Table 6.
Summary of techniques used for data fusion-based IPS.
Technique | Advantages | Disadvantages | Accuracy (m) |
---|---|---|---|
IMU Fusion | - Robustness to NLoS | - Requires | 0.18–2.674 |
[3,15,86,87,95,101,102,103] | conditions | computation | |
- Provides an estimate | resources | ||
of user position | |||
- Can reset error drift | |||
Crowdsourcing | - Does not require | - Requires accurate | 0.1–4.3 |
[102,104,105,106,107] | initial site survey | position estimates | |
- Can update maps | for map updates to | ||
dynamically | be reliable | ||
Hybrid Fusion | - Counteracts the | - Requires | 0.39 |
[14,108] | negative aspects | computation | |
of involved technologies | resources | ||
- System becomes robust | - Requires | ||
against failures | communication | ||
resources | |||
Heterogeneous Fusion | - Makes system more | - Requires | 0.6 |
[109] | robust to device failure | computation | |
- Can counteract | resources | ||
the negative aspects | - Requires | ||
of involved technologies | communication | ||
resources | |||
Homogeneous Fusion | - Makes system more | - Requires | 0.03–0.6 |
[60,65,110,111] | robust to device failure | computation | |
- Makes system more | resources | ||
robust to negative | - Requires | ||
environment effects | communication | ||
resources |