Pinching Antennas-Assisted Sensing: A Ziv-Zakai Bound (ZZB) Perspective
2026-07-02T08:51:40Z•29d61639b147b6b7c825dd34368138fd261c68e2a219b6ceb582209c423cf0b3
6G A2G channel modelingADC-aware trainingAFDM-ISACB2X networksDMARF sensingUAV communicationsZZBZiv–Zakai boundbeam trackingchirp compressiondynamic metasurface antennaend-to-end optimizationintegrated sensing and communicationsintellicise networksmedical device monitoringmeta-transfer learningmmWave beam alignmentmutual couplingone-bit ADCpacemaker RF sensingpinching antennasprivacy risksemantic networking
What happened
A curated collection of recent arXiv papers (wireless/ sensing/communications/AI) covering: (1) theoretical sensing bounds for pinching-antenna systems using the Ziv–Zakai bound (ZZB) to handle multimodal ambiguity; (2) ADC-aware end-to-end optimization of a dynamic metasurface antenna (DMA) with strong mutual coupling, showing one-bit ADC regimes require ADC-aware training and MC awareness for acceptable accuracy; (3) architectures and enabling technologies for large-scale intent/semantic-driven “intellicise” networks and Semantic-based Internet of Embodied Intelligence (SIoEI); (4) B2X (brai
Why it matters
A reviewed impact interpretation has not been published for this record.
Evidence and limitations
- Source ID
- arxiv_eess_sp
- Record identifier
- 29d61639b147b6b7c825dd34368138fd261c68e2a219b6ceb582209c423cf0b3
- Enrichment time
- 2026-07-02T08:51:40Z
- AI-assisted enrichment
- Yes
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