Deep belief network-based link quality prediction for wireless sensor network
After analyzing the existing link quality prediction models,a link quality prediction model for wireless sensor network was proposed,which was based on deep belief network.Support vector classification was employed to estimate link quality,so as to get link quality levels.Deep belief network was app...
Saved in:
Main Authors: | Lin-lan LIU, Jiang-bo XU, Yue LI, Zhi-yong YANG |
---|---|
Format: | Article |
Language: | zho |
Published: |
Editorial Department of Journal on Communications
2017-11-01
|
Series: | Tongxin xuebao |
Subjects: | |
Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2017257/ |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Link quality prediction based on random forest
by: Linlan LIU, et al.
Published: (2019-04-01) -
Study on AdaBoost-based link quality prediction mechanism
by: Jian SHU, et al.
Published: (2017-10-01) -
Unidirectional-link detection algorithms in wireless sensor networks
by: SANG Jun-jun, et al.
Published: (2008-01-01) -
Link quality estimation model for wireless sensor networks under non-perceived packet loss
by: SHU Jian1, et al.
Published: (2011-01-01) -
Reliable multicast in wireless mesh networks based on routing quality
by: HU Zhi-yuan1, et al.
Published: (2011-01-01)