The Evaluation of IEEE 802.11ah Performance Based on the Effect of Mobility, Node's Number, and Traffic Using the Markov Chain Model

Tengku Ahmad Riza, D. Gunawan, A. S. Arifin
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Abstract

The Internet of Things (IoT) is currently growing rapidly and one of the technologies supporting it is wireless fidelity (Wi-Fi) standard IEEE 802.11ah. This technology supports mobility and has a large number of nodes or devices with small energy consumption; hence it is capable of functioning for a long time. In this study, three work scenarios were proposed, namely 1) the mobility, which involves changing the distance between the access point (AP) and the nodes, 2) changing the node’s number, and 3) testing the variations in traffic by changing the collision possibilities and the RAW (Restricted Access Window) (the full title). slot duration in order to analyze the IEEE 802.11ah network performance parameters. The results showed that there was a decrease in throughput, an increase in energy consumption, and a delay due to changes in the nodes’ number and movement/mobility. Also, the variation in traffic by changing the collision probability causes a change in throughput, hence when the collision probability is large, the throughput decreases, while the delay value increases, and vice versa. In conclusion, this study proved that changes in the nodes’ number, movement/mobility, and traffic collision probability affected the IEEE 802.11ah network's performance in throughput, delay, and energy consumption parameters.
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基于移动性、节点数量和流量影响的IEEE 802.11ah性能评价
物联网(IoT)目前发展迅速,支持它的技术之一是无线保真度(Wi-Fi)标准IEEE 802.11ah。该技术支持移动性,节点或设备数量多,能耗小;因此,它能够长时间发挥作用。本研究提出了三种工作场景,即1)移动性,即改变接入点(AP)与节点之间的距离;2)改变节点数量;3)通过改变碰撞可能性和RAW (Restricted access Window)(全文)来测试流量的变化。以分析IEEE 802.11ah网络性能参数。结果表明,由于节点数量和移动/移动性的变化,吞吐量下降,能耗增加,延迟。同时,通过改变碰撞概率引起的流量变化也会引起吞吐量的变化,当碰撞概率较大时,吞吐量降低,延迟值增大,反之亦然。综上所述,本研究证明了节点数量、移动/移动性和流量冲突概率的变化会影响IEEE 802.11ah网络在吞吐量、延迟和能耗参数方面的性能。
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