Evolutionary radio resource management in distributed femtocell networks

Shangjing Lin, Wei Ni, Hui Tian, R. Liu
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引用次数: 2

Abstract

Femtocells are an integrating part of future cellular systems, where radio resource management is a challenge due to unbalanced backhaul delays and the hotspot nature of femtocells. We propose a new game theoretic framework, where the channel allocation and transmit powers evolve in a distributed manner, adapting to femtocells' topology and traffic demands. The key idea is to cast femtocells' clustering as an evolutionary game, where the femtocells independently switch to less interfered clusters. Within each cluster, we design a non-cooperative game to implement power control in the absence of centralized coordination. Simulations show that our approach is effective for timely interference mitigation and reliable topology management. The stability and scalability of our approach are also demonstrated.
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分布式飞蜂窝网络中的演化无线电资源管理
飞蜂窝是未来蜂窝系统的一个组成部分,由于不平衡的回程延迟和飞蜂窝的热点特性,无线电资源管理是一个挑战。我们提出了一种新的博弈论框架,其中信道分配和发射功率以分布式方式发展,以适应飞蜂窝的拓扑结构和业务需求。其关键思想是将飞蜂窝的群集视为一种进化游戏,其中飞蜂窝独立地切换到干扰较少的群集。在每个集群中,我们设计了一个非合作博弈来实现在没有集中协调的情况下的权力控制。仿真结果表明,该方法能够有效地实现实时干扰抑制和可靠的拓扑管理。该方法的稳定性和可扩展性也得到了验证。
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