标题: 在蜂巢网路的物联网通讯网路下之能量效益群组传输
Energy-Efficient Group Based Algorithm for Internet of Things in Cellular Networks
作者: 曾士华
黄经尧
Tseng, Shih-Hua
Huang, Ching-Yao
电子工程学系 电子研究所
关键字: 分群;物联网;grouping;clustering;M2M;IOT
公开日期: 2016
摘要: 在网路通讯中,群组传输系统被广泛用来解决降低能量消耗、资源分配以及提升服务品质等问题。在未来的物联网网路通讯中,我们可以藉由分群演算法去寻找出适合的协调者达到较佳传输路径。目前提出的演算法考虑了一种拥有群组传输也同时具备直接传输的复合式系统并且利用装置的位置做结构式分群,每个装置先根据环纹公式决定是否进行直接传输,不直接传输的装置则利用演算法找到适合装置的协调者,藉由每个装置皆找到适合自己的传输路径,进而使系统达到较佳的结果。在这篇论文中,由于装置皆靠装备的电池供应能量,所以主要关注的议题为系统的能量消耗,并且提出演算法解决之前的问题以及降低系统的能量消耗。另外,群组数量为分群演算法大难题之一,然而此演算法可令系统在分组的过程中自行收敛到一个特定的组数,此数依系统中的装置数量以及装置分布而定。
In the wireless communication network, group based system is used for energy saving, resource allocation and quality of service. In the internet of things network, we can use grouping algorithm to let the machine find the suitable coordinator by itself. We consider a hybrid system with direct transmission and group transmission and do hierarchical grouping based on the position of the devices. Each device decide if transmit data directly based on the ring pattern formulation. The devices which locate outside the ring will find the suitable coordinator by the grouping algorithm. With each devices finding the suitable transmission path, the system will get the better performance. In the thesis, each device consumes the energy which is provided by equipped battery. That means, the energy is limited, so we focus on the system energy consumption and propose the algorithm to solve the previous problem and reduce the system energy consumption. Further, the amount of the group is one of the major problems in grouping algorithm. However, the algorithm can let the system decide the exact group number by itself based on the number and distribution of devices.
URI: http://etd.lib.nctu.edu.tw/cdrfb3/record/nctu/#GT070250296
http://hdl.handle.net/11536/142040
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