The integrated sensing and communication revolution for 6G: Vision, techniques, and applications

N González-Prelcic, MF Keskin… - Proceedings of the …, 2024 - ieeexplore.ieee.org
Future wireless networks will integrate sensing, learning, and communication to provide new
services beyond communication and to become more resilient. Sensors at the network …

RIS-Aided Joint Channel Estimation and Localization at mmWave Under Hardware Impairments: A Dictionary Learning-Based Approach

M Bayraktar, N González-Prelcic… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS)-aided millimeter wave (mmWave) wireless systems
offer robustness to blockage and enhanced coverage. In this paper, we develop an …

Multidimensional orthogonal matching pursuit: theory and application to high accuracy joint localization and communication at mmWave

J Palacios, N González-Prelcic, C Rusu - arXiv preprint arXiv:2208.11600, 2022 - arxiv.org
Greedy approaches in general, and orthogonal matching pursuit in particular, are the most
commonly used sparse recovery techniques in a wide range of applications. The complexity …

Sparse recovery with attention: A hybrid data/model driven solution for high accuracy position and channel tracking at mmWave

Y Chen, N González-Prelcic, T Shimizu… - 2023 IEEE 24th …, 2023 - ieeexplore.ieee.org
In this paper, we propose first a mmWave channel tracking algorithm based on
multidimensional orthogonal matching pursuit algorithm (MOMP) using reduced sparsifying …

Separable multidimensional orthogonal matching pursuit and its application to joint localization and communication at mmWave

J Palacios, N González-Prelcic - 2023 IEEE Globecom …, 2023 - ieeexplore.ieee.org
Greedy sparse recovery has become a popular tool in many applications, although its
complexity is still prohibitive when large sparsifying dictionaries or sensing matrices have to …

Beamspace ESPRIT-D for joint 3D angle and delay estimation for joint localization and communication at MmWave

Y Chen, N González-Prelcic, T Shimizu… - ICC 2024-IEEE …, 2024 - ieeexplore.ieee.org
In this paper, we address the complex task of estimating the parameters for multiple
propagation paths of realistic millimeter wave (mmWave) channels. We propose a solution …

Beam codebook design for joint initial access and localization in mmwave networks

M Bayraktar, C Rusu… - 2022 56th Asilomar …, 2022 - ieeexplore.ieee.org
Wireless networks are incorporating higher frequency bands and higher bandwidths by
exploiting MIMO technology with large arrays. These large arrays and bandwidths enable …

Sensing-Aided Communication Channel Estimation with Tensor-Based Moving Target Localization

L Lin, H Zheng, SA Vorobyov, C Zhou… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
In the integrated sensing and communication system, sensing functionalities are expected to
benefit the communication instead of compromising its performance. In this paper, a sensing …

High Accuracy Device Localization in Indoor Mmwave Networks Exploiting Channel Sparsity and Virtual Anchor Mapping

J Palacios, M Bayraktar… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
In this paper, we propose a novel indoor localization algorithm that exploits the angle and
delay information of the sparse channel paths at mmWave. We consider that the user and …