In Japan, Society 5.0 has been promoted by the government, which aims at integrating cyberspace and physical spaceto realize better and sophisticated societies, communities, industry and economy. Towardssuch a society, weneed to acquire more informationfrom the physical space for higher level of context recognition and understanding of real-world objects and phenomena, and consequently thenumber of such sensors will increase and the amountof information which they sense will also increase. Accordingly, the data analysis is conducted in remote locations (e.g. cloud servers) and the data collection cost might be a primary issue. Besides, it would not be ignorable as machinelearning generally incurssignificant workload atthe cloud servers. Inthistalk, our smartsensing approachesthat involveedge computing concept are introduced toshow how these approaches addressthose issues in differentsmart city applications.
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