Derrick Wing Kwan Ng
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View article: Coordinated Beamforming for Networked Integrated Communication and Multi-TMT Localization
Coordinated Beamforming for Networked Integrated Communication and Multi-TMT Localization Open
Networked integrated sensing and communication (ISAC) has gained significant attention as a promising technology for enabling next-generation wireless systems. To further enhance networked ISAC, delegating the reception of sensing signals …
View article: Rotatable Antenna-Enabled Spectrum Sharing in Cognitive Radio Systems
Rotatable Antenna-Enabled Spectrum Sharing in Cognitive Radio Systems Open
Non-fixed flexible antenna architectures, such as fluid antenna system (FAS), movable antenna (MA), and pinching antenna, have garnered significant interest in recent years. Among them, rotatable antenna (RA) technology has recently drawn …
View article: Fluid Antenna System-assisted Physical Layer Secret Key Generation
Fluid Antenna System-assisted Physical Layer Secret Key Generation Open
This paper investigates physical-layer key generation (PLKG) in multi-antenna base station systems, by leveraging a fluid antenna system (FAS) to dynamically customize radio environments. Without requiring additional nodes or extensive rad…
View article: Low-Altitude UAV Tracking via Sensing-Assisted Predictive Beamforming
Low-Altitude UAV Tracking via Sensing-Assisted Predictive Beamforming Open
Sensing-assisted predictive beamforming, as one of the enabling technologies for emerging integrated sensing and communication (ISAC) paradigm, shows significant promise for enhancing various future unmanned aerial vehicle (UAV) applicatio…
View article: A Framework of Arithmetic-Level Variable Precision Computing for In-Memory Architecture: Case Study in MIMO Signal Processing
A Framework of Arithmetic-Level Variable Precision Computing for In-Memory Architecture: Case Study in MIMO Signal Processing Open
Computational complexity poses a significant challenge in wireless communication. Most existing attempts aim to reduce it through algorithm-specific approaches. However, the precision of computing, which directly relates to both computing …
View article: Information-Theoretic Decentralized Secure Aggregation with Collusion Resilience
Information-Theoretic Decentralized Secure Aggregation with Collusion Resilience Open
In decentralized federated learning (FL), multiple clients collaboratively learn a shared machine learning (ML) model by leveraging their privately held datasets distributed across the network, through interactive exchange of the intermedi…
View article: Sum-Rate Maximization for Movable-Antenna Array Enhanced Downlink NOMA Systems
Sum-Rate Maximization for Movable-Antenna Array Enhanced Downlink NOMA Systems Open
Movable antenna (MA) systems have recently attracted significant attention in the field of wireless communications owing to their exceptional capability to proactively reconfigure wireless channels via flexible antenna movements. In this p…
View article: Robust ISAC Transceiver Beamforming Design under Low-Resolution AD/DA Converters
Robust ISAC Transceiver Beamforming Design under Low-Resolution AD/DA Converters Open
In this letter, we investigate the robust beamforming design for an integrated sensing and communication (ISAC) system featuring low-resolution digital-to-analog converters (DACs) and analog-to-digital converters (ADCs). Taking into accoun…
View article: Resource Allocation for Multi-waveguide Pinching Antenna-assisted Broadcast Networks
Resource Allocation for Multi-waveguide Pinching Antenna-assisted Broadcast Networks Open
In this paper, we investigate the resource allocation for multi-dielectric waveguide-assisted broadcast systems, where each waveguide employs multiple pinching antennas (PAs), aiming to maximize the minimum achievable rate among multiple u…
View article: Channel Knowledge Map-assisted Dual-domain Tracking and Predictive Beamforming for High-Mobility Wireless Networks
Channel Knowledge Map-assisted Dual-domain Tracking and Predictive Beamforming for High-Mobility Wireless Networks Open
This paper introduces a novel channel knowledge map (CKM)-assisted dual-domain tracking and predictive beamforming scheme for high-mobility wireless networks. The central premise is that the CKM integrates both the coordinate and beam doma…
View article: Movable-Antenna Array Enhanced Downlink NOMA
Movable-Antenna Array Enhanced Downlink NOMA Open
Movable antenna (MA) has gained increasing attention in the field of wireless communications due to its exceptional capability to proactively reconfigure wireless channels via localized antenna movements. In this paper, we investigate the …
View article: Polarized 6D Movable Antenna for Wireless Communication: Channel Modeling and Optimization
Polarized 6D Movable Antenna for Wireless Communication: Channel Modeling and Optimization Open
In this paper, we propose a novel polarized six-dimensional movable antenna (P-6DMA) to enhance the performance of wireless communication cost-effectively. Specifically, the P-6DMA enables polarforming by adaptively tuning the antenna's po…
View article: Robust Secure Communications in Near-Field ISCAP Systems with Extremely Large-Scale Antenna Array
Robust Secure Communications in Near-Field ISCAP Systems with Extremely Large-Scale Antenna Array Open
This paper investigates robust secure communications in a near-field integrated sensing, communication, and powering (ISCAP) system, in which the base station (BS) is equipped with an extremely large-scale antenna array (ELAA). In this sys…
View article: Deep Learning-Empowered Secure Predictive Beamforming Design for Integrated Sensing and Communications Systems
Deep Learning-Empowered Secure Predictive Beamforming Design for Integrated Sensing and Communications Systems Open
In the era of upcoming sixth-generation (6G) wireless systems, the intelligent integrated sensing and communication (ISAC) paradigm has emerged as a pivotal research domain, catalyzing advancement across a wide range of applications. In th…
View article: Dynamic Precoding for Near-Field Secure Communications: Implementation and Performance Analysis
Dynamic Precoding for Near-Field Secure Communications: Implementation and Performance Analysis Open
The increase in antenna apertures and transmission frequencies in next-generation wireless networks is catalyzing advancements in near-field communications (NFC). In this paper, we investigate secure transmission in near-field multi-user m…
View article: Near-Field Channel Estimation for XL-MIMO: A Deep Generative Model Guided by Side Information
Near-Field Channel Estimation for XL-MIMO: A Deep Generative Model Guided by Side Information Open
This paper investigates the near-field (NF) channel estimation (CE) for extremely large-scale multiple-input multiple-output (XL-MIMO) systems. Considering the pronounced NF effects in XL-MIMO communications, we first establish a joint ang…
View article: A Unified QoS-Aware Multiplexing Framework for Next Generation Immersive Communication with Legacy Wireless Applications
A Unified QoS-Aware Multiplexing Framework for Next Generation Immersive Communication with Legacy Wireless Applications Open
Immersive communication, including emerging augmented reality, virtual reality, and holographic telepresence, has been identified as a key service for enabling next-generation wireless applications. To align with legacy wireless applicatio…
View article: Opportunistic Collaborative Planning with Large Vision Model Guided Control and Joint Query-Service Optimization
Opportunistic Collaborative Planning with Large Vision Model Guided Control and Joint Query-Service Optimization Open
Navigating autonomous vehicles in open scenarios is a challenge due to the difficulties in handling unseen objects. Existing solutions either rely on small models that struggle with generalization or large models that are resource-intensiv…
View article: Complexity-Scalable Near-Optimal Transceiver Design for Massive MIMO-BICM Systems
Complexity-Scalable Near-Optimal Transceiver Design for Massive MIMO-BICM Systems Open
Future wireless networks are envisioned to employ multiple-input multiple-output (MIMO) transmissions with large array sizes, and therefore, the adoption of complexity-scalable transceiver becomes important. In this paper, we propose a nov…
View article: Sum-Rate Maximization for Pinching Antenna-assisted NOMA Systems with Multiple Dielectric Waveguides
Sum-Rate Maximization for Pinching Antenna-assisted NOMA Systems with Multiple Dielectric Waveguides Open
This paper investigates the resource allocation design for a pinching antenna (PA)-assisted multiuser multiple-input single-output (MISO) non-orthogonal multiple access (NOMA) system featuring multiple dielectric waveguides. To enhance mod…
View article: Multi-Cell Coordinated Beamforming for Integrate Communication and Multi-TMT Localization
Multi-Cell Coordinated Beamforming for Integrate Communication and Multi-TMT Localization Open
This paper investigates integrated localization and communication in a multi-cell system and proposes a coordinated beamforming algorithm to enhance target localization accuracy while preserving communication performance. Within this integ…
View article: GDM4MMIMO: Generative Diffusion Models for Massive MIMO Communications
GDM4MMIMO: Generative Diffusion Models for Massive MIMO Communications Open
Massive multiple-input multiple-output (MIMO) offers significant advantages in spectral and energy efficiencies, positioning it as a cornerstone technology of fifth-generation (5G) wireless communication systems and a promising solution fo…
View article: Energy-Efficient RIS-Aided Cell-Free Massive MIMO Systems: Application, Opportunities, and Challenges
Energy-Efficient RIS-Aided Cell-Free Massive MIMO Systems: Application, Opportunities, and Challenges Open
Reconfigurable intelligent surfaces (RIS)-assisted cell-free massive multiple-input multiple-output (CF mMIMO) systems have emerged as a promising technology for sixth-generation communication systems. These systems capitalize on RIS to mi…
View article: Unveiling the Potential of NOMA: A Journey to Next Generation Multiple Access
Unveiling the Potential of NOMA: A Journey to Next Generation Multiple Access Open
Revolutionary sixth-generation wireless communications technologies and applications, notably digital twin networks (DTN), connected autonomous vehicles (CAVs), space-air-ground integrated networks (SAGINs), zero-touch networks, industry 5…
View article: Reconfigurable Intelligent Surface-Aided Secure Integrated Radar and Communication Systems
Reconfigurable Intelligent Surface-Aided Secure Integrated Radar and Communication Systems Open
Despite the enhanced spectral efficiency brought by the integrated radar and communication technique, it poses significant risks to communication security when confronted with malicious radar targets. To address this issue, a reconfigurabl…
View article: Deep Learning Based Near-Field User Localization with Beam Squint in Wideband XL-MIMO Systems
Deep Learning Based Near-Field User Localization with Beam Squint in Wideband XL-MIMO Systems Open
Extremely large-scale multiple-input multiple-output (XL-MIMO) is gaining attention as a prominent technology for enabling the sixth-generation (6G) wireless networks. However, the vast antenna array and the huge bandwidth introduce a non-…
View article: Joint Precoding and AP Selection for Energy Efficient RIS-aided Cell-Free Massive MIMO Using Multi-agent Reinforcement Learning
Joint Precoding and AP Selection for Energy Efficient RIS-aided Cell-Free Massive MIMO Using Multi-agent Reinforcement Learning Open
Cell-free (CF) massive multiple-input multiple-output (mMIMO) and reconfigurable intelligent surface (RIS) are two advanced transceiver technologies for realizing future sixth-generation (6G) networks. In this paper, we investigate the joi…