Indoor localization based on multi-sensor fusion, crowdsourcing, and multi-user collaboration

AMA Mostafa - 2023 - theses.lib.polyu.edu.hk
… that this research primarily focuses on indoor localization and does not address outdoor
positioning performance improvements. Pertaining to Indoor Positioning Systems (IPS), different

Multimodal Indoor Localization Using Crowdsourced Radio Maps

Z Yi, X Wen, Q Xia, P Li, F Zampella… - … Conference on …, 2024 - ieeexplore.ieee.org
crowdsourced radio map, we propose an uncertainty-aware WiFi localization module and
a bespoken Bayesian fusion … with the incorporation of various data sources and modeling …

Multimodal Indoor Localization Using Crowdsourced Radio Maps

X Wen, Z Yi, F Zampella, F Alsehly, CX Lu - … the 21st ACM Conference on …, 2023 - dl.acm.org
… We gathered around 2 hours of test data across 3 different buildings, with … radio map
fusion method, We compare our multimodal localization method with the best IMU WiFi fusion

Crowdsourcing-based indoor mapping using smartphones: A survey

B Zhou, W Ma, Q Li, N El-Sheimy, Q Mao, Y Li… - ISPRS Journal of …, 2021 - Elsevier
Different from former surveys, we classify the indoor mapping … Moreover, it adopted curve
fit fusion to improve the output matrices … and radio map were leveraged for indoor localization. …

CRCLoc: A crowdsourcing-based radio map construction method for WiFi fingerprinting localization

X Du, X Liao, M Liu, Z Gao - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Different from the above four methods, our crowdsourcing method … construction and indoor
localization are introduced. … algorithm using the forward and backward track fusion of user …

Crowdsensing Based Bluetooth Radio Map Reconstruction for Indoor Localization

Y Guo, X Kang, H Du - 2024 6th International Conference on …, 2024 - ieeexplore.ieee.org
indoor positioning research has been booming, and various … This paper [16] proposes a
semi crowdsourced radio map … for rough positioning and helps to mark location information into

Crowdsourcing-based fingerprinting for indoor location in multi-storey buildings

R Santos, R Leonardo, M Barandas, D Moreira… - Ieee …, 2021 - ieeexplore.ieee.org
… , crucial to widen the usage scenarios of indoor localisation. … mall, to estimate an initial radio
map and correct the users’ … magnetic data are combined through sensor fusion employing a …

CrowdFusion: Multisignal Fusion SLAM Positioning Leveraging Visible Light

Z Li, X Zhao, Z Zhao, T Braun - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
… To support those location-based services, diverse positioningCrowdsourcing positioning
generates a radio map by … Zee [21] is an early crowdsourcing indoor positioning system to …

GraphIPS: Calibration-free and map-free indoor positioning using smartphone crowdsourced data

Y Zhao, Z Zhang, T Feng, WC Wong… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… which fuses crowdsourced WiFi and IMU data for radio map … each other but at different turning
points may be fused by mistake … However, the error caused by wrong fusion in this case is …

Noise reduction for radio map crowdsourcing building in WLAN indoor localization system

L Zhang, Z Wang, X Meng, C Fang, C Liu - … Journal on Advances in Signal …, 2021 - Springer
into the real one, which in turn degrades the radio map in location space. Second, each
crowdsourcing mobile device may be diverse … for radio map in crowdsourcing indoor positioning