Lightweight Quantum Agent for Edge Systems: Joint PQC and NOMA Resource Allocation
In the context of quantum secure scenarios, existing research on mobile edge devices and intelligent computing and edge (ICE) systems based on the Non-Orthogonal Multiple Access (NOMA) communication model have overlooked the energy consumption overhead of Post-Quantum Cryptography (PQC) modules, and the high complexity of traditional resource allocation algorithms fails to meet the demands of real-time decision-making. To address these challenges, this paper proposes a lightweight agentic AI framework designed for online joint optimization within ICE-enabled mobile devices. The scheme constructs a multi-stage stochastic Mixed Integer Nonlinear Programming (MINLP) model that incorporates s...
| Authors | Yongtao Yao, Wenjing Xiao, Miaojiang Chen et al. |
|---|---|
| Primary category | cs.IT |
| Published | 28 April 2026 |
| Last updated at source | 28 April 2026 |
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