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IEICE Trans

Keyword : approximate message-passing

Deep Learning of Damped AMP Decoding Networks for Sparse Superposition Codes via Annealing
Toshihiro YOSHIDA Keigo TAKEUCHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2023/03/01
Vol. E106-A  No. 3 ; pp. 414-421
Type of Manuscript:  Special Section PAPER (Special Section on Information Theory and Its Applications)
Category: Communication Theory and Signals
Keyword: 
sparse superposition codes, approximate message-passing, damping, deep unfolding, annealing, 
 Summary | Full Text:PDF
Expectation Propagation Decoding for Sparse Superposition Codes
Hiroki MAYUMI Keigo TAKEUCHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2020/12/01
Vol. E103-A  No. 12 ; pp. 1666-1669
Type of Manuscript:  LETTER
Category: Coding Theory
Keyword: 
sparse superposition codes, orthogonal frequency division multiplexing (OFDM), discrete Fourier transform (DFT) dictionary, approximate message-passing, expectation propagation, 
 Summary | Full Text:PDF