Empirical Mode Decomposition Technique With Conditional Mutual Information for Denoising Operational Sensor Data

@article{Omitaomu2011EmpiricalMD,
  title={Empirical Mode Decomposition Technique With Conditional Mutual Information for Denoising Operational Sensor Data},
  author={Olufemi A. Omitaomu and Vladimir A. Protopopescu and Anurupa R. Ganguly},
  journal={IEEE Sensors Journal},
  year={2011},
  volume={11},
  pages={2565-2575}
}
This paper presents a new approach for denoising sensor signals using the Empirical Mode Decomposition (EMD) technique and the Information-theoretic method. The EMD technique is applied to decompose a noisy sensor signal into the so-called intrinsic mode functions (IMFs). These functions are of the same length and in the same time domain as the original… CONTINUE READING