Search Results for author: David González G.

Found 10 papers, 1 papers with code

Discrete Aware Matrix Completion via Convexized $\ell_0$-Norm Approximation

no code implementations3 May 2024 Niclas Führling, Kengo Ando, Giuseppe Thadeu Freitas de Abreu, David González G., Osvaldo Gonsa

Simulation results demonstrate the superior performance of the new method compared to the SotA techniques as well as the earlier $\ell_1$-norm-based discrete-aware matrix completion approach.

Low-Rank Matrix Completion Recommendation Systems

From OTFS to AFDM: A Comparative Study of Next-Generation Waveforms for ISAC in Doubly-Dispersive Channels

no code implementations15 Jan 2024 Hyeon Seok Rou, Giuseppe Thadeu Freitas de Abreu, Junil Choi, David González G., Marios Kountouris, Yong Liang Guan, Osvaldo Gonsa

Next-generation wireless systems will offer integrated sensing and communications (ISAC) functionalities not only in order to enable new applications, but also as a means to mitigate challenges such as doubly-dispersive channels, which arise in high mobility scenarios and/or at millimeter-wave (mmWave) and Terahertz (THz) bands.

Enabling Energy-Efficiency in Massive-MIMO: A Scalable Low-Complexity Decoder for Generalized Quadrature Spatial Modulation

no code implementations4 Oct 2023 Hyeon Seok Rou, Giuseppe Thadeu Freitas de Abreu, David González G., Osvaldo Gonsa

Generalized quadrature spatial modulation (GQSM) schemes are known to achieve high energy- and spectral- efficiencies by modulating information both in transmitted symbols and in coded combinatorial activations of subsets of multiple transmit antennas.

Decoder

Soft-connected Rigid Body Localization: State-of-the-Art and Research Directions for 6G

no code implementations10 Sep 2023 Niclas Führling, Hyeon Seok Rou, Giuseppe Thadeu Freitas de Abreu, David González G., Osvaldo Gonsa

This white paper describes a proposed article that will aim to provide a thorough study of the evolution of the typical paradigm of wireless localization (WL), which is based on a single point model of each target, towards wireless rigid body localization (W-RBL).

AFDM vs OTFS: A Comparative Study of Promising Waveforms for ISAC in Doubly-Dispersive Channels

no code implementations10 Sep 2023 Hyeon Seok Rou, Giuseppe Thadeu Freitas de Abreu, Junil Choi, David González G., Osvaldo Gonsa, Yong Liang Guan, Marios Kountouris

This white paper aims to briefly describe a proposed article that will provide a thorough comparative study of waveforms designed to exploit the features of doubly-dispersive channels arising in heterogeneous high-mobility scenarios as expected in the beyond fifth generation (B5G) and sixth generation (6G), in relation to their suitability to integrated sensing and communications (ISAC) systems.

Sparse Codesigned Communication and Radar Systems

no code implementations8 Sep 2023 Hyeon Seok Rou, Giuseppe Thadeu Freitas de Abreu, Saravanan Nagesh, Andreas Bathelt, David González G., Osvaldo Gonsa, Hans-Ludwig Bloecher

In light of the above, the white paper aims to outlined the proposed article which provide an overview and a novel classification of the relevant state-of-the-art (SotA) methods and the implications of the challenges in the sparse codesign of the system, followed by a variety of novel SCCR frameworks.

Integrated Sensing and Communications for 3D Object Imaging via Bilinear Inference

no code implementations21 Aug 2023 Hyeon Seok Rou, Giuseppe Thadeu Freitas de Abreu, David González G., Osvaldo Gonsa

We consider an uplink integrated sensing and communications (ISAC) scenario where the detection of data symbols from multiple user equipment (UEs) occurs simultaneously with a three-dimensional (3D) estimation of the environment, extracted from the scattering features present in the channel state information (CSI) and utilizing the same physical layer communications air interface, as opposed to radar technologies.

Low-Complexity Memory AMP Detector for High-Mobility MIMO-OTFS SCMA Systems

no code implementations15 Mar 2023 Yao Ge, Lei Liu, Shunqi Huang, David González G., Yong Liang Guan, Zhi Ding

Efficient signal detectors are rather important yet challenging to achieve satisfactory performance for large-scale communication systems.

OTFS Signaling for SCMA With Coordinated Multi-Point Vehicle Communications

no code implementations17 Feb 2023 Yao Ge, Qinwen Deng, David González G., Yong Liang Guan, Zhi Ding

This paper investigates an uplink coordinated multi-point (CoMP) coverage scenario, in which multiple mobile users are grouped for sparse code multiple access (SCMA), and served by the remote radio head (RRH) in front of them and the RRH behind them simultaneously.

Intelligent Resource Allocation in Joint Radar-Communication With Graph Neural Networks

1 code implementation IEEE Transactions on Vehicular Technology 2022 Joash Lee, Yanyu Cheng, Dusit Niyato, Yong Liang Guan, David González G.

In this paper, we propose a framework for intelligent vehicles to conduct JRC, with minimal prior knowledge of the system model and a tunable performance balance, in an environment where surrounding vehicles execute radar detection periodically, which is typical in contemporary protocols.

Autonomous Driving Distributional Reinforcement Learning +3

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