cites W2965130990 @default.
- W1993452022 cites W3098848552 @default.
- W1993452022 cites W3105033759 @default.
- W1993452022 doi "https://doi.org/10.1109/tsp.2014.2362892" @default.
- W1993452022 hasPublicationYear "2014" @default.
- W1993452022 type Work @default.
- W1993452022 sameAs 1993452022 @default.
- W1993452022 citedByCount "5" @default.
- W1993452022 countsByYear W19934520222016 @default.
- W1993452022 countsByYear W19934520222017 @default.
- W1993452022 countsByYear W19934520222018 @default.
- W1993452022 crossrefType "journal-article" @default.
- W1993452022 hasAuthorship W1993452022A5024153474 @default.
- W1993452022 hasAuthorship W1993452022A5037316256 @default.
- W1993452022 hasAuthorship W1993452022A5064105969 @default.
- W1993452022 hasBestOaLocation W19934520221 @default.
- W1993452022 hasConcept C104267543 @default.
- W1993452022 hasConcept C111919701 @default.
- W1993452022 hasConcept C11413529 @default.
- W1993452022 hasConcept C115961682 @default.
- W1993452022 hasConcept C124851039 @default.
- W1993452022 hasConcept C141379421 @default.
- W1993452022 hasConcept C154945302 @default.
- W1993452022 hasConcept C155512373 @default.
- W1993452022 hasConcept C191178318 @default.
- W1993452022 hasConcept C199360897 @default.
- W1993452022 hasConcept C2779843651 @default.
- W1993452022 hasConcept C2779898584 @default.
- W1993452022 hasConcept C33923547 @default.
- W1993452022 hasConcept C41008148 @default.
- W1993452022 hasConcept C48372109 @default.
- W1993452022 hasConcept C554190296 @default.
- W1993452022 hasConcept C70958404 @default.
- W1993452022 hasConcept C76155785 @default.
- W1993452022 hasConcept C94375191 @default.
- W1993452022 hasConcept C98045186 @default.
- W1993452022 hasConcept C99498987 @default.
- W1993452022 hasConceptScore W1993452022C104267543 @default.
- W1993452022 hasConceptScore W1993452022C111919701 @default.
- W1993452022 hasConceptScore W1993452022C11413529 @default.
- W1993452022 hasConceptScore W1993452022C115961682 @default.
- W1993452022 hasConceptScore W1993452022C124851039 @default.
- W1993452022 hasConceptScore W1993452022C141379421 @default.
- W1993452022 hasConceptScore W1993452022C154945302 @default.
- W1993452022 hasConceptScore W1993452022C155512373 @default.
- W1993452022 hasConceptScore W1993452022C191178318 @default.
- W1993452022 hasConceptScore W1993452022C199360897 @default.
- W1993452022 hasConceptScore W1993452022C2779843651 @default.
- W1993452022 hasConceptScore W1993452022C2779898584 @default.
- W1993452022 hasConceptScore W1993452022C33923547 @default.
- W1993452022 hasConceptScore W1993452022C41008148 @default.
- W1993452022 hasConceptScore W1993452022C48372109 @default.
- W1993452022 hasConceptScore W1993452022C554190296 @default.
- W1993452022 hasConceptScore W1993452022C70958404 @default.
- W1993452022 hasConceptScore W1993452022C76155785 @default.
- W1993452022 hasConceptScore W1993452022C94375191 @default.
- W1993452022 hasConceptScore W1993452022C98045186 @default.
- W1993452022 hasConceptScore W1993452022C99498987 @default.