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Nanyang Technological University

Ph.D., IEEE Fellow, Professor at School of Computer Science and Engineering (SCSE) and School of Physical and Mathematical Sciences (SPMS) at Nanyang Technological University

Intelligent Reflecting Surface-Assisted Bistatic Backscatter Networks: Joint Beamforming and Reflection Design

The passive communication of backscatter devices is a major limiting fac...
10/18/2020 ∙ by Xiaolun Jia, et al. ∙ 0 ∙ share

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Optimization-driven Machine Learning for Intelligent Reflecting Surfaces Assisted Wireless Networks

Intelligent reflecting surface (IRS) has been recently employed to resha...
08/29/2020 ∙ by Shimin Gong, et al. ∙ 0 ∙ share

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A Survey of Coded Distributed Computing

Distributed computing has become a common approach for large-scale compu...
08/20/2020 ∙ by Jer Shyuan Ng, et al. ∙ 0 ∙ share

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Toward Smart Security Enhancement of Federated Learning Networks

As traditional centralized learning networks (CLNs) are facing increasin...
08/19/2020 ∙ by Junjie Tan, et al. ∙ 0 ∙ share

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Scalable and Communication-efficient Decentralized Federated Edge Learning with Multi-blockchain Framework

The emerging Federated Edge Learning (FEL) technique has drawn considera...
08/10/2020 ∙ by Jiawen Kang, et al. ∙ 0 ∙ share

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Dynamic Network Service Selection in IRS-Assisted Wireless Networks: A Game Theory Approach

In this letter, we investigate the dynamic network service provider (SP)...
08/03/2020 ∙ by Nguyen Cong Luong, et al. ∙ 0 ∙ share

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Radio Resource Management in Joint Radar and Communication: A Comprehensive Survey

Joint radar and communication (JRC) has recently attracted substantial a...
07/26/2020 ∙ by Nguyen Cong Luong, et al. ∙ 0 ∙ share

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Joint Auction-Coalition Formation Framework for Communication-Efficient Federated Learning in UAV-Enabled Internet of Vehicles

Due to the advanced capabilities of the Internet of Vehicles (IoV) compo...
07/13/2020 ∙ by Jer Shyuan Ng, et al. ∙ 0 ∙ share

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Blockchain for the Internet of Vehicles towards Intelligent Transportation Systems: A Survey

Internet of Vehicles (IoV) is an emerging concept that is believed to he...
07/12/2020 ∙ by Muhammad Baqer Mollah, et al. ∙ 0 ∙ share

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iRDRC: An Intelligent Real-time Dual-functional Radar-Communication System for Automotive Vehicles

This letter introduces an intelligent Real-time Dual-functional Radar-Co...
07/11/2020 ∙ by Nguyen Quang Hieu, et al. ∙ 0 ∙ share

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Predictive Maintenance for Edge-Based Sensor Networks: A Deep Reinforcement Learning Approach

Failure of mission-critical equipment interrupts production and results ...
07/07/2020 ∙ by Kevin Shen Hoong Ong, et al. ∙ 0 ∙ share

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Cognitive Radio Network Throughput Maximization with Deep Reinforcement Learning

Radio Frequency powered Cognitive Radio Networks (RF-CRN) are likely to ...
07/07/2020 ∙ by Kevin Shen Hoong Ong, et al. ∙ 0 ∙ share

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Federated Learning for 6G Communications: Challenges, Methods, and Future Directions

As the 5G communication networks are being widely deployed worldwide, bo...
06/04/2020 ∙ by YI LIU, et al. ∙ 0 ∙ share

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Incentive Mechanism Design for Resource Sharing in Collaborative Edge Learning

In 5G and Beyond networks, Artificial Intelligence applications are expe...
05/31/2020 ∙ by Wei Yang Bryan Lim, et al. ∙ 0 ∙ share

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Two-Hop Connectivity to the Roadside in a VANET Under the Random Connection Model

We compute the expected number of cars that have at least one two-hop pa...
05/29/2020 ∙ by Alexander P. Kartun-Giles, et al. ∙ 0 ∙ share

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Optimization-driven Deep Reinforcement Learning for Robust Beamforming in IRS-assisted Wireless Communications

Intelligent reflecting surface (IRS) is a promising technology to assist...
05/25/2020 ∙ by Jiaye Lin, et al. ∙ 0 ∙ share

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A Bandit Approach for Mode Selection in Ambient Backscatter-Assisted Wireless-Powered Relaying

Backscattering assisted wireless-powered communication combines ultralow...
05/13/2020 ∙ by Guangxia Li, et al. ∙ 0 ∙ share

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A Secure Federated Learning Framework for 5G Networks

Federated Learning (FL) has been recently proposed as an emerging paradi...
05/12/2020 ∙ by YI LIU, et al. ∙ 0 ∙ share

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Demand-Side Scheduling Based on Deep Actor-Critic Learning for Smart Grids

We consider the problem of demand-side energy management, where each hou...
05/05/2020 ∙ by Joash Lee, et al. ∙ 0 ∙ share

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Intelligent Reflecting Surface-Aided Backscatter Communications

We introduce a novel system setup where a backscatter device operates in...
04/20/2020 ∙ by Xiaolun Jia, et al. ∙ 0 ∙ share

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Local Differential Privacy based Federated Learning for Internet of Things

Internet of Vehicles (IoV) is a promising branch of the Internet of Thin...
04/19/2020 ∙ by Yang Zhao, et al. ∙ 0 ∙ share

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Resource Management for Blockchain-enabled Federated Learning: A Deep Reinforcement Learning Approach

Blockchain-enabled Federated Learning (BFL) enables model updates of Fed...
04/08/2020 ∙ by Nguyen Quang Hieu, et al. ∙ 0 ∙ share

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Towards Federated Learning in UAV-Enabled Internet of Vehicles: A Multi-Dimensional Contract-Matching Approach

Coupled with the rise of Deep Learning, the wealth of data and enhanced ...
04/08/2020 ∙ by Wei Yang Bryan Lim, et al. ∙ 0 ∙ share

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On Coordination of Smart Grid and Cooperative Cloud Providers

Cooperative cloud providers in the form of cloud federations can potenti...
03/30/2020 ∙ by Monireh Mohebbi Moghaddam, et al. ∙ 0 ∙ share

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Decentralized Learning for Channel Allocation in IoT Networks over Unlicensed Bandwidth as a Contextual Multi-player Multi-armed Bandit Game

We study a decentralized channel allocation problem in an ad-hoc Interne...
03/30/2020 ∙ by Wenbo Wang, et al. ∙ 0 ∙ share

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Mechanism Design for Wireless Powered Spatial Crowdsourcing Networks

Wireless power transfer (WPT) is a promising technology to prolong the l...
03/27/2020 ∙ by Yutao Jiao, et al. ∙ 0 ∙ share

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Privacy-preserving Traffic Flow Prediction: A Federated Learning Approach

Existing traffic flow forecasting approaches by deep learning models ach...
03/19/2020 ∙ by YI LIU, et al. ∙ 0 ∙ share

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A Generative Learning Approach for Spatio-temporal Modeling in Connected Vehicular Network

Spatio-temporal modeling of wireless access latency is of great importan...
03/16/2020 ∙ by Rong Xia, et al. ∙ 0 ∙ share

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Optimal Pricing of Internet of Things: A Machine Learning Approach

Internet of things (IoT) produces massive data from devices embedded wit...
02/14/2020 ∙ by Mohammad Abu Alsheikh, et al. ∙ 0 ∙ share

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A Retrodirective Wireless Power Transfer Scheme for Ambient Backscatter Systems

One of the key challenges of the Internet of Things (IoT) is to sustaina...
02/13/2020 ∙ by Sahar Idrees, et al. ∙ 0 ∙ share

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Shipper Cooperation in Stochastic Drone Delivery: A Dynamic Bayesian Game Approach

With the recent technological innovation, unmanned aerial vehicles, know...
02/08/2020 ∙ by Suttinee Sawadsitang, et al. ∙ 0 ∙ share

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Reflection Resource Management for Intelligent Reflecting Surface Aided Wireless Networks

In this paper, the adoption of an intelligent reflecting surface (IRS) f...
02/02/2020 ∙ by Yulan Gao, et al. ∙ 0 ∙ share

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Reconfigurable Intelligent Surface for MISO Systems with Proportional Rate Constraints

This paper investigates the system spectral efficiency (SE) in reconfigu...
01/29/2020 ∙ by Yulan Gao, et al. ∙ 0 ∙ share

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Deep Reinforcement Learning for Backscatter-Aided Data Offloading in Mobile Edge Computing

Wireless network optimization has been becoming very challenging as the ...
01/28/2020 ∙ by Shimin Gong, et al. ∙ 0 ∙ share

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Capitalizing Backscatter-Aided Hybrid Relay Communications with Wireless Energy Harvesting

In this work, we employ multiple energy harvesting relays to assist info...
01/28/2020 ∙ by Shimin Gong, et al. ∙ 0 ∙ share

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Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning

Deep Reinforcement Learning (DRL) has numerous applications in the real ...
01/27/2020 ∙ by Inaam Ilahi, et al. ∙ 23 ∙ share

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A Blockchain-Based Approach for Saving and Tracking Differential-Privacy Cost

An increasing amount of users' sensitive information is now being collec...
01/25/2020 ∙ by Yang Zhao, et al. ∙ 0 ∙ share

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Joint Time Scheduling and Transaction Fee Selection in Blockchain-based RF-Powered Backscatter Cognitive Radio Network

In this paper, we develop a new framework called blockchain-based Radio ...
01/10/2020 ∙ by Tran The Anh, et al. ∙ 0 ∙ share

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IRS-based Wireless Jamming Attacks: When Jammers can Attack without Power

This paper introduces a new type of wireless jamming attack, called IRS ...
01/07/2020 ∙ by Bin Lyu, et al. ∙ 0 ∙ share

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Spectrum Intelligent Radio: Technology, Development, and Future Trends

The advent of Industry 4.0 with massive connectivity places significant ...
01/01/2020 ∙ by Peng Cheng, et al. ∙ 0 ∙ share

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"Borrowing Arrows with Thatched Boats": The Art of Defeating Reactive Jammers in IoT Networks

In this article, we introduce a novel deception strategy which is inspir...
12/24/2019 ∙ by Dinh Thai Hoang, et al. ∙ 0 ∙ share

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Computation Offloading and Content Caching Delivery in Vehicular Edge Computing: A Survey

Autonomous Vehicles (AVs) generated a plethora of data prior to support ...
12/17/2019 ∙ by Rudzidatul Akmam Dziyauddin, et al. ∙ 0 ∙ share

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Towards Smart Radio Environment for Wireless Communications via Intelligent Reflecting Surfaces: A Comprehensive Survey

This paper presents a comprehensive literature review on applications an...
12/17/2019 ∙ by Shimin Gong, et al. ∙ 0 ∙ share

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Toward an Automated Auction Framework for Wireless Federated Learning Services Market

In traditional machine learning, the central server first collects the d...
12/13/2019 ∙ by Yutao Jiao, et al. ∙ 0 ∙ share

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Artificial Intelligence-Enabled Intelligent 6G Networks

With the rapid development of smart terminals and infrastructures, as we...
12/12/2019 ∙ by Helin Yang, et al. ∙ 0 ∙ share

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A Dynamic Reliability-Aware Service Placement for Network Function Virtualization (NFV)

Network softwarization is one of the major paradigm shifts in the next g...
11/15/2019 ∙ by Mohammad Karimzadeh Farshbafan, et al. ∙ 0 ∙ share

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Dynamic Model for Network Selection in Next Generation HetNets with Memory-affecting Rational Users

Recently, due to the staggering growth of wireless data traffic, heterog...
11/11/2019 ∙ by Shaohan Feng, et al. ∙ 0 ∙ share

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Blockchain for Future Smart Grid: A Comprehensive Survey

The concept of smart grid has been introduced as a new vision of the con...
11/08/2019 ∙ by Muhammad Baqer Mollah, et al. ∙ 0 ∙ share

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Intelligent Reflecting Surface (IRS)-Enabled Covert Communications in Wireless Networks

With growing security threats to the evolving wireless systems, protecti...
11/03/2019 ∙ by Xiao Lu, et al. ∙ 0 ∙ share

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Intelligent Reflecting Surface Aided Network: Power Control for Physical-Layer Broadcasting

As a recently proposed idea for future wireless systems, intelligent ref...
10/31/2019 ∙ by Huimei Han, et al. ∙ 0 ∙ share

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