Please use this identifier to cite or link to this item:
https://lib.hpu.edu.vn/handle/123456789/34468
Full metadata record
DC Field | Value | Language |
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dc.contributor.author | Đào, Thị Kiên | en_US |
dc.contributor.author | Jiang, Shi Jie | en_US |
dc.contributor.author | Ngô, Trường Giang | en_US |
dc.contributor.author | Nguyễn, Thị Thanh Tân | en_US |
dc.contributor.author | Nguyễn, Trọng Thể | en_US |
dc.date.accessioned | 2021-11-26T01:53:58Z | |
dc.date.available | 2021-11-26T01:53:58Z | |
dc.date.issued | 2021 | en_US |
dc.identifier.uri | https://lib.hpu.edu.vn/handle/123456789/34468 | |
dc.description.abstract | Node positioning accuracy and the environmental impact on devices in wireless sensor networks (WSN) have been paid attention much by scholars recently. This paper proposed a prediction method for the sensor node positioning based on a multilayer perception in the neural networks. The node locations based on its signals’ strength characteristics are captured to be a dataset. The features about the signal strength of the node considered to extract from a large number of signal strength samples included noise that is measured by the nearest neighbor estimation for inputs of the scheme system. The experimental results compared with the other method in the literature shows that the proposed scheme provides higher positioning accuracy and the lower average error than the competitors. | en_US |
dc.format.extent | 11 tr. | en_US |
dc.format.mimetype | application/pdf | |
dc.language.iso | en | en_US |
dc.publisher | Springer | en_US |
dc.subject | Wireless sensor networks | en_US |
dc.subject | Multilayer perceptron | en_US |
dc.subject | Indoor positioning node | en_US |
dc.subject | Predictive positioning | en_US |
dc.title | A Detection for Positioning Sensor Node Based on Multilayer Perceptron | en_US |
dc.type | Article | en_US |
dc.department | Bài báo khoa học | en_US |
Appears in Collections: | Bài báo khoa học |
Files in This Item:
File | Description | Size | Format | |
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A-Detection-for-Positioning-Sensor-Node-Based-on-Multilayer-Perceptron_Nguyen-Trong-The .pdf Restricted Access | 191.49 kB | Adobe PDF | View/Open Request a copy |
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