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VLC网络基于鞅论的时延QoS分析及优化研究
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Abstract:
可见光通信(VLC)技术，凭借其丰富的带宽资源、高效的传输性能以及节能环保的特性，已逐渐成为备受瞩目的绿色通信手段。本文依托排队论、有效带宽(EB)与有效容量(EC)理论，并结合鞅理论，针对通信网络的特点，将用户服务质量(QoS)的高效保障问题建模为一个在鞅域时延约束下的服务速率最小化问题。为解决这一问题，我们采用了蜜獾算法(HBA)进行求解。
Visible Light Communication (VLC) technology, leveraging its abundant bandwidth resources, high transmission efficiency, and environmentally friendly characteristics, has gradually emerged as a highly regarded green communication method. This paper relies on queueing theory, Effective Bandwidth (EB) and Effective Capacity (EC) theories, and incorporates martingale theory to model the efficient guarantee of User Quality of Service (QoS) as a problem of minimizing service rate under martingale-based delay constraints, tailored to the characteristics of communication networks. To address this issue, we employ the Honey Badger Algorithm (HBA) for solving it.
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