참고문헌
- D. Shuman, S. Narang, P. Frossard, A. Ortega, and P. Vandergheynst, "The emerging field of signal processing on graphs: extending high-dimensional data analysis to networks and other irregular domains," IEEE Signal Processing Magazine, vol. 30, no. 3, 2013, pp. 83-98. https://doi.org/10.1109/MSP.2012.2235192
- A. Ortega, P. Frossard, J. Kovaevic, J. M. F. Moura, and P. Vandergheynst, "Graph signal processing: overview, challenges and applications," Proceedings of the IEEE, vol. 106, no. 5, 2018, pp. 808-828. https://doi.org/10.1109/JPROC.2018.2820126
- A. Anis, A. Gadde, and A. Ortega, "Towards a sampling theorem for signals on arbitrary graphs," IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP), Florence, Italy, 2014, pp. 3864-3858.
- A. Anis, A. Gadde, and A. Ortega, "Efficient sampling set selection for bandlimited graph signals using graph spectral proxies," IEEE Transactions on Signal Processing, vol. 64, no. 14, 2016, pp. 3775-3789. https://doi.org/10.1109/TSP.2016.2546233
- S. Chen, R. Varma, A. Sandryhaila, and J. Kovaevic, "Discrete signal processing on graphs: sampling theory," IEEE Transactions on Signal Processing, vol. 63, no. 24, 2015, pp. 6510-6523. https://doi.org/10.1109/TSP.2015.2469645
- Y. Kim, "Efficient sampling of graph signals with reduced complexity," J. of the Korea Institute of Electronic Communication Sciences, vol. 17, no. 2, Apr. 2022, pp. 367-374.
- A. Sakiyama, Y. Tanaka, T. Tanaka, and A. Ortega, "Eigendecompostion-free sampling set selection for graph signals," IEEE Transactions on Signal Processing, vol. 67, no. 10, 2019, pp. 2679-2692. https://doi.org/10.1109/TSP.2019.2908129
- F. Wang, G. Cheung, and Y. Wang, "Low-complexity graph sampling with noise and signal reconstruction via Neumann series," IEEE Transactions on Signal Processing, vol. 67, no. 21, 2019, pp. 5511-5526. https://doi.org/10.1109/TSP.2019.2940129
- Y. Kim, "QR factorization-based sampling set selection for bandlimited graph signals," Signal Processing, vol. 179, 2021, pp. 1-10. https://doi.org/10.1186/s13634-021-00824-5
- Y. Kim, "Sampling set selection algorithm for weighted graph signals," J. of the Korea Institute of Electronic Communication Sciences, vol. 17, no. 1, Feb. 2022, pp. 1023-1030. https://doi.org/10.1186/s13634-022-00836-9
- N. Perraudin, J. Paratte, D. Shuman, L. Martin, V. Kalofolias, P. Vandergheynst, and D. K. Hammond, "GSPBOX: A toolbox for signal processing on graphs," Information Theory, 2014.
- N. D. Lawrence, "A unifying probabilistic perspective for spectral dimensionality reduction: insights and the new models," Journal of Machine Learning Research, vol. 13, no. 1, May 2012, pp. 1609-1638.