Title
A Process Innovation Mode Of Semiconductor Integrated Circuit Products Based On The Integration Of Internet Of Things And Sensing Big Data
Abstract
OBJECTIVE: At present, Internet of things (IoT) technologies such as radio frequency identification devices (RFID) have been widely used. In such context, manufacturing industries of semiconductor integrated circuits have gradually realised that it is necessary to integrate IoT technologies such as RFID with other systems of technologies. The research provides a new idea for the deep integration of IoT technologies including RFID with new-generation information technologies (IT) such as big data and deep learning and drives IoT technologies to develop with multiple functions and diverse types.DESIGN, METHODOLOGY, and APPROACH: The research takes the manufacturing enterprises of semiconductor integrated circuits as the objects and integrates IoT technologies involving RFID and intelligent sensors with new-generation IT technologies such as big data, sensing database, deep learning, knowledge discovery, etc. On this basis, a process innovation mode based on the integration of IoT and sensing big data is established. Based on the characteristics of sensing big data of enterprises manufacturing semiconductor integrated circuits, the innovation mode is designed in three stages including: data integration and fusion, data optimisation and modelling, and data application. Moreover, the system architecture, key technologies, modelling process, and algorithm design are also analysed.FINDINGS: A process innovation mode of semiconductor integrated circuit products based on the integration of IoT and sensing big data is provided.
Year
DOI
Venue
2019
10.3233/RFT-180105
INTERNATIONAL JOURNAL OF RF TECHNOLOGIES-RESEARCH AND APPLICATIONS
Keywords
DocType
Volume
Process innovation mode, semiconductor integrated circuit product, sensing big data, internet of things
Journal
10
Issue
ISSN
Citations 
3-4
1754-5730
0
PageRank 
References 
Authors
0.34
0
6
Name
Order
Citations
PageRank
Yin Huang100.34
Shumin Huang200.34
YiChen Zhang32610.72
Sishi Sheng400.34
Xue Yang500.34
Runda Liu600.34