Automatic self-reconstruction model for radio map in Wi-Fi fingerprinting

•Our ASR model is fingerprint robust to Wi-Fi environment dynamics.•We propose RE-DFP, a new localization network of encoding–decoding structure.•We propose RAD to detect anomalies in the radio map in the online phase.•Our model is state-of-the-art research with high accuracy and seamless positioning.