Smart home service perception degradation positioning scheme based on the network resource tree and information entropy
With the accelerating pace of development of the science and technology and informatization, the smart home market is developing rapidly.It brings great convenience to people’s lives, also brings new operation and maintenance tests to operators.A scheme based on big data and AI algorithm, combined w...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2022-05-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2022082/ |
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| _version_ | 1841529054501535744 |
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| author | Meng MING Yu SHI Runhan ZHENG Yunxi FENG |
| author_facet | Meng MING Yu SHI Runhan ZHENG Yunxi FENG |
| author_sort | Meng MING |
| collection | DOAJ |
| description | With the accelerating pace of development of the science and technology and informatization, the smart home market is developing rapidly.It brings great convenience to people’s lives, also brings new operation and maintenance tests to operators.A scheme based on big data and AI algorithm, combined with the network resource tree and information entropy was proposed for perceptual real-time monitoring of smart home services, delimiting, segmenting and locating perceptual degradation class faults, aiming to solve the problems of more end-to-end links of smart home services and difficulties in manual location of group faults and single user faults. |
| format | Article |
| id | doaj-art-dd5a79336adb402a9d316c2d523a8ce3 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2022-05-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-dd5a79336adb402a9d316c2d523a8ce32025-01-15T03:27:10ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012022-05-013816517259811039Smart home service perception degradation positioning scheme based on the network resource tree and information entropyMeng MINGYu SHIRunhan ZHENGYunxi FENGWith the accelerating pace of development of the science and technology and informatization, the smart home market is developing rapidly.It brings great convenience to people’s lives, also brings new operation and maintenance tests to operators.A scheme based on big data and AI algorithm, combined with the network resource tree and information entropy was proposed for perceptual real-time monitoring of smart home services, delimiting, segmenting and locating perceptual degradation class faults, aiming to solve the problems of more end-to-end links of smart home services and difficulties in manual location of group faults and single user faults.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2022082/smart homesensory monitoringalarm location |
| spellingShingle | Meng MING Yu SHI Runhan ZHENG Yunxi FENG Smart home service perception degradation positioning scheme based on the network resource tree and information entropy Dianxin kexue smart home sensory monitoring alarm location |
| title | Smart home service perception degradation positioning scheme based on the network resource tree and information entropy |
| title_full | Smart home service perception degradation positioning scheme based on the network resource tree and information entropy |
| title_fullStr | Smart home service perception degradation positioning scheme based on the network resource tree and information entropy |
| title_full_unstemmed | Smart home service perception degradation positioning scheme based on the network resource tree and information entropy |
| title_short | Smart home service perception degradation positioning scheme based on the network resource tree and information entropy |
| title_sort | smart home service perception degradation positioning scheme based on the network resource tree and information entropy |
| topic | smart home sensory monitoring alarm location |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2022082/ |
| work_keys_str_mv | AT mengming smarthomeserviceperceptiondegradationpositioningschemebasedonthenetworkresourcetreeandinformationentropy AT yushi smarthomeserviceperceptiondegradationpositioningschemebasedonthenetworkresourcetreeandinformationentropy AT runhanzheng smarthomeserviceperceptiondegradationpositioningschemebasedonthenetworkresourcetreeandinformationentropy AT yunxifeng smarthomeserviceperceptiondegradationpositioningschemebasedonthenetworkresourcetreeandinformationentropy |