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• W2892280452 abstract "We consider binary spatially coupled (SC) low density measurement matrices for low complexity reconstruction of sparse signals via the interval passing algorithm (IPA). The IPA is known to fail due to the presence of harmful sub-structures in the Tanner graph of a binary sparse measurement matrix, so called termatiko sets. In this work we construct array-based (AB) SC sparse measurement matrices via algebraic lifts of graphs, such that the number of termatiko sets in the Tanner graph is minimized. To this end, we show for the column-weight-three case that the most critical termatiko sets can be removed by eliminating all length-12 cycles associated with the Tanner graph, via algebraic lifting. As a consequence, IPA-based reconstruction with SC measurement matrices is able to provide an almost error free reconstruction for significantly denser signal vectors compared to uncoupled AB LDPC measurement matrices." @default.
• W2892280452 created "2018-09-27" @default.
• W2892280452 creator A5021311010 @default.
• W2892280452 creator A5073928240 @default.
• W2892280452 date "2018-11-01" @default.
• W2892280452 modified "2023-09-27" @default.
• W2892280452 title "Algebraic Optimization of Binary Spatially Coupled Measurement Matrices for Interval Passing" @default.
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• W2892280452 doi "https://doi.org/10.1109/itw.2018.8613339" @default.
• W2892280452 hasPublicationYear "2018" @default.
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