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20102025
most citedScalable Multi-Output Label Prediction: From Classifier Chains to Classifier Trellises

84 citations · 394 across the 35 of their papers we have counts for

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Showing cs.ITShow all

14 papers · 1 filter

cs.IT2019★ 7 cited

On Generalized LDPC Codes for 5G Ultra Reliable Communication

Yanfang Liu, Pablo M. Olmos, David G. M. Mitchell

Generalized low-density parity-check (GLDPC) codes, where single parity-check (SPC) constraint nodes are replaced with generalized constraint (GC) nodes, are a promising class of c…

cs.IT2019★ 39 cited

Probabilistic MIMO Symbol Detection with Expectation Consistency Approximate Inference

Javier Cépedes, Pablo M. Olmos, Matilde Sánchez-Fernández +1

In this paper we explore low-complexity probabilistic algorithms for soft symbol detection in high-dimensional multiple-input multiple-output (MIMO) systems. We present a novel alg…

cs.IT2019★ 15 cited

Spatially Coupled Generalized LDPC Codes: Asymptotic Analysis and Finite Length Scaling

David G. M. Mitchell, Pablo M. Olmos, Michael Lentmaier +1

Generalized low-density parity-check (GLDPC) codes are a class of LDPC codes in which the standard single parity check (SPC) constraints are replaced by constraints defined by a li…

cs.IT2017★ 15 cited

A Probabilistic Peeling Decoder to Efficiently Analyze Generalized LDPC Codes Over the BEC

Yanfang Liu, Pablo M. Olmos, Tobias Koch

In this paper, we analyze the tradeoff between coding rate and asymptotic performance of a class of generalized low-density parity-check (GLDPC) codes constructed by including a ce…

cs.IT2016★ 10 cited

Continuous Transmission of Spatially-Coupled LDPC Code Chains

Pablo M. Olmos, David G. M. Mitchell, Dmitri Truhachev +1

We propose a novel encoding/transmission scheme called continuous chain (CC) transmission that is able to improve the finite-length performance of a system using spatially-coupled…

cs.IT2016

Finite-length scaling based on belief propagation for spatially coupled LDPC codes

Markus Stinner, Luca Barletta, Pablo M. Olmos

The equivalence of peeling decoding (PD) and Belief Propagation (BP) for low-density parity-check (LDPC) codes over the binary erasure channel is analyzed. Modifying the scheduling…