## Algorithm and implementation of radio frequency fingerprinting based on multi-resolution analysis

- Feiyi Xie, Songlin Chen, Yi Chen, Runfa Liao, Hong Wen
- 2017 IEEE 5th International Symposium on…
- 2017

@article{Mahmoud2010MultiRW, title={Multi resolution wavelet least squares support vector machine network for nonlinear system modeling}, author={Tarek A. Mahmoud}, journal={2010 15th International Conference on Methods and Models in Automation and Robotics}, year={2010}, pages={405-410} }

- Published 2010 in 2010 15th International Conference on Methods and…

This paper proposes Multi resolution Wavelet Least Squares Support Vector Machine (MRWLS-SVM) network for the nonlinear system modeling. It composes a set of sub-wavelet least squares support vector machine networks with specified resolutions. The outputs of these sub-networks are aggregated via a set of weights to produce the network output. The structure of the MRWLS-SVM network is achieved using the fuzzy c-mean and the least squares support vector algorithm. The stability of the proposed… CONTINUE READING