Nicolas Zilberstein

Morteza Mardani

CoRR, 2024

Joint Channel Estimation and Data Detection in Massive Mimo Systems Based on Diffusion Models.

[BibT_eX]

[DOI]

Ananthram Swami

Proceedings of the IEEE International Conference on Acoustics, 2024

End-to-End Learning of Gaussian Mixture Proposals Using Differentiable Particle Filters and Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Annealed Langevin Dynamics for Massive MIMO Detection.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., June, 2023

Unsupervised Learning of Sampling Distributions for Particle Filters.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Accelerated Massive MIMO Detector Based on Annealed Underdamped Langevin Dynamics.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

State and Dynamics Estimation with the Kalman-Langevin filter.

[BibT_eX]

[DOI]

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Unrolling Particles: Unsupervised Learning of Sampling Distributions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Detection by Sampling: Massive MIMO Detector based on Langevin Dynamics.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

Robust MIMO Detection using Hypernetworks with Learned Regularizers.

[BibT_eX]

[DOI]