基于细胞吸引子选择机制的网络选择算法

随着无线通信技术的发展,物联网、车联网和体联网等同类型的无线网络之间共存、相互补充和异构融合。任何单一的通信技术不能完全满足人们对网络服务的多样化需求。如何在移动过程中选择可靠高效的网络连接成为学术和工业界的研究热点。基于细胞吸引子选择模型,提出了一种面向群体终端网络选择的决策方法,并通过车联网环境数值实验比较了该生物启发式决策方法与基于效用函数方法的性能,结果表明:基于细胞吸引子选择机制的生物启发式决策方法在网络选择决策中具有较好的性能。

Network selection algorithm based on cell attractor selection scheme

With the development of mobile communication, there are many different kinds of wireless networks, such as the internet of things, vehicular networks, and body networks. These mobile networks need the reliable seamless roaming among a multitude of access network technologies. Any single communication technology cannot satisfy the requirement of multi-kinds of network services. How to choose a stable network in the moving environment has become a hot subject in the academic field and industry. A network selection algorithm based on the attractor selection is proposed in this paper. In order to demonstrate the strengths in bio-inspired mechanism and provide a deep insight into the difference between attractor selection based and utility function based solutions, a group decision making method for vehicular network selection is proposed in our work. In addition, simulation experiment is performed to verify as well as to highlight the potential of bio-inspired solution based on attractor selection.