Table 1.
Summary of typical approaches for FRs serving humans and WSNs.
Approach | FR Number | Dimension | Proactive or Reactive | Density, Location, or Distance-Based | Remark |
---|---|---|---|---|---|
[30] | Single | 1D | Proactive | Location | Altitude optimization for coverage area |
[52] | Single | 3D | Proactive | Location | Minimizing transmitting power |
[38] | Single | 3D | Proactive | Location | Minimizing transmitting power |
[39] | Single | 3D | Proactive | Location | Maximizing covered user number |
[43] | Single | 2D | Reactive | Location | Tracking the center of users |
[53] | Single | 2D | Proactive | Location | Prolong WSN network lifetime |
[25] | Multiple | 2D | Proactive | Location | Minimizing robot number |
[32] | Multiple | 2D | Proactive | Density | Maximizing covered user number |
[6] | Multiple | 2D | Proactive | Density | Interference management |
[37] | Multiple | 2D | Proactive | Location | Recharge sensor nodes in cycle |
[50] | Multiple | 3D | Proactive | Location | Minimizing FR number |
[51] | Multiple | 3D | Proactive | Location | Minimizing FR number, maximizing data rate |
[42] | Multiple | 2D | Proactive | Density | Neural-based cost function |
[31] | Multiple | 2D | Proactive | Density | Decentralized robot-user distance minimization; connectivity |
[40] | Multiple | 2D | Proactive | Location | K-means clustering |
[33] | Multiple | 3D | Proactive | Location | Minimizing FR number; connectivity |
[7] | Multiple | 3D | Reactive | Location | Minimizing FR number; energy constrained |
[44] | Multiple | 2D | Reactive | Location | Exhaustive search moving direction |
[48] | Multiple | 2D | Reactive | Distance | Move towards weighted centers |
[49] | Multiple | 2D | Reactive | Location | Navigation based on virtual force |
[55] | Single | 2D | Proactive | Location | Selection charging node and sink node |
[56] | Multiple | 2D | Proactive | Location | Maximization of data collection utility |
[57] | Single | 2D | Proactive | Location | Varying energy consumption rates |
[58] | Multiple | 2D | Proactive | Location | Charging routes and sensor association |
[26] | Multiple | 3D | Proactive | Location | Minimizing FR number |