Realistic Indoor Hybrid WiFi and OFDMA-Based LiFi Networks

被引:51
|
作者
Zeng, Zhihong [1 ]
Dehghani Soltani, Mohammad [1 ]
Wang, Yunlu [1 ]
Wu, Xiping [1 ]
Haas, Harald [1 ]
机构
[1] Univ Edinburgh, LiFi R&D Ctr, Edinburgh EH9 3JL, Midlothian, Scotland
基金
英国工程与自然科学研究理事会;
关键词
Light fidelity; Wireless fidelity; Handover; Radio frequency; Uplink; Downlink; Evolutionary game theory; hybrid network; LiFi; load balancing; WiFi; handover overhead; OFDMA; VISIBLE-LIGHT; RESOURCE-ALLOCATION; MODULATION; ORIENTATION; PERFORMANCE; FREQUENCY; DOWNLINK; FEEDBACK; GAME;
D O I
10.1109/TCOMM.2020.2974458
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The increasing number of mobile devices challenges the current radio frequency (RF) networks, e.g. wireless fidelity (WiFi) networks. Light Fidelity (LiFi) is considered as a promising complementary technology, which operates within the visible light spectrum and infrared spectrum. In an indoor scenario, a hybrid LiFi/WiFi network (HLWN) provides a potential solution to future wireless communications where LiFi augments WiFi in providing ultra-high speed and low latency wireless connectivity. In this paper, dynamic load balancing (LB) with handover in HLWNs is studied. The orientation-based random waypoint (ORWP) mobility model is considered to provide a more realistic framework to evaluate the performance of HLWNs. Based on the low-pass filtering effect of the LiFi channel, we firstly propose an orthogonal frequency division multiplexing access (OFDMA)-based resource allocation (RA) method in LiFi systems. Also, an enhanced evolutionary game theory (EGT)-based LB scheme with handover in HLWNs is proposed. In the EGT scheme, each user adapts their strategy to improve the payoff until LB is achieved across LiFi and WiFi. Then, the LiFi system uses the proposed OFDMA-based RA method while the WiFi system applies the carrier sense multiple access with collision detection (CSMA/CA). Simulation results show that in the LiFi system the OFDMA-based RA scheme outperforms the time division multiple access (TDMA) scheme in terms of both user data rate and fairness. Regarding LB in HLWNs, the proposed EGT scheme can achieve a remarkable enhancement in throughput compared to benchmark schemes, such as hard threshold (HT) scheme and random access point assignment (RAA) scheme.
引用
收藏
页码:2978 / 2991
页数:14
相关论文
共 50 条
  • [31] Load Balancing of Hybrid LiFi WiFi Networks Using Reinforcement learning
    Ahmad, Rizwana
    Soltani, Mohammad Dehghani
    Safari, Majid
    Srivastava, Anand
    2020 IEEE 31ST ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS (IEEE PIMRC), 2020,
  • [32] Joint Optimisation of Load Balancing and Handover for Hybrid LiFi and WiFi Networks
    Wu, Xiping
    Safari, Majid
    Haas, Harald
    2017 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2017,
  • [33] Mobility-aware load balancing for hybrid LiFi and WiFi networks
    Wu, Xiping
    Haas, Harald
    JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, 2019, 11 (12) : 588 - 597
  • [34] Learning-Aided Network Association for Hybrid Indoor LiFi-WiFi Systems
    Wang, Jingjing
    Jiang, Chunxiao
    Zhang, Haijun
    Zhang, Xin
    Leung, Victor C. M.
    Hanzo, Lajos
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, 67 (04) : 3561 - 3574
  • [35] An improved scheme for initial ranging in OFDMA-based networks
    Sanguinetti, Luca
    Morelli, Michele
    Poor, H. Vincent
    2008 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, PROCEEDINGS, VOLS 1-13, 2008, : 3469 - 3474
  • [36] Distributed Resource Allocation for OFDMA-Based Relay Networks
    Pan, Yuwen
    Nix, Andrew
    Beach, Mark
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2011, 60 (03) : 919 - 931
  • [37] SYSTEM PERFORMANCE ANALYSIS OF OFDMA-BASED FEMTOCELL NETWORKS
    Wang, Mingyan
    Zhu, Xinning
    Zeng, Zhimin
    Wan, Shaohua
    Li, Wei
    PROCEEDINGS OF 2011 INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY AND APPLICATION, ICCTA2011, 2011, : 405 - 410
  • [38] Distributed Synchronization for OFDMA-Based Wireless Mesh Networks
    Kim, Jihyung
    Kim, Jung-Hyun
    Lim, Kwangjae
    ETRI JOURNAL, 2014, 36 (01) : 1 - 11
  • [39] Resource Allocation for OFDMA-based Wireless Mesh Networks
    Yekanlou, Abbas
    Abbasfar, Aliazam
    2020 28TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2020, : 921 - 925
  • [40] Optimization of OFDMA-Based Cellular Cognitive Radio Networks
    Ma, Yao
    Kim, Dong In
    Wu, Zhiqiang
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2010, 58 (08) : 2265 - 2276