ReviewSensors (Basel, Switzerland)2019
A Meta-Review of Indoor Positioning Systems.
Review in Sensors (Basel, Switzerland), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
41 citing papers in PubMed.
- Heteroscedastic Bias-Robust Projected Gradient Descent for UWB Localization in Complex Indoor Environments.Sensors (Basel, Switzerland) · 2026Article
- Deep Learning Indoor Positioning for Connected Aircraft Cabins: A ResNet Approach with Real-World Validation.Sensors (Basel, Switzerland) · 2026Article
- Novel Filter-Based Excitation Method for Pulse Compression in Ultrasonic Sensory Systems.Sensors (Basel, Switzerland) · 2025Article
- Compromising location privacy through Wi-Fi RSSI tracking.Scientific reports · 2025Article
- Indoor Localization with Extended Trajectory Map Construction and Attention Mechanisms in 5G.Sensors (Basel, Switzerland) · 2025Article
- An Improved Adaptive Monte Carlo Localization Algorithm Integrated with a Virtual Motion Model.Sensors (Basel, Switzerland) · 2025Article
- Generalizing location-centric variations to enhance contactless human activity recognition.Frontiers in computational neuroscience · 2025Article
- A Precise and Scalable Indoor Positioning System Using Cross-Modal Knowledge Distillation.Sensors (Basel, Switzerland) · 2024Article
- Multimodal Image-Based Indoor Localization with Machine Learning-A Systematic Review.Sensors (Basel, Switzerland) · 2024Review
- Vision-Based UAV Detection and Localization to Indoor Positioning System.Sensors (Basel, Switzerland) · 2024Article
- Adaptive Network Model for Assisting People with Disabilities through Crowd Monitoring and Control.Bioengineering (Basel, Switzerland) · 2024Article
- Fast Deployment of a UWB-Based IPS for Emergency Response Operations.Sensors (Basel, Switzerland) · 2023Article
- Development and Evaluation of BLE-Based Room-Level Localization to Improve Hand Hygiene Performance Estimation.Journal of healthcare engineering · 2023Article
- Framework for Simultaneous Indoor Localization, Mapping, and Human Activity Recognition in Ambient Assisted Living Scenarios.Sensors (Basel, Switzerland) · 2022Article
- Meaningful Test and Evaluation of Indoor Localization Systems in Semi-Controlled Environments.Sensors (Basel, Switzerland) · 2022Article
- Deep Learning-Based Indoor Localization Using Multi-View BLE Signal.Sensors (Basel, Switzerland) · 2022Article
- A Robust and Accurate Indoor Localization Using Learning-Based Fusion of Wi-Fi RTT and RSSI.Sensors (Basel, Switzerland) · 2022Article
- Simulation Tool and Online Demonstrator for CDMA-Based Ultrasonic Indoor Localization Systems.Sensors (Basel, Switzerland) · 2022Article
- Automating the Calibration of Visible Light Positioning Systems.Sensors (Basel, Switzerland) · 2022Article
- Designing and developing a mobile application for indoor real-time positioning and navigation in healthcare facilities.Technology and health care : official journal of the European Society for Engineering and Medicine · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
An accurate and reliable Indoor Positioning System (IPS) applicable to most indoor scenarios has been sought for many years. The number of technologies, techniques, and approaches in general used in IPS proposals is remarkable. Such diversity, coupled with the lack of strict and verifiable evaluations, leads to difficulties for appreciating the true value of most proposals. This paper provides a meta-review that performed a comprehensive compilation of 62 survey papers in the area of indoor positioning. The paper provides the reader with an introduction to IPS and the different technologies, techniques, and some methods commonly employed. The introduction is supported by consensus found in the selected surveys and referenced using them. Thus, the meta-review allows the reader to inspect the IPS current state at a glance and serve as a guide for the reader to easily find further details on each technology used in IPS. The analyses of the meta-review contributed with insights on the abundance and academic significance of published IPS proposals using the criterion of the number of citations. Moreover, 75 works are identified as relevant works in the research topic from a selection of about 4000 works cited in the analyzed surveys.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.