Sciweavers

75 search results - page 2 / 15
» Message passing algorithms and improved LP decoding
Sort
View
NIPS
2008
13 years 6 months ago
Improved Moves for Truncated Convex Models
We consider the problem of obtaining the approximate maximum a posteriori estimate of a discrete random field characterized by pairwise potentials that form a truncated convex mod...
M. Pawan Kumar, Philip H. S. Torr
CORR
2008
Springer
84views Education» more  CORR 2008»
13 years 5 months ago
Message-Passing Decoding of Lattices Using Gaussian Mixtures
A belief-propagation decoder for low-density lattice codes, which represents messages explicitly as a mixture of Gaussians functions, is given. In order to prevent the mixture elem...
Brian M. Kurkoski, Justin Dauwels
ECCV
2010
Springer
13 years 7 months ago
Towards More Efficient and Effective LP-based algorithms for MRF Optimization
This paper proposes a framework that provides significant speed-ups and also improves the effectiveness of general message passing algorithms based on dual LP relaxations. It is ap...
ICC
2007
IEEE
147views Communications» more  ICC 2007»
13 years 11 months ago
VLSI Architectures for Layered Decoding for Irregular LDPC Codes of WiMax
— We present a new multi-rate architecture for decoding irregular LDPC codes in IEEE 802.16e WiMax standard. The proposed architecture utilizes the value–reuse property of offs...
Kiran K. Gunnam, Gwan S. Choi, Mark B. Yeary, Moha...
CORR
2011
Springer
191views Education» more  CORR 2011»
13 years 13 days ago
A Message-Passing Receiver for BICM-OFDM over Unknown Clustered-Sparse Channels
We propose a factor-graph-based approach to joint channel-estimationand-decoding of bit-interleaved coded orthogonal frequency division multiplexing (BICM-OFDM). In contrast to ex...
Philip Schniter