Lightweight Quantum Agent for Edge Systems: Joint PQC and NOMA Resource Allocation
2026-04-30T08:51:46Z•510c6c9e62b6acd91f2f9085c68b3626e275ce0c9006a27d5abb95478cb70af6
3GPP ISACAirCompLyapunov optimizationMIMO optimizationNOMAPQC energyRSSI estimation','vision-based sensing','transformer fusion','m‑Sig-ISCCUAV detectioncollusion resilienceedge computingfederated learninggroupwise keysinformation-theoretic securitylinear-complexity algorithmsmovable antennasmulti-TRPmulti-server aggregationmutual couplingover-the-air computationpost-quantum cryptographyprivacysecure aggregationsensing overheadtrust-region methods
What happened
This document is an arXiv RSS batch (math_it / related comms/ML topics) containing multiple new papers. Key contributions: (1) "Lightweight Quantum Agent for Edge Systems" models energy overhead of post-quantum cryptography (PQC) in NOMA-enabled edge devices, formulates a multi-stage stochastic MINLP with PQC power constraints and proposes a Lyapunov-based decoupling plus a linear-complexity O(N) NOMA power-allocation algorithm yielding large runtime speedups vs. SCA. (2) "Multi-TRP Assisted UAV Detection in 3GPP 5G-Advanced ISAC Network" provides a system-level study of multi-transmission-rev
Why it matters
A reviewed impact interpretation has not been published for this record.
Evidence and limitations
- Source ID
- arxiv_math_it
- Record identifier
- 510c6c9e62b6acd91f2f9085c68b3626e275ce0c9006a27d5abb95478cb70af6
- Enrichment time
- 2026-04-30T08:51:46Z
- AI-assisted enrichment
- Yes
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