LANDMARC: Indoor Location Sensing Using Active RFID
PERCOM '03 Proceedings of the First IEEE International Conference on Pervasive Computing and Communications
PERCOM '05 Proceedings of the Third IEEE International Conference on Pervasive Computing and Communications
Adaptive Temporal Radio Maps for Indoor Location Estimation
PERCOM '05 Proceedings of the Third IEEE International Conference on Pervasive Computing and Communications
Reducing the Calibration Effort for Location Estimation Using Unlabeled Samples
PERCOM '05 Proceedings of the Third IEEE International Conference on Pervasive Computing and Communications
Bayesian Filtering for Location Estimation
IEEE Pervasive Computing
People tracking with anonymous and ID-sensors using Rao-Blackwellised particle filters
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
The GETA sandals: a footprint location tracking system
LoCA'05 Proceedings of the First international conference on Location- and Context-Awareness
GETA sandals: a footstep location tracking system
Personal and Ubiquitous Computing
YPOP indoor navigation and service information system for public environments
ICCOM'07 Proceedings of the 11th Conference on 11th WSEAS International Conference on Communications - Volume 11
Design of an adaptive positioning system based on WiFi radio signals
Computer Communications
WIFE: Wireless Indoor Positioning Based on Fingerprint Evaluation
NETWORKING '09 Proceedings of the 8th International IFIP-TC 6 Networking Conference
Orientation-based radio map extensions for improving positioning system accuracy
Proceedings of the 2009 International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly
Unsupervised Learning for Solving RSS Hardware Variance Problem in WiFi Localization
Mobile Networks and Applications
Computers and Electronics in Agriculture
Detection of spatial events in CommonSens
Proceedings of the 2nd ACM international workshop on Events in multimedia
Dynamic channel model LMS updating for RSS-based localization
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
International Journal of Communication Networks and Distributed Systems
PERVASIVE'06 Proceedings of the 4th international conference on Pervasive Computing
Adaptive radio maps for pattern-matching localization via inter-beacon co-calibration
Pervasive and Mobile Computing
Detecting and correcting WiFi positioning errors
Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing
On the comparability of indoor localization systems' accuracy
Proceedings of the Fifth ACM SIGSPATIAL International Workshop on Indoor Spatial Awareness
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Wi-Fi based indoor location systems have been shown to be both cost-effective and accurate, since they can attain meter-level positioning accuracy by using existing Wi-Fi infrastructure in the environment. However, two major technical challenges persist for current Wi-Fi based location systems, instability in positioning accuracy due to changing environmental dynamics, and the need for manual offline calibration during site survey. To address these two challenges, three environmental factors (people, doors, and humidity) that can interfere with radio signals and cause positioning inaccuracy are identified. Then, we have proposed a sensor-assisted adaptation method that employs RFID sensors and environment sensors to adapt the location systems automatically to the changing environmental dynamics. The proposed adaptation method performs online calibration to build multiple context-aware radio maps under various environmental conditions. Experiments were performed on the sensor-assisted adaptation method. The experimental results show that the proposed adaptive method can avoid adverse reduction in positioning accuracy under changing environmental dynamics.