Acoustic (7 papers)
Z. Mnasri, J. Giraldo, T. Bouwmans, “Anomalous Sound Detection for Road Surveillance based on Graph Signal Processing”, European Conference on Signal Processing, EUSIPCO 2024, 2024.
S. Zhang, H. Chen, L. Xie, "GNN-IR: An Intelligent Routing Method based on Graph Neural Network in the Underwater Acoustic Sensor Network”, IEEE Sensors Journal, Volume 24, No. 13, pages 21566-21582, July 2024.
Z. Zhao, N.Z. Chen, C. Jiang, "A Graph Neural Network (GNN) based Method of Acoustic Emission Source Localization for a Composite Panel", Chapter 6, Book on Advances in Maritime Technology and Engineering, 2024.
A. Castro-Ospina, M. Solarte-Sanchez, “Graph-based Audio Classification Using Pre-Trained Models and Graph Neural Networks”, MDPI Sensors, 2024.
E. Grinstein, M. Brookes, P. Naylor, "Graph Neural Networks for Sound Source Localization on Distributed Microphone Networks", IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 20223, pages 1-5, Rhodes Island, Greece, 2023.
M. Liu, K. Liang, D. Hu, H. Yu, Y. Liu, L. Meng, W. Tu,S. Zhou, X. Li “TMAC: Temporal Multi-Modal Graph Learning for Acoustic Event Classification”, ACM International Conference on Multimedia, pages 3365-3374, 2023
P. Tzirakis, A. Kumar, J. Donley, "Multi-Channel Speech Enhancement using Graph Neural Networks”, IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, pages 3415-3419,Toronto, Canada, 2021.
Data Acquisition (1 paper)
L. Yang, Y. Zhang, C. Bai, H. Xu, G. Wang, X. Wang, "Multivariate Data Acquisition Strategy by Employing Signal Processing on Graph in Edge Computing Based Industrial Internet of Things", IEEE International Conference on Advanced Algorithms and Control Engineering, ICAACE 2024, Shanghai, China, pages 572-576, March 2024.
Signal (2 papers)
K. Yan, H. Wu, H. Xiao, X. Zhang, “Novel robust band-limited signal detection approach using graphs", IEEE Communications Letters, Volume 21, No. 1, pages 20–23, 2017.
H. Egilmez, A. Ortega, “Spectral anomaly detection using graph based filtering for wireless sensor networks", IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2014, pages 1085–1089, 2014.
Radar (1 paper)
S. Gishkori, B. Mulgrew, “Graph signal processing-based imaging for synthetic aperture radar", IEEE Geoscience and Remote Sensing Letters, Volume 17, No. 2, pages 232–236, February 2020.
Direction-of-Arrival Estimation (1 paper)
D. Li, W. Liu, Y. Zakharov, P. Mitchell, "Graph Signal Processing for Narrowband Direction of Arrival Estimation", IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023, Rhodes Island, Greece, 2023.