A new kernelized approach to wireless sensor network localization

@article{Lee2013ANK,
  title={A new kernelized approach to wireless sensor network localization},
  author={Jaehun Lee and Wooyong Chung and Euntai Kim},
  journal={Inf. Sci.},
  year={2013},
  volume={243},
  pages={20-38}
}
In this paper, a new approach to range-free localization in Wireless Sensor Networks (WSNs) is proposed using nonlinear mapping, and the kernel function is introduced. The localization problem in the WSN is formulated as a kernelized regression problem, which is solved by support vector regression (SVR) and multi-dimensional support vector regression (MSVR). The proposed methods are simple and efficient in that no additional hardware is required for the measurements, and only proximity… CONTINUE READING
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Ad-hoc wireless sensor network localization using support vector regression

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  • in: Proceedings of ICT Mobile Summit, Stockholm…
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