OFDMA网络中具有安全需求的流量控制和资源分配策略

Xingzheng Zhu, Jianting Yue, Bo Yang, X. Guan
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引用次数: 5

摘要

基于ofdma的网络在实现整体吞吐量最大化方面表现出色,同时,为了满足日益增长的机密数据传输需求,安全需求问题也受到关注。然而,根据信息理论,安全传输不希望对抗更大的流量,因此期望一个权衡来平衡这两个问题。本文考虑了OFDMA网络下行链路中所有用户都要求从基站进行安全传输,但包括功率和子载波在内的资源是有限的,因此适当的资源分配策略可以发挥重要作用。动态排队和Lyapunov优化是这个过程中的两个亮点。我们利用动态队列,因此仅网络的瞬时状态就足够了,这有利于更容易实现。另一方面,通过Lyapunov优化,我们也证明了我们的算法可以获得非常接近最优的流量入口性能。应用此策略可以显著降低计算复杂度,但仍然执行接近最优。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Flow rate control and resource allocation policy with security demands in OFDMA networks
OFDMA-based network performs well in maximizing the overall throughput, and meanwhile, problems with security requirements are focused to satisfy the increasing needs of confidential data transmissions. According to information theory, however, secure transmission undesirably antagonizes larger flow rate, thus a tradeoff is expected to balance these two matters. In this paper, we consider a downlink situation in OFDMA network, where all users request secure transmission from the base station yet the resources including power and subcarriers are limited such that an appropriate policy on resource allocation can play an instrumental role. Dynamic queueing and Lyapunov optimization are two highlights in this process. We utilize dynamic queueing so that merely instantaneous state of the network is enough, which is advantageous for easier implementations. On the other hand, by the means of Lyapunov optimization, we also prove our algorithm can obtain a performance of flow rate admission extremely close to the optimal. Applying this policy can reduce computational complexity significantly but still perform close to optimality.
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