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Cross-Layer Adaptive Techniques for Throughput Enhancement in Wireless OFDM-Based Networks

机译:基于无线OFDM的网络中用于吞吐量增强的跨层自适应技术

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Although independent consideration of layers simplifies wireless system design, it is inadequate since: 1) it does not consider the effect of co-channel user interference on higher layers; 2) it does not address the impact of local adaptation actions on overall performance; and 3) it attempts to optimize performance at one layer while keeping parameters of other layers fixed. Cross-layer adaptation techniques spanning several layers improve performance and provide better quality of service for users across layers. In this study, we consider a synergy between the physical and access layers and address the joint problem of channel allocation, modulation level, and power control in a multicell network. Since performance is determined by channel reuse, it is important to handle co-channel interference appropriately by constructing co-channel user sets and by assigning transmission parameters so that achievable system rate is maximized. The problem is considered for orthogonal frequency-division multiplexing, which introduces novel challenges to resource allocation due to different quality of subcarriers for users and existing transmit power constraints. We study the structure of the problem and present two classes of centralized heuristic algorithms. The first one considers each subcarrier separately and sequentially allocates users from different base stations in the subcarrier based on different criteria, while the second is based on water-filling across subcarriers in each cell. Our results show that the first class of heuristics performs better and quantify the impact of different parameters on system performance.
机译:尽管对层的独立考虑简化了无线系统设计,但这是不足的,因为:1)它不考虑同信道用户干扰对更高层的影响; 2)它没有解决本地适应行动对整体绩效的影响; 3)尝试在保持另一层参数不变的同时优化一层性能。跨多个层的跨层自适应技术可提高性能,并为跨层用户提供更好的服务质量。在这项研究中,我们考虑了物理层和接入层之间的协同作用,并解决了多小区网络中的信道分配,调制级别和​​功率控制的共同问题。由于性能是由信道重用决定的,因此重要的是通过构建同信道用户集并分配传输参数来适当地处理同信道干扰,以使可实现的系统速率最大化。正交频分复用考虑了该问题,由于用户子载波的质量不同以及现有的发射功​​率限制,正交频分复用给资源分配带来了新的挑战。我们研究了问题的结构,并提出了两类集中式启发式算法。第一个单独考虑每个子载波,并基于不同的标准在该子载波中依次分配来自不同基站的用户,而第二个基于每个小区中子载波之间的注水。我们的结果表明,第一类启发式算法性能更好,并且可以量化不同参数对系统性能的影响。

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