Search Results - "Nguyen, The Vi"
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1
Achievable Rate Analysis of Two-Hop Interference Channel With Coordinated IRS Relay
Published in IEEE transactions on wireless communications (01-09-2022)“…Intelligent reflecting surface (IRS) is a promising 6G technology that can improve wireless communication capacity in a cost-effective and energy-efficient…”
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Journal Article -
2
Energy-Efficient and Low-Complexity Transmission Control with SWIPT-NOMA for Green Cellular Networks
Published in IEEE transactions on wireless communications (01-10-2023)“…In this study, we consider an energy-efficient and low-complexity transmission control in a SWIPT-NOMA-based green cellular network (GCN) that consists of a…”
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Journal Article -
3
User-Aware and Flexible Proactive Caching Using LSTM and Ensemble Learning in IoT-MEC Networks
Published in IEEE internet of things journal (01-03-2022)“…To meet the stringent demands of emerging Internet-of-Things (IoT) applications, such as smart home, smart city, and virtual reality in 5G/6G IoT networks,…”
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Journal Article -
4
Content Caching in HAP-Assisted Multi-UAV Networks Using Hierarchical Federated Learning
Published in 2021 International Conference on Information and Communication Technology Convergence (ICTC) (20-10-2021)“…High and low altitude platforms are expected to become an important component in current access infrastructure design to improve the radio access capability…”
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Conference Proceeding -
5
Learning-based Reconfigurable Intelligent Surface-aided Rate-Splitting Multiple Access Networks
Published in IEEE internet of things journal (15-10-2023)“…Rate-splitting multiple access (RSMA) and reconfigurable intelligent surface (RIS) techniques show promise in enhancing spectral efficiency in sixth-generation…”
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Journal Article -
6
MEC-Enhanced Aerial Serving Networks via HAP: A Deep Reinforcement Learning Approach
Published in 2022 International Conference on Information Networking (ICOIN) (12-01-2022)“…Next-generation communication networks tend to bring global connectivity, even in rural areas, disaster areas, etc., where terrestrial base stations are…”
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Conference Proceeding -
7
User-Preference-based Proactive Caching in Edge Networks
Published in 2021 International Conference on Information Networking (ICOIN) (13-01-2021)“…Recently, with the rapid growth of data traffic, caching in the edge networks is considered a promising approach which provides low latency and improves user's…”
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Conference Proceeding -
8
Deep Regression Model for Videos Popularity Prediction in Mobile Edge Caching Networks
Published in 2021 International Conference on Information Networking (ICOIN) (13-01-2021)“…In recent years, the wide spread adoption of mobile and multimedia applications has resulted in exponentially increasing multimedia traffic, which exerts a…”
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Conference Proceeding -
9
Privacy-Preserving Learning Models for Communication: A tutorial on Advanced Split Learning
Published in 2022 13th International Conference on Information and Communication Technology Convergence (ICTC) (19-10-2022)“…Along with the development of the internet, there is an explosion of data that is assembled from diverse sources such as mobile phones or sensors with…”
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Conference Proceeding -
10
RSMA for Uplink MIMO Systems: DRL-Based Achievable System Sum Rate Maximization
Published in 2023 IEEE Globecom Workshops (GC Wkshps) (04-12-2023)“…This research studies an uplink multiple-input multiple-output (MIMO) system with rate-splitting multiple access (RSMA) techniques. In this regard, we…”
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Conference Proceeding -
11
Cooperative User Relaying with RSMA for 6G Networks: Overview, Research Challenges and Future Trends
Published in 2023 International Conference on Information Networking (ICOIN) (11-01-2023)“…Cooperative user relaying (CUR) is emerged as an effective framework for 6G networks to address and improve the coverage, system capacity, and transference…”
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Conference Proceeding -
12
Throughput Maximization for Uplink IoT NOMA Systems with Efficient Resource Allocation
Published in 2020 International Conference on Information and Communication Technology Convergence (ICTC) (21-10-2020)“…In upcoming future wireless networks, non-orthogonal multiple access (NOMA) has recently attracted attention in that it can increase the capacity. Along with…”
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Conference Proceeding -
13
GPU-specific Task Offloading in the Mobile Edge Computing Network
Published in 2020 International Conference on Information and Communication Technology Convergence (ICTC) (21-10-2020)“…Graphics processing unit (GPU)-specific tasks can be done by mobile edge computing in 5G networks because user equipments (UEs) offload the tasks near to Edge…”
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Conference Proceeding -
14
Privacy-Preserving Traffic Flow Prediction: A Split Learning Approach
Published in 2023 International Conference on Information Networking (ICOIN) (11-01-2023)“…Nowadays, a crucial component of Intelligent Transportation Systems is traffic flow prediction, contributing to reducing traffic congestion or traffic…”
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Conference Proceeding -
15
Statistical Delay Guarantee for the URLLC in IRS-Assisted NOMA Networks with Finite Blocklength Coding
Published in IEEE transactions on wireless communications (05-11-2024)“…One of the essential factors for enabling sixth-generation systems is efficiently ensuring diverse quality-of-service (QoS) performance metrics to support the…”
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Journal Article -
16
Hit Ratio and Latency Optimization for Caching Systems: A Survey
Published in 2021 International Conference on Information Networking (ICOIN) (13-01-2021)“…The rise of fifth-generation (5G) communication systems allows the super high-quality services to be implemented in real-life; however, it requires a massive…”
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Conference Proceeding -
17
Partial Computation Offloading in NOMA-Assisted Mobile-Edge Computing Systems Using Deep Reinforcement Learning
Published in IEEE internet of things journal (01-09-2021)“…Mobile-edge computing (MEC) and nonorthogonal multiple access (NOMA) have been regarded as promising technologies for beyond fifth-generation (B5G) and…”
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Journal Article -
18
On Stalling Minimization of Adaptive Bitrate Video Services in Edge Caching Systems
Published in 2020 International Conference on Information Networking (ICOIN) (01-01-2020)“…The proliferation of multimedia applications had led to explosively increasing multimedia traffic over wireless networks. To tackle such an explosive traffic…”
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Conference Proceeding -
19
Intelligent Beamforming Design in mmWave mMIMO: A Reinforcement Learning Approach
Published in 2022 13th International Conference on Information and Communication Technology Convergence (ICTC) (19-10-2022)“…Bandwidth nowadays becomes increasingly limited due to a huge amount of devices and applications joining the network. Fortunately, along with the development…”
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Conference Proceeding -
20
Trajectory Design in multi-UAV-assisted RSMA Downlink Communication
Published in 2022 13th International Conference on Information and Communication Technology Convergence (ICTC) (19-10-2022)“…In this study, we investigate the multi-UAV trajec-tory design problem for downlink rate splitting multiple (RSMA) access, and design the movement function for…”
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Conference Proceeding