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
  • [41] Optimized joint LiFi coordinated multipoint joint transmission clustering and load balancing for hybrid LiFi and WiFi networks
    Ma, Weibin
    Zhang, Lin
    Jiang, Yuan
    JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, 2020, 12 (08) : 227 - 238
  • [42] Adaptive cross-layer handover algorithm based on MPTCP for hybrid LiFi-and-WiFi networks
    Hu, Qiuyue
    Gan, Chaoqin
    Gong, Guiyu
    Zhu, Yifan
    AD HOC NETWORKS, 2022, 134
  • [43] Energy Efficient QoS-Based Access Point Selection in Hybrid WiFi and LiFi IoT Networks
    Asad, Muhammad
    Qaisar, Saad
    IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2022, 6 (02): : 897 - 906
  • [44] Consensus Based Power Update Algorithm for OFDMA-based Femtocell Networks
    Sevim, Oguzhan
    Akar, Mehmet
    2018 26TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2018, : 442 - 447
  • [45] Dynamic Spectrum Allocation for the Downlink of OFDMA-Based Hybrid-Access Cognitive Femtocell Networks
    Zhang, Lei
    Jiang, Tao
    Luo, Kai
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2016, 65 (03) : 1772 - 1781
  • [46] Integrated voice, and data over OFDMA-based cellular networks
    Khalaf, G.A.F.M.
    AEJ - Alexandria Engineering Journal, 2007, 46 (06): : 837 - 847
  • [47] Distributed Frequency Synchronization for OFDMA-based Wireless Mesh Networks
    Kim, Jung-Hyun
    Song, Hong-Yeop
    Kim, Jihyung
    Lim, Kwangjae
    Kwon, Dong Seung
    SIXTH INTERNATIONAL WORKSHOP ON SIGNAL DESIGN AND ITS APPLICATIONS IN COMMUNICATIONS, 2013, : 138 - 141
  • [48] Performance evaluation of frequency planning schemes in OFDMA-based networks
    Elayoubi, S-E.
    Ben Haddada, O.
    Fourestie, B.
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2008, 7 (05) : 1623 - 1633
  • [49] LOAD BALANCING IN HYBRID WIFI/ LIFI NETWORKS BASED ON THE RSSI OF THE LOAD USING OPTIMIZED KNN CLUSTERING
    Ahmed, Mohammed
    Alkahrsan, Ali
    Ilyas, Muhammad
    2ND INTERNATIONAL CONGRESS ON HUMAN-COMPUTER INTERACTION, OPTIMIZATION AND ROBOTIC APPLICATIONS (HORA 2020), 2020, : 652 - 655
  • [50] A Resource Configuration Scheme in OFDMA-based Cellular Relay Networks
    Chen, Hua
    Peng, Mugen
    Jiang, Jiamo
    2012 1ST IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA WORKSHOPS (ICCC), 2012, : 102 - 107