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Found 7 papers, 1 papers with code
Distributed Memory Approximate Message Passing
Approximate message passing (AMP) algorithms are iterative methods for signal recovery in noisy linear systems.
Low-Complexity Memory AMP Detector for High-Mobility MIMO-OTFS SCMA Systems
Efficient signal detectors are rather important yet challenging to achieve satisfactory performance for large-scale communication systems.
Algebra of L-banded Matrices
Damping is commonly employed to ensure the convergence of iterative algorithms.
Sufficient Statistic Memory Approximate Message Passing
Approximate message passing (AMP) type algorithms have been widely used in the signal reconstruction of certain large random linear systems.
Sufficient-Statistic Memory AMP
Given an arbitrary MAMP, we can construct an SS-MAMP by damping, which not only ensures the convergence of the state evolution, but also preserves the orthogonality, i. e., its dynamics can be correctly described by state evolution.
Memory Approximate Message Passing
Approximate message passing (AMP) is a low-cost iterative parameter-estimation technique for certain high-dimensional linear systems with non-Gaussian distributions.
