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. 2024 Oct 26;24(21):6876. doi: 10.3390/s24216876

Table 9.

Comparison of multi-technology data fusion techniques for IPSs.

Fusion Technique Technologies Integrated Advantages Disadvantages Reference
Dual-Step Fusion Inertial sensors, short-range and long-range radio Improved accuracy through pattern matching and PDR Complexity in implementation and processing [280]
Data-Driven Inertial Navigation with BLE Inertial sensors, BLE Up to 45.37% reduction in positional error using deep learning Requires significant data for model training [281]
Fingerprint Fusion Wi-Fi, UWB, 433 MHz In total, 11% accuracy improvement in complex environments Dependency on the quality of fingerprint database [282]
Information-Theory-Based Fusion Multiple Wi-Fi access points Enhances localization performance in crowded environments Requires sophisticated algorithms and processing power [283]
Data fusion Knowledge Transfer for CSI Multiple Wi-Fi access points based CSI Improves accuracy in dynamic settings, like parking lots Involves complex data handling; requires calibration [243]