Improving D-Optimal Sensor Placement for Bearing-Only Localization via Maximum-Entropy Reweighting
2026-05-13T08:51:40Z•3efd61480cbdb525cea7856e46d9119ad5e668c58db04629f87deb1b415a77cd
ANSI/AAMI EC13AirFLBluetoothD‑optimal designIEC 60601KL divergenceKrylov subspace','Lanczos iterations','extreme eigenvalues','3D‑LSTM‑DDPGNOMAarXivbeamformingbearing‑only localizationdiagonal loadingelectrical safetyfederated learningfluid antennaimperfect CSIimperfect SICleakage currentmaximum‑entropy reweightingmedical device validationsEMGsensor placementsignal processingwireless communications
What happened
Collection of arXiv submissions (13 May 2026) in signal processing and wireless communications. Key contributions include: a two-layer D‑optimal bearing‑only sensor placement method using KL‑minimizing particle reweighting to improve localization; a validation protocol for a low‑cost eight‑electrode sEMG wristband (IEC 60601 / ANSI/AAMI EC13 based) reporting low leakage currents and high correlation with a commercial system; a fluid‑antenna‑enabled hybrid NOMA and Over‑the‑Air Federated Learning (AirFL) network under imperfect CSI/SIC solved via LSTM‑DDPG; Lanczos/Krylov subspace acceleration/
Why it matters
A reviewed impact interpretation has not been published for this record.
Evidence and limitations
- Source ID
- arxiv_eess_sp
- Record identifier
- 3efd61480cbdb525cea7856e46d9119ad5e668c58db04629f87deb1b415a77cd
- Enrichment time
- 2026-05-13T08:51:40Z
- AI-assisted enrichment
- Yes
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