title={Quarter sphere based distributed anomaly detection in wireless sensor networks},
author={Rajasegarar, Sutharshan and Leckie, Christopher and Palaniswami, Marimuthu and Bezdek, James C},
booktitle={2007 IEEE International Conference on Communications},
pages={3864--3869},
year={2007},
organization={IEEE}
}
@inproceedings{moshtaghi2011,
title={Incremental elliptical boundary estimation for anomaly detection in wireless sensor networks},
author={Moshtaghi, Masud and Leckie, Christopher and Karunasekera, Shanika and Bezdek, James C and Rajasegarar, Sutharshan and Palaniswami, Marimuthu},
booktitle={2011 IEEE 11th international conference on data mining},
pages={467--476},
year={2011},
organization={IEEE}
}
% drift
@article{ni2009,
title={Sensor network data fault types},
author={Ni, Kevin and Ramanathan, Nithya and Chehade, Mohamed Nabil Hajj and Balzano, Laura and Nair, Sheela and Zahedi, Sadaf and Kohler, Eddie and Pottie, Greg and Hansen, Mark and Srivastava, Mani},
journal={ACM Transactions on Sensor Networks (TOSN)},
volume={5},
number={3},
pages={1--29},
year={2009},
publisher={ACM New York, NY, USA}
}
@article{wu2019,
title={Drift Calibration Using Constrained Extreme Learning Machine and Kalman Filter in Clustered Wireless Sensor Networks},
author={Wu, Jiawen and Li, Guanghui},
journal={IEEE Access},
volume={8},
pages={13078--13085},
year={2019},
publisher={IEEE}
}
@article{barcelo2019,
title={Self-calibration methods for uncontrolled environments in sensor networks: A reference survey},
author={Barcelo-Ordinas, Jose M and Doudou, Messaoud and Garcia-Vidal, Jorge and Badache, Nadjib},
journal={Ad Hoc Networks},
volume={88},
pages={142--159},
year={2019},
publisher={Elsevier}
}
@article{dehkordi2020,
title={A survey on data aggregation techniques in IoT sensor networks},
author={Dehkordi, Soroush Abbasian and Farajzadeh, Kamran and Rezazadeh, Javad and Farahbakhsh, Reza and Sandrasegaran, Kumbesan and Dehkordi, Masih Abbasian},
journal={Wireless Networks},
volume={26},
number={2},
pages={1243--1263},
year={2020},
publisher={Springer}
}
@article{wang2016,
title={Blind drift calibration of sensor networks using sparse Bayesian learning},
author={Wang, Yuzhi and Yang, Anqi and Li, Zhan and Chen, Xiaoming and Wang, Pengjun and Yang, Huazhong},
journal={IEEE Sensors Journal},
volume={16},
number={16},
pages={6249--6260},
year={2016},
publisher={IEEE}
}
@inproceedings{buonadonna2005,
title={TASK: Sensor network in a box},
author={Buonadonna, Philip and Gay, David and Hellerstein, Joseph M and Hong, Wei and Madden, Samuel},
booktitle={Proceeedings of the Second European Workshop on Wireless Sensor Networks, 2005.},
pages={133--144},
year={2005},
organization={IEEE}
}
% noise
@inproceedings{elnahrawy2003,
title={Cleaning and querying noisy sensors},
author={Elnahrawy, Eiman and Nath, Badri},
booktitle={Proceedings of the 2nd ACM international conference on Wireless sensor networks and applications},
pages={78--87},
year={2003}
}
@article{stankovic2018,
title={On consensus-based distributed blind calibration of sensor networks},
author={Stankovi{\'c}, Milo{\v{s}} S and Stankovi{\'c}, Srdjan S and Johansson, Karl Henrik and Beko, Marko and Camarinha-Matos, Luis M},
journal={Sensors},
volume={18},
number={11},
pages={4027},
year={2018},
publisher={Multidisciplinary Digital Publishing Institute}
}
@inproceedings{kumar2013,
title={Automatic sensor drift detection and correction using spatial kriging and kalman filtering},
author={Kumar, Dheeraj and Rajasegarar, Sutharshan and Palaniswami, Marimuthu},
booktitle={2013 IEEE International Conference on Distributed Computing in Sensor Systems},
pages={183--190},
year={2013},
organization={IEEE}
}
@inproceedings{barcelo2018,
title={Calibrating low-cost air quality sensors using multiple arrays of sensors},
author={Barcelo-Ordinas, Jose M and Garcia-Vidal, Jorge and Doudou, Messaoud and Rodrigo-Mu{\~n}oz, Santiago and Cerezo-Llavero, Albert},
booktitle={2018 IEEE Wireless Communications and Networking Conference (WCNC)},
pages={1--6},
year={2018},
organization={IEEE}
}
@article{ramanathan2006,
title={Rapid deployment with confidence: Calibration and fault detection in environmental sensor networks},
author={Ramanathan, Nithya and Balzano, Laura and Burt, Marci and Estrin, Deborah and Harmon, Tom and Harvey, Charlie and Jay, Jenny and Kohler, Eddie and Rothenberg, Sarah and Srivastava, Mani},
year={2006}
}
@inproceedings{hasenfratz2012,
title={On-the-fly calibration of low-cost gas sensors},
author={Hasenfratz, David and Saukh, Olga and Thiele, Lothar},
booktitle={European Conference on Wireless Sensor Networks},
pages={228--244},
year={2012},
organization={Springer}
}
@article{maag2017,
title={SCAN: Multi-hop calibration for mobile sensor arrays},
author={Maag, Balz and Zhou, Zimu and Saukh, Olga and Thiele, Lothar},
journal={Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies},
