智能物联网AIoT研究综述

被引:147
作者
吴吉义 [1 ]
李文娟 [2 ]
曹健 [3 ]
钱诗友 [3 ]
张启飞 [4 ]
BUYYA Rajkumar [5 ]
机构
[1] 浙江省人工智能学会
[2] 杭州师范大学钱江学院
[3] 上海交通大学计算机科学与工程系
[4] 浙江大学软件学院
[5] 墨尔本大学云计算与分布式系统CLOUDS实验室
基金
国家重点研发计划;
关键词
智能物联网; 云边端混合计算框架; AI融合IoT应用; 研究方向;
D O I
暂无
中图分类号
TN929.5 [移动通信]; TP391.44 [];
学科分类号
080804 [电力电子与电力传动];
摘要
智能物联网(artificial intelligence of things,AIoT)是人工智能与物联网技术相融合的产物,这一新兴概念在智慧城市、智能家居、智慧制造、无人驾驶等领域得到了广泛应用。然而AIoT相关技术研究仍处于初级阶段,存在大量问题和挑战。首先简述了AIoT技术产生的背景,明晰其定义和应用场景。以此为契机,构建了一个新型的面向智能信息处理的云边端融合AIoT架构。在给出AIoT研究体系的基础上,详细探讨并比较了其各组成技术模块,包括AI融合IoT数据采集、复杂事件处理及协同、云边端融合研究、AI融合IoT安全及隐私保护和AI融合应用服务等方面的研究现状和解决方案。最后,论述了AIoT未来的研究方向和发展趋势。
引用
收藏
页码:1 / 17
页数:17
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