Publications

My publications span intelligent wireless systems, sensing, learning, and emerging communication technologies.

16 publications10 published · 2 conference papers · 1 book · 3 submitted

2026

SubmittedPASS · ISAC2026

2026

Deep learning-based channel estimation for pinching antenna-enabled ISAC systems

IEEE Transactions on Wireless Communications

2026 · Submitted

Preview not available.
This manuscript is submitted.

Deep learning-based channel estimation for pinching antenna-enabled ISAC systems

IEEE Transactions on Wireless Communications

Methods

  • Position-aware spatio-temporal learning
  • 2D near-field MUSIC
SubmittedPASS · ISAC2026

2026

Joint channel estimation for pinching antenna-assisted ISAC systems

IEEE GLOBECOM Workshops

2026 · Submitted

Preview not available.
This manuscript is submitted.

Joint channel estimation for pinching antenna-assisted ISAC systems

IEEE GLOBECOM Workshops

Methods

  • Convolutional spatial modeling
  • Transformer-based attention
SubmittedPASS · QUANTUM2026

2026

Channel estimation for pinching-antenna systems: Quantum machine learning approach

IEEE Transactions on Vehicular Technology

2026 · Submitted

Preview not available.
This manuscript is submitted.

Channel estimation for pinching-antenna systems: Quantum machine learning approach

IEEE Transactions on Vehicular Technology

Methods

  • Hybrid quantum-classical learning
  • Quantum LSTM (QLSTM)
  • Variational quantum circuits

2026Published

Hybrid angle-parametric and denoising-based channel estimation for multi-RIS multi-target ISAC systems

npj Wireless Technology

View paper
2026 · Published
Author-manuscript first page of Hybrid angle-parametric and denoising-based channel estimation for multi-RIS multi-target ISAC systems

Hybrid angle-parametric and denoising-based channel estimation for multi-RIS multi-target ISAC systems

npj Wireless Technology

Methods

  • Angle-parametric learning
  • End-to-end denoising
View paper

2025

2025Published

Conditional generative adversarial networks for channel estimation in RIS-assisted ISAC systems

IEEE Transactions on Communications

View paper
2025 · Published
Author-manuscript first page of Conditional generative adversarial networks for channel estimation in RIS-assisted ISAC systems

Conditional generative adversarial networks for channel estimation in RIS-assisted ISAC systems

IEEE Transactions on Communications

Methods

  • CGAN-based estimation
  • Adversarial learning
View paper

2025Published

Extreme learning machine-based feature refinement for channel estimation in RIS-ISAC systems

IEEE Transactions on Vehicular Technology

View paper
2025 · Published
Author-manuscript first page of Extreme learning machine-based feature refinement for channel estimation in RIS-ISAC systems

Extreme learning machine-based feature refinement for channel estimation in RIS-ISAC systems

IEEE Transactions on Vehicular Technology

Methods

  • ELM-based feature refinement
  • Two-stage estimation
View paper

2024

2024Published

Deep reinforcement learning for RIS-aided full-duplex systems: Advances and challenges

IEEE Communications Magazine

View paper
2024 · Published
Author-manuscript first page of Deep reinforcement learning for RIS-aided full-duplex systems: Advances and challenges

Deep reinforcement learning for RIS-aided full-duplex systems: Advances and challenges

IEEE Communications Magazine

Research context

Methods

  • Reinforcement learning
View paper

2024Book

Reinforcement Learning for Reconfigurable Intelligent Surfaces: Assisted Wireless Communication Systems

Springer

View book
2024 · Book
Book cover of Reinforcement Learning for Reconfigurable Intelligent Surfaces: Assisted Wireless Communication Systems

Reinforcement Learning for Reconfigurable Intelligent Surfaces: Assisted Wireless Communication Systems

Springer

Research context

Methods

  • Reinforcement learning
View book

2023

2023Conference

On discrete phase shifts optimization of RIS-aided FD systems: Are all RIS elements needed?

IEEE ICC

View paper
2023 · Conference
Author-manuscript first page of On discrete phase shifts optimization of RIS-aided FD systems: Are all RIS elements needed?

On discrete phase shifts optimization of RIS-aided FD systems: Are all RIS elements needed?

IEEE ICC

Research context

Methods

  • Discrete phase optimization
  • Deep Q-learning
View paper

2022

2022Conference

Distributed RIS-assisted FD systems with discrete phase shifts: A reinforcement learning approach

IEEE GLOBECOM

View paper
2022 · Conference
Author-manuscript first page of Distributed RIS-assisted FD systems with discrete phase shifts: A reinforcement learning approach

Distributed RIS-assisted FD systems with discrete phase shifts: A reinforcement learning approach

IEEE GLOBECOM

Research context

Methods

  • Reinforcement learning
  • Discrete phase optimization
  • Closed-form beamforming
View paper

2022Published

Deep reinforcement learning for RIS-assisted FD systems: Single or distributed RIS?

IEEE Communications Letters

View paper
2022 · Published
Author-manuscript first page of Deep reinforcement learning for RIS-assisted FD systems: Single or distributed RIS?

Deep reinforcement learning for RIS-assisted FD systems: Single or distributed RIS?

IEEE Communications Letters

Research context

Methods

  • Deep reinforcement learning
  • RIS phase optimization
  • RIS deployment optimization
View paper

2021

PublishedWireless systems2021

2021Published

An overview of machine learning-based techniques for solving optimization problems in communications and signal processing

IEEE Access

View paper
2021 · Published

Preview not available.
Bibliographic details are shown alongside.

An overview of machine learning-based techniques for solving optimization problems in communications and signal processing

IEEE Access

Research context

  • Optimization

Methods

  • Optimization
View paper

2021Published

Deep reinforcement learning for optimizing RIS-assisted HD-FD wireless systems

IEEE Communications Letters

View paper
2021 · Published
Author-manuscript first page of Deep reinforcement learning for optimizing RIS-assisted HD-FD wireless systems

Deep reinforcement learning for optimizing RIS-assisted HD-FD wireless systems

IEEE Communications Letters

Research context

Methods

  • Deep reinforcement learning
  • Continuous phase optimization
View paper
PublishedWireless systems2021

2021Published

Diversity schemes in multi-hop visible light communications for 6G networks

Procedia Computer Science

View paper
2021 · Published

Preview not available.
Bibliographic details are shown alongside.

Diversity schemes in multi-hop visible light communications for 6G networks

Procedia Computer Science

Research context

  • Visible light communication

Methods

  • Transmit diversity
  • Maximal-ratio combining
  • Selection/Threshold combining
View paper

2020

PublishedRIS2020

2020Published

Intelligent surfaces for 6G wireless networks: A survey of optimization and performance analysis techniques

IEEE Access

View paper
2020 · Published

Preview not available.
Bibliographic details are shown alongside.

Intelligent surfaces for 6G wireless networks: A survey of optimization and performance analysis techniques

IEEE Access

Research context

Methods

  • Optimization
View paper

2020Published

Ultramassive MIMO systems at terahertz bands: Prospects and challenges

IEEE Vehicular Technology Magazine

View paper
2020 · Published
Author-manuscript first page of Ultramassive MIMO systems at terahertz bands: Prospects and challenges

Ultramassive MIMO systems at terahertz bands: Prospects and challenges

IEEE Vehicular Technology Magazine

Research context

  • UM-MIMO
View paper