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. 2023 Jan 23;23(3):1312. doi: 10.3390/s23031312

Table 1.

Brief synopsis of related literature, including comparison to our own work.

Ref Proposed Methods Hybrid Network Types Objective Problem Considered Issues Considered Implementation Other
LB APA HO Blockage Shadowing Interferences Mobility Simulation only Mathematics only Simulation and Mathematics Criteria evaluation Weighted criteria Prioritize criteria DM MCDM
VHO HHO
[59] A novel dynamic handover scheme
based on fuzzy logic (FL)
RF–LiFi Reduce the HO overhead Yes No Yes Yes Yes Yes N/A Yes No No Yes Yes No No Yes No
[60] Two-stage APS
based on FL
WiFi–LiFi Reduce complexity and
achieve higher throughput
No Yes No No No No N/A No No No Yes Yes No No Yes No
[21] A novel algorithm based on FL and a novel load-balancing scheme
WiFi–LiFi Reduce the computational complexity and achieve a higher throughput Yes Yes Yes Yes Yes Yes N/A Yes No No Yes Yes No No Yes No
[63] A two-phase APS scheme is proposed based on FL mmWave–WiFi–LiFi Reduce the computational complexity and achieve a higher throughput Yes Yes No No Yes No Yes No No No Yes Yes No No Yes No
[62] A fuzzy logic (FL) and fuzzy rule-based artificial neural network (ANN) handover decision algorithms WiFi–LiFi To tackle the frequent handover experienced in the hybrid LiFi/WiFi network and reduce the complexity No Yes Yes No No No No Yes No No Yes Yes No No Yes No
[61] Fuzzy logic scheme for APA OCC–LiFi APA+reduced complexity and enhanced QoS No Yes Yes No No No Yes No No No Yes Yes No No Yes No
Our study AHP method using Shannon Entropy and VIKOR WiFi–LiFi APS, priority, weighted criteria, enhance QoS, reduce complexity, and boost system performance Yes Yes Yes Yes Yes Yes N/A Yes Yes Yes Yes Yes Yes Yes Yes Yes