Research on Smart Home Security System Based on BP Neural Network Information Fusion

被引：0

作者：

Wang, Yongliang ^{[1
]}

Lv, Huimin ^{[1
]}

Zhang, Qi ^{[2
]}

Wang, Pengfei ^{[3
]}

Yan, Daliang ^{[1
]}

Lu, Dengcheng ^{[4
]}

机构：

[1] Tianjin Univ Technol & Educ, Tianjin Key Lab Informat Sensing & Intelligent Co, Tianjin, Peoples R China

[2] Hangzhou Xiaoshan Technician Coll, Hangzhou, Zhejiang, Peoples R China

[3] Jiaxing Technician Inst, Jiaxing, Zhejiang, Peoples R China

[4] Tianjin Univ Technol & Educ, Tianjin, Peoples R China

来源：

2018 CHINESE AUTOMATION CONGRESS (CAC) | 2018年

关键词：

BP neural network; information fusion; smart home security system;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

At present, the research of smart home security system has become one of the key research directions of smart home system. It is necessary to detect and judge the security of the home in real time through the system, so as to avoid the occurrence of unexpected disasters. This paper first studies and designs the overall scheme of security system in smart home. Then using the BP neural network information fusion to predict and analyze the safety system. Finally the predicted value compares with the expected value. The results show that the BP neural network information fusion can more accurately analyze the safety of smart home, which is conducive to further research and application of smart home security system.

引用

页码：1381 / 1384

页数：4

共 50 条

[21] Research on Group Risk Security Decision Based on BP Neural Network Algorithm
Wang, Yue
Lu, Na
2019 5TH INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND MATERIAL APPLICATION, 2020, 440
[22] Evaluation of Network Security State of Industrial Control System Based on BP Neural Network
Zhang, Daojuan
Zhang, Peng
Wang, Wenhui
Jin, Minghui
Xiao, Fei
2022 4th World Symposium on Artificial Intelligence, WSAI 2022, 2022, : 1 - 8
[23] Traffic Data Fusion Research Based On Numerical Optimization BP Neural Network
Gu Yuanli
Wang Xingchuan
Xu Jianxiang
APPLIED SCIENCE, MATERIALS SCIENCE AND INFORMATION TECHNOLOGIES IN INDUSTRY, 2014, 513-517 : 1081 - 1087
[24] Research on Remote Sensing Image Recognition Based on BP Network Information Fusion
Wei, Wang
Wei, Du
2010 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2010), VOL 2, 2010, : 239 - 241
[25] Research of Traffic Flow Forecasting Based on the Information Fusion of BP Network Sequence
Zhang, Wei
Xiao, Ridong
Deng, Jing
INTELLIGENCE SCIENCE AND BIG DATA ENGINEERING: BIG DATA AND MACHINE LEARNING TECHNIQUES, ISCIDE 2015, PT II, 2015, 9243 : 548 - 558
[26] RETRACTED: Information System Security Evaluation Algorithm Based on PSO-BP Neural Network (Retracted Article)
Zheng, Qinghua
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2021, 2021
[27] Smart Home Healthcare System Based on Middleware and Counter Neural Network
Shao, Chenghui
Zhang, Qixun
Song, Yang
Zhu, Dong
JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2020, 10 (05) : 1105 - 1112
[28] An RBF Neural Network-based System for Home Smart Metering
Staiano, Antonino
Inneguale, Fabio
2017 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2017,
[29] Home Security System with Face Recognition based on Convolutional Neural Network
Irjanto, Nourman S.
Surantha, Nico
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020, 11 (11) : 408 - 412
[30] Research of Identification and Positioning System for Network failure based on BP neural network
Zhong, Han-Yong
Peng-Ping
Yun, Mo-Xiao
2012 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING (WICOM), 2012,

← 1 2 3 4 5 →