Indoor Localization
35 papers with code • 0 benchmarks • 5 datasets
Indoor localization is a fundamental problem in indoor location-based applications.
Benchmarks
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Libraries
Use these libraries to find Indoor Localization models and implementations
NILoc
RISEdb
dichasus-cf0x
Most implemented papers
Autonomous WiFi Fingerprinting for Indoor Localization
AuF first conduct an automatic initialization process in the target indoor environment, then constructs the WiFi fingerprint database of in two steps: (i) surveying the site without sojourn, (ii) recovering unreliable signals in the database with two methods.
Memoryless Techniques and Wireless Technologies for Indoor Localization with the Internet of Things
In recent years, the Internet of Things (IoT) has grown to include the tracking of devices through the use of Indoor Positioning Systems (IPS) and Location Based Services (LBS).
Zero-Shot Multi-View Indoor Localization via Graph Location Networks
coldmanck/zero-shot-indoor-localization-release
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In this paper, we propose a novel neural network based architecture Graph Location Networks (GLN) to perform infrastructure-free, multi-view image based indoor localization.
Adaptive Channel Estimation based on Deep Learning
Channel state information is very critical in various applications such as physical layer security, indoor localization, and channel equalization.
RaP-Net: A Region-wise and Point-wise Weighting Network to Extract Robust Features for Indoor Localization
Experimental results show that the proposed RaP-Net trained with OpenLORIS-Location dataset achieves excellent performance in the feature matching task and significantly outperforms state-of-the-arts feature algorithms in indoor localization.
Learning-based Bias Correction for Time Difference of Arrival Ultra-wideband Localization of Resource-constrained Mobile Robots
Williamwenda/UWB_TDOA_dataset
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Accurate indoor localization is a crucial enabling technology for many robotics applications, from warehouse management to monitoring tasks.
OpenCSI: An Open-Source Dataset for Indoor Localization Using CSI-Based Fingerprinting
Many applications require accurate indoor localization.
Multi-Static UWB Radar-based Passive Human Tracking Using COTS Devices
Due to its high delay resolution, the ultra-wideband (UWB) technique has been widely adopted for fine-grained indoor localization.
Personal thermal comfort models using digital twins: Preference prediction with BIM-extracted spatial-temporal proximity data from Build2Vec
Build2Vec utilizes the spatial data from the Building Information Model (BIM) and indoor localization in a real-world setting.
WiFi-based Multi-task Sensing
zhang-xie/wimuse
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Then, for solving the imbalance issue, the extracted common feature in Wimuse is encouraged to get close to the counterpart features of the STS models.
