Search Results for author: Nhan Thanh Nguyen

Found 13 papers, 0 papers with code

Analysis of Oversampling in Uplink Massive MIMO-OFDM with Low-Resolution ADCs

no code implementations30 Jun 2023 Mengyuan Ma, Nhan Thanh Nguyen, Italo Atzeni, Markku Juntti

In particular, we demonstrate that oversampling can effectively improve the sum rate by mitigating the impact of the quantization distortion, especially at high SNR and with very low ADC resolution.

Quantization

Deep Unfolding Enabled Constant Modulus Waveform Design for Joint Communications and Sensing

no code implementations26 Jun 2023 Prashanth Krishnananthalingam, Nhan Thanh Nguyen, Markku Juntti

The conventional branch-and-bound (BnB) method can achieve optimal solution but at the cost of exponential complexity and long run time.

AI-Empowered Hybrid MIMO Beamforming

no code implementations3 Mar 2023 Nir Shlezinger, Mengyuan Ma, Ortal Lavi, Nhan Thanh Nguyen, Yonina C. Eldar, Markku Juntti

We discuss the architectural constraints and characterize the core challenges associated with hybrid beamforming optimization.

Network-Aided Intelligent Traffic Steering in 6G O-RAN: A Multi-Layer Optimization Framework

no code implementations6 Feb 2023 Van-Dinh Nguyen, Thang X. Vu, Nhan Thanh Nguyen, Dinh C. Nguyen, Markku Juntti, Nguyen Cong Luong, Dinh Thai Hoang, Diep N. Nguyen, Symeon Chatzinotas

To enable an intelligent, programmable and multi-vendor radio access network (RAN) for 6G networks, considerable efforts have been made in standardization and development of open RAN (O-RAN).

Scheduling Stochastic Optimization

Switch-based Hybrid Beamforming Transceiver Design for Wideband Communications with Beam Squint

no code implementations13 Oct 2022 Mengyuan Ma, Nhan Thanh Nguyen, Markku Juntti

Simulations show that the proposed SW-HBF schemes are efficient and can outperform PS-based HBF architectures in terms of both SE and energy efficiency in terahertz communication systems.

Switch-based Hybrid Beamforming for Wideband Multi-carrier Communications

no code implementations12 Oct 2021 Mengyuan Ma, Nhan Thanh Nguyen, Markku Juntti

Switch-based hybrid beamforming (SW-HBF) architectures are promising for realizing massive multiple-input multiple-output (MIMO) communications systems because of their low cost and low power consumption.

Closed-Form Hybrid Beamforming Solution for Spectral Efficiency Upper Bound Maximization in mmWave MIMO-OFDM Systems

no code implementations15 Aug 2021 Mengyuan Ma, Nhan Thanh Nguyen, Markku Juntti

Hybrid beamforming is considered a key enabler to realize millimeter wave (mmWave) multiple-input multiple-output (MIMO) communications due to its capability of considerably reducing the number of costly and power-hungry radio frequency chains in the transceiver.

Machine Learning-based Reconfigurable Intelligent Surface-aided MIMO Systems

no code implementations1 May 2021 Nhan Thanh Nguyen, Ly V. Nguyen, Thien Huynh-The, Duy H. N. Nguyen, A. Lee Swindlehurst, Markku Juntti

Reconfigurable intelligent surface (RIS) technology has recently emerged as a spectral- and cost-efficient approach for wireless communications systems.

BIG-bench Machine Learning

Spectral Efficiency Optimization for Hybrid Relay-Reflecting Intelligent Surface

no code implementations1 May 2021 Nhan Thanh Nguyen, Quang-Doanh Vu, Kyungchun Lee, Markku Juntti

We propose a novel concept of hybrid relay-reflecting intelligent surface (HR-RIS), in which a single or few elements are deployed with power amplifiers (PAs) to serve as active relays, while the remaining elements only reflect the incident signals.

Channel Estimation and Hybrid Architectures for RIS-Assisted Communications

no code implementations14 Apr 2021 Jiguang He, Nhan Thanh Nguyen, Rafaela Schroeder, Visa Tapio, Joonas Kokkoniemi, Markku Juntti

Reconfigurable intelligent surfaces (RISs) are considered as potential technologies for the upcoming sixth-generation (6G) wireless communication system.

Hybrid Relay-Reflecting Intelligent Surface-Aided Wireless Communications: Opportunities, Challenges, and Future Perspectives

no code implementations5 Apr 2021 Nhan Thanh Nguyen, Jiguang He, Van-Dinh Nguyen, Henk Wymeersch, Derrick Wing Kwan Ng, Robert Schober, Symeon Chatzinotas, Markku Juntti

In this paper, we provide an overview of a hybrid relay-reflecting intelligent surface (HR-RIS) architecture, in which only a few elements are active and connected to power amplifiers and radio frequency chains.

Hybrid Relay-Reflecting Intelligent Surface-Assisted Wireless Communication

no code implementations5 Mar 2021 Nhan Thanh Nguyen, Quang-Doanh Vu, Kyungchun Lee, Markku Juntti

The simulation results show that a significant improvement in both the spectral efficiency (SE) and energy efficiency (EE) with respect to the conventional RIS-aided system can be attained by the proposed schemes, especially, by the dynamic HR-RIS.

Intelligent Radio Signal Processing: A Survey

no code implementations19 Aug 2020 Quoc-Viet Pham, Nhan Thanh Nguyen, Thien Huynh-The, Long Bao Le, Kyungchun Lee, Won-Joo Hwang

Intelligent signal processing for wireless communications is a vital task in modern wireless systems, but it faces new challenges because of network heterogeneity, diverse service requirements, a massive number of connections, and various radio characteristics.

Federated Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.