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 |