Name
Title | ||
|---|---|---|
An Indoor Wi-Fi Localization Algorithm Using Ranging Model Constructed With Transformed RSSI and BP Neural Network |
Abstract | ||
|---|---|---|
This paper focuses on improving indoor Wi-Fi localization by mitigating the effect of fluctuation of received signal strength indication (RSSI). The RSSI data collected at each reference point is first transformed through translation and scaling. The BP (Back Propagation) neural network is then used to construct the ranging model using the transformed RSSI to determine the distances between the ta... |
Year | DOI | Venue |
|---|---|---|
2022 | 10.1109/TCOMM.2022.3145408 | IEEE Transactions on Communications |
Keywords | DocType | Volume |
Location awareness,Distance measurement,Fluctuations,Machine learning algorithms,Data models,Classification algorithms,Wireless fidelity | Journal | 70 |
Issue | ISSN | Citations |
3 | 0090-6778 | 1 |
PageRank | References | Authors |
0.36 | 0 | 5 |