智慧城市
计算机科学
垃圾
无线传感器网络
边缘计算
物联网
嵌入式系统
微控制器
智能传感器
GSM演进的增强数据速率
实时计算
计算机网络
电信
程序设计语言
作者
Yujie Zhu,Gangyong Jia,Guangjie Han,Zeren Zhou,Mohsen Guizani
标识
DOI:10.1109/iwcmc.2019.8766748
摘要
The intelligent treatment of urban garbage is an important component of creating a smart city and also solves several problems associated with urban garbage. Many traditional garbage cans are widely distributed, resulting in a waste of human and material resources, untimely government. Therefore, in this paper, we propose an intelligent system based on edge computing and the narrow-band Internet of things (NB-IoT) for monitoring smart trash cans (STCs). The deployed intelligent garbage cans are distributed throughout the city and are equipped with a variety of sensors, including a compression sensor, a location sensor, an infrared sensor, and an alarm sensor. The data sent from the smart bins are preprocessed through edge nodes for data classification and priority transmission, which reduces the required network transmission bandwidth and the computational tasks at the centralized data center. The NB-IoT is a narrow-band communication technology with low power consumption, wide coverage, low cost, and large capacity. The experimental results show that the proposed STC system shows good system performance, and allows for intelligent management of garbage in smart cities.
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