针对宠物临时无人监护所带来的饮食、安全和健康等一系列问题,结合物联网与神经网络等技术,对面向宠物的智能化养护系统进行了研究,该系统基于无线传感网ZigBee技术和云端服务平台,实现了宠物健康信息与生活环境的实时监测、健康数据的智能分析及养护建议的精准推送。对宠物智能云养护系统的总体架构、软硬件系统的具体设计进行了深入研究,并通过实际部署与性能测试,实验表明该系统运行稳定可靠,数据分析准确率达到92%以上,能有效解决当前宠物无人监护的养护难题。
Abstract
Aiming at a series of problems such as diet, safety and health caused by the temporary absence of pet guardianship, this paper combines technologies such as the Internet of Things and neural networks to conduct research on an intelligent pet care system. Based on the ZigBee technology of the wireless sensor network and the cloud service platform, this system realizes the real-time monitoring of pet health information and living environment, the intelligent analysis of health data, and the accurate push of care suggestions. This paper makes an in-depth study on the overall architecture of the intelligent cloud-based pet care system and the specific design of software and hardware systems. Through practical deployment and performance testing, the experiment shows that the system operates stably and reliably with an accuracy rate of over 92% in data analysis, and can effectively solve the problem of pet care in the absence of guardianship.
关键词
宠物养护 /
智能云 /
ZigBee /
无线传感网络 /
云平台 /
Android
Key words
pet care /
intelligence cloud /
ZigBee /
wireless sensor network /
cloud platform /
Android
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基金
国家级大学生创新创业训练项目资助,项目编号:202310350020, 2024103500050