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Delay-aware resource allocation scheme for heterogeneous multi-radio access system based on Lyapunov optimization

机译:基于李雅普诺夫优化的异构多无线电接入系统时延感知资源分配方案

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A delay-aware resource allocation algorithm for the heterogeneous multi-radio access (MRA) system, where multiple mobile terminals are served by long term evolution (LTE) and wireless local area network (WLAN) access technologies, is proposed in this paper. Taking both the queue dynamics and physical layer metrics into account when modeling the problem, the algorithm is designed to stabilize all queues while minimizing the total power consumption by minimizing the upper bound of the drift-plus-penalty expression based on Lyapunov optimization theory. Dividing the primary mixed integer programming problem into two sub-problems, the close-form suboptimal solution can be obtained through the standard techniques of the convex minimization with relatively low complexity. The simulation results show that a fundamental improvement in terms of delay performance can be achieved by the proposed algorithm compared with the conventional algorithm based on the sum-rate maximization.
机译:提出了一种针对异构多无线电接入(MRA)系统的延迟感知资源分配算法,该系统通过长期演进(LTE)和无线局域网(WLAN)接入技术为多个移动终端提供服务。在对问题进行建模时,同时考虑了队列动态性和物理层指标,该算法旨在根据Lyapunov优化理论,通过最小化漂移加罚分表达式的上限,稳定所有队列,同时最大程度地降低总功耗。将主要的混合整数规划问题分为两个子问题,可以通过凸极小化的标准技术以相对较低的复杂度获得闭合形式的次优解。仿真结果表明,与基于和率最大化的传统算法相比,该算法可以实现时延性能的根本改善。

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