Contextual Memory-Enhanced Source Coding for Low-SNR Communications

2026-05-07T08:51:47Z2fefe335fe02abb1cb945f2666dad5b1830bd65474e256c34b909c9bd549239d
CF-mMIMOGrassmannian-constellationsISACLLM-probability-estimationMASCPSSRPUMAS-OptSlepian-WolfZ-Optage-of-information','deterministic-identificationchannel-codingconcatenated-codesdistributed-compressionfluid-antenna-systemsinformation-theorylocally-repairable-codesmutual-information-securityprivate-information-retrievalring-gossipsoft-random-geometric-graphssource-codingsource-encryptionstrong-converseuniversal-coding

What happened

Batch of recent arXiv submissions (information theory / communications) covering new methods in source and channel coding, constellation design, distributed storage, compression of random graphs, encryption-theoretic source coding, antenna/array architectures, ISAC topologies, gossip-age analysis, private retrieval, and identification capacity. Key contributions include: a Memory-Augmented Source Coding (MASC) scheme (shared Parameterized Contextual Memory + Mixture-of-Memory-Experts Router) to make SSCC robust to residual channel errors and LLM-based probability estimation; S-Opt and Z-Opt 2D

Why it matters

A reviewed impact interpretation has not been published for this record.

Evidence and limitations

Source ID
arxiv_math_it
Record identifier
2fefe335fe02abb1cb945f2666dad5b1830bd65474e256c34b909c9bd549239d
Enrichment time
2026-05-07T08:51:47Z
AI-assisted enrichment
Yes

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Record · Contextual Memory-Enhanced Source Coding for Low-SNR Communications · Baitaphish