Energy Harvesting and Computation Offloading for UAV-Assisted MEC with NOMA in IoT Network

被引:1
作者
Nguyen, Gia-Huy [1 ]
Nguyen, Anh-Nhat [1 ]
Le, Hien-Hieu [1 ]
Do, Tien-Dung [1 ]
机构
[1] FPT Univ, Dept Comp Fundamentals, Hanoi 10000, Vietnam
来源
COMMUNICATION AND INTELLIGENT SYSTEMS, VOL 3, ICCIS 2023 | 2024年 / 969卷
关键词
Internet of things; Unmanned aerial vehicles; Energy harvesting; Non-orthogonal multiple access; Mobile edge computing; Particle swarm optimization; NONORTHOGONAL MULTIPLE-ACCESS;
D O I
10.1007/978-981-97-2082-8_27
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This study investigates an unmanned aerial vehicle (UAV)-assisted non-orthogonal multiple access (NOMA) based on mobile edge computing (MEC) in Internet of Things (IoT) networks. Specifically, we consider two IoT device (ID) clusters with resource limits and a UAV with an MEC server operating as a wireless power transfer (WPT) station. We present a protocol termed time switching (TS)-UAV NOMA MEC energy harvesting (EH) (TS-UNME), which includes four phases: energy harvesting, task-offloading, task-computing, and task-downloading. For system performance evaluation, we propose a closed-form expression of successful computation probability (SCP) that accounts for imperfect channel state information (ICSI) across the Rayleigh fading channel. In addition, we present a system performance optimization problem, which optimizes SCP by establishing time switching ratio (TSR) and height of UAV. A particle swarm optimization (PSO)-based approach is utilized for solving the problem. Finally, Monte Carlo simulations confirm our analysis's precision.
引用
收藏
页码:381 / 392
页数:12
相关论文
共 50 条
  • [1] Secrecy Offloading Analysis for UAV-Assisted NOMA-MEC in IoT Networks with Imperfect CSI
    Anh-Nhat Nguyen
    Tung-Son Ngo
    Manh-Duc Hoang
    Phuong-Chi Le
    Ngoc-Anh Bui
    Tien-Dat Trinh
    Gia-Huy Nguyen
    Minh-Sang Nguyen
    INTELLIGENCE OF THINGS: TECHNOLOGIES AND APPLICATIONS, ICIT 2024, VOL 2, 2025, 230 : 349 - 360
  • [2] Performance Analysis of IoT Networks with UAV-assisted NOMA-based WPT-MEC
    Anh-Nhat Nguyen
    Dinh-Cuong Hoang
    Gia-Huy Nguyen
    Khai Nguyen
    Nam-Truong Nguyen
    PROCEEDINGS OF THE 2024 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION TECHNOLOGY, ICIIT 2024, 2024, : 416 - 422
  • [3] Resource Allocation for UAV-Assisted IoT Networks with Energy Harvesting and Computation Offloading
    Xu, Hao
    Pan, Cunhua
    Wang, Kezhi
    Chen, Ming
    Nallanathan, Arumugam
    2019 11TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP), 2019,
  • [4] UAV Relay-Assisted NOMA MEC in IoT Networks: Offloading Performance and Optimization
    Nguyen, Anh-Nhat
    Do, Tien-Dung
    Nguyen, Gia-Huy
    Le, Hien-Hieu
    COMMUNICATION AND INTELLIGENT SYSTEMS, VOL 3, ICCIS 2023, 2024, 969 : 393 - 408
  • [5] UAV-Assisted MEC Architecture for Collaborative Task Offloading in Urban IoT Environment
    Barick, Subhrajit
    Singhal, Chetna
    IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2025, 22 (01): : 732 - 743
  • [6] Energy-Efficient Computation Offloading for UAV-Assisted MEC: A Two-Stage Optimization Scheme
    Lin, Weiwei
    Huang, Tiansheng
    Li, Xin
    Shi, Fang
    Wang, Xiumin
    Hsu, Ching-Hsien
    ACM TRANSACTIONS ON INTERNET TECHNOLOGY, 2022, 22 (01)
  • [7] Multi-agent learning based UAV-assisted MEC-NOMA for cellular offloading in Internet of Things
    Wu, Guowei
    Chen, Guifen
    Gu, Xinglong
    EXPERT SYSTEMS WITH APPLICATIONS, 2025, 270
  • [8] UAV-Assisted Hybrid Communication System with NOMA and Nonlinear Energy Harvesting
    Singh, Sandeep Kumar
    Agrawal, Kamal
    Singh, Keshav
    Li, Chih-Peng
    2021 IEEE 94TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2021-FALL), 2021,
  • [9] Energy Harvesting Assisted Intelligent Computation Offloading Method for the IoT in Mining
    Min M.
    Zhang P.
    Zhu H.
    Cheng Z.
    Ma S.
    Li S.
    Xiao L.
    Peng G.
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2023, 45 (10): : 3547 - 3557
  • [10] UAV-Assisted Multi-Access Computation Offloading via Hybrid NOMA and FDMA in Marine Networks
    Dai, Minghui
    Wu, Yuan
    Qian, Liping
    Su, Zhou
    Lin, Bin
    Chen, Nan
    IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2023, 10 (01): : 113 - 127