most citedStatic vs. Dynamic Databases for Indoor Localization based on Wi-Fi Fingerprinting: A Discussion from a Data Perspective

2 citations · 2 across the 3 of their papers we have counts for

collaborators

6 papers

cs.NI2025

Impact of Environmental Factors on LoRa 2.4 GHz Time of Flight Ranging Outdoors

Yiqing Zhou, Xule Zhou, Zecan Cheng +6

In WSN/IoT, node localization is essential to long-running applications for accurate environment monitoring and event detection, often covering a large area in the field. Due to th…

cs.RO2025

EKF-Based Fusion of Wi-Fi/LiDAR/IMU for Indoor Localization and Navigation

Zeyi Li, Zhe Tang, Kyeong Soo Kim +2

Conventional Wi-Fi received signal strength indicator (RSSI) fingerprinting cannot meet the growing demand for accurate indoor localization and navigation due to its lower accuracy…

eess.SP2024

Decentralized Indoor Localization Based on A Sparse Gaussian Process with Reduced-Dimensional Inputs for Real-Time Sensing and Training on IoT Devices

Zhe Tang, Sihao Li, Zichen Huang +5

As a large number of Internet of Things (IoT) devices are deployed in the field, there arises huge potential of edge computing for indoor localization on those devices. Conventiona…

cs.LG2024

Hierarchical Stage-Wise Training of Linked Deep Neural Networks for Multi-Building and Multi-Floor Indoor Localization Based on Wi-Fi RSSI Fingerprinting

Sihao Li, Kyeong Soo Kim, Zhe Tang +2

In this paper, we present a new solution to the problem of large-scale multi-building and multi-floor indoor localization based on linked neural networks, where each neural network…

cs.LG2024

Mean Teacher based SSL Framework for Indoor Localization Using Wi-Fi RSSI Fingerprinting

Sihao Li, Zhe Tang, Kyeong Soo Kim +1

Conventional large-scale indoor localization based on Wi-Fi RSSI fingerprinting faces issues of time-consuming and labor-intensive labeled data collection, limited generalization o…

cs.LG20242 cited

Static vs. Dynamic Databases for Indoor Localization based on Wi-Fi Fingerprinting: A Discussion from a Data Perspective

Zhe Tang, Ruocheng Gu, Sihao Li +2

Wi-Fi fingerprinting has emerged as the most popular approach to indoor localization. The use of ML algorithms has greatly improved the localization performance of Wi-Fi fingerprin…