Mobility assisted device-to-device communications underlaying cellular networks

Chuhan Gao, Yong Li, Depeng Jin
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引用次数: 6

Abstract

With the explosive growth of mobile data demands for local services, device-to-device (D2D) communication is proposed as a vital technology for next generation cellular network to enhance the transmission capacity. With the popularity of content-based mobile applications, popular content downloading can be optimized by allowing D2D communications to share the content with each other. Such improvements depend on effective and efficient solutions for the D2D technical problems of mode selection and resource allocation. Existing works dealing with these technical problems usually stand in the viewpoint of some network snapshots with fixed topology of static mobile users to optimization the instantaneous resource utilization. In this paper, from an angle of dynamic networks, we consider the mode selection and resource allocation problems for D2D communication underlaying cellular network with opportunistic change of users' location by fully exploiting their mobility patterns to achieve global optimization. By formulating the above process-oriented optimization problems, we introduce a utility function and contention graph based approaches, termed MAD2D (Mobility assisted D2D), to heuristically solve them effectively. Through extensive simulations, we demonstrate MAD2D greatly enhanced the system performance compared with the state-of-the-art solutions.
移动性辅助了蜂窝网络底层的设备对设备通信
随着本地业务对移动数据需求的爆炸式增长,设备到设备(device-to-device, D2D)通信被提出作为下一代蜂窝网络增强传输能力的一项重要技术。随着基于内容的移动应用程序的普及,可以通过允许D2D通信彼此共享内容来优化流行内容的下载。这种改进依赖于D2D模式选择和资源分配等技术问题的有效和高效的解决方案。处理这些技术问题的现有工作通常站在静态移动用户具有固定拓扑的一些网络快照的角度,以优化瞬时资源利用率。本文从动态网络的角度出发,通过充分利用移动用户的移动模式实现全局优化,研究了基于蜂窝网络的D2D通信在用户位置机会性变化情况下的模式选择和资源分配问题。通过阐述上述面向过程的优化问题,我们引入了一种基于效用函数和争用图的方法,称为MAD2D(移动性辅助D2D),以启发式有效地解决这些问题。通过大量的仿真,我们证明MAD2D与最先进的解决方案相比大大提高了系统性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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