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
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