A Deep Learning Approach for Blind Drift Calibration of Sensor Networks
作者： Yuzhi Wang , Anqi Yang , Xiaoming Chen , Pengjun Wang , Yu Wang
DOI: 10.1109/JSEN.2017.2703885
关键词:
摘要: … the calibration model contains a scaling term and an offset term. However, only the scaling term can be effectively solved, while estimating the offset … for reliable and trusted circuit design …
harvard.edu
arxiv.org
sci-hub.se 参考文章(33)
Maen Takruri, Khalid Aboura, Subhash Challa, Distributed Recursive Algorithm for Auto Calibration in Drift Aware Wireless Sensor Networks Springer, Dordrecht. pp. 21- 25 ,(2008) , 10.1007/978-1-4020-8735-6_5
S. Rajasegarar, M. Takruri, S. Challa, M. Palaniswami, C. Leckie, Online drift correction in wireless sensor networks using spatio-temporal modeling international conference on information fusion. pp. 1- 8 ,(2008)
Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun, Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification international conference on computer vision. pp. 1026- 1034 ,(2015) , 10.1109/ICCV.2015.123
Huazhong Yang, Qingbo Zheng, Xiaotian Fei, Pengjun Wang, Wei Liu, Tao Tang, Yuzhi Wang, A reliable transfer protocol for multi-parameter data collecting in wireless sensor networks international conference on advanced communication technology. pp. 569- 573 ,(2013)
Yuzhi Wang, Anqi Yang, Zhan Li, Pengjun Wang, Huazhong Yang, Blind drift calibration of sensor networks using signal space projection and Kalman filter international conference on intelligent sensors sensor networks and information processing. pp. 1- 6 ,(2015) , 10.1109/ISSNIP.2015.7106904
Kurt Hornik, Approximation capabilities of multilayer feedforward networks Neural Networks. ,vol. 4, pp. 251- 257 ,(1991) , 10.1016/0893-6080(91)90009-T
Chaocan Xiang, Panlong Yang, Chang Tian, Haibin Cai, Yunhao Liu, Calibrate without Calibrating: An Iterative Approach in Participatory Sensing Network IEEE Transactions on Parallel and Distributed Systems. ,vol. 26, pp. 351- 361 ,(2015) , 10.1109/TPDS.2014.2308205
Jianfa Xia, Zhenzhou Tang, Xiaoqiu Shi, Lei Fan, Huaizhong Li, An Environment Monitoring System for Precise Agriculture Based on Wireless Sensor Networks mobile ad-hoc and sensor networks. pp. 28- 35 ,(2011) , 10.1109/MSN.2011.16
Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami, Geospatial Estimation-Based Auto Drift Correction in Wireless Sensor Networks ACM Transactions on Sensor Networks. ,vol. 11, pp. 50- ,(2015) , 10.1145/2736697
Jeremy Berkowitz, Lutz Kilian, Recent Developments in Bootstrapping Time Series Econometric Reviews. ,vol. 19, pp. 1- 48 ,(1996) , 10.1080/07474930008800457