TGSD: Topology-Guided State-Space Diffusion for EEG Spatial Super-Resolution
2026-06-04T08:51:58Z•9e28191a9e29d7dff85d96538a37481e2803477a20d9662ce77f25140bc7f0cf
Airy-beamBayesian-inferenceEEGEM-AMPISACMLLMsRoot-MUSICUAV-localizationUUVbeamformingchannel-reconstructiondiffusion-modelsfluid-antennagenerative-modelslocalizationneural-fieldnon-asymptotic-boundssemantic-communicationspatial-super-resolutionspectral-estimationstate-space-modelingterahertztrue-time-delayunderwater-acousticswearable-EEG
What happened
This record is an arXiv eess_sp feed (multiple new submissions) covering signal-processing and communications research. Key contributions include: TGSD — a topology-guided state-space diffusion method for EEG spatial super-resolution (improves dense EEG reconstruction from sparse wearable sensors); Airy beam dispersion analysis and a TTD-assisted beamforming scheme for near-field wideband terahertz links; GS-EM-AMP — a geometry-structured Bayesian channel reconstruction method for conventional and fluid antenna systems; a sharp non-asymptotic analysis of Root‑MUSIC (explicit error bounds and a
Why it matters
A reviewed impact interpretation has not been published for this record.
Evidence and limitations
- Source ID
- arxiv_eess_sp
- Record identifier
- 9e28191a9e29d7dff85d96538a37481e2803477a20d9662ce77f25140bc7f0cf
- Enrichment time
- 2026-06-04T08:51:58Z
- AI-assisted enrichment
- Yes
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