Discrete-time signal processing (2nd ed.)
Discrete-time signal processing (2nd ed.)
Digital Control of Dynamic Systems
Digital Control of Dynamic Systems
WLAN Location Determination via Clustering and Probability Distributions
PERCOM '03 Proceedings of the First IEEE International Conference on Pervasive Computing and Communications
Power-Efficient Access-Point Selection for Indoor Location Estimation
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Knowledge and Data Engineering
Location Estimation via Support Vector Regression
IEEE Transactions on Mobile Computing
Reducing the Calibration Effort for Probabilistic Indoor Location Estimation
IEEE Transactions on Mobile Computing
Kernel-Based Positioning in Wireless Local Area Networks
IEEE Transactions on Mobile Computing
Learning Adaptive Temporal Radio Maps for Signal-Strength-Based Location Estimation
IEEE Transactions on Mobile Computing
A Scrambling Method for Fingerprint Positioning Based on Temporal Diversity and Spatial Dependency
IEEE Transactions on Knowledge and Data Engineering
Location Fingerprinting In A Decorrelated Space
IEEE Transactions on Knowledge and Data Engineering
Position Location Techniques and Applications
Position Location Techniques and Applications
Intelligent Dynamic Radio Tracking in Indoor Wireless Local Area Networks
IEEE Transactions on Mobile Computing
A taxonomy for radio location fingerprinting
LoCA'07 Proceedings of the 3rd international conference on Location-and context-awareness
Geolocation in mines with an impulse response fingerprinting technique and neural networks
IEEE Transactions on Wireless Communications
A Novel Algorithm for Multipath Fingerprinting in Indoor WLAN Environments
IEEE Transactions on Wireless Communications
Learning long-term dependencies in NARX recurrent neural networks
IEEE Transactions on Neural Networks
Indoor Location System Based on Discriminant-Adaptive Neural Network in IEEE 802.11 Environments
IEEE Transactions on Neural Networks
The accuracy enhancements of virtual antenna for location based services
WISM'10 Proceedings of the 2010 international conference on Web information systems and mining
Theoretical entropy assessment of fingerprint-based Wi-Fi localization accuracy
Expert Systems with Applications: An International Journal
Beacon selection for localisation in IEEE 802.11 wireless infrastructure
International Journal of Ad Hoc and Ubiquitous Computing
From RSSI to CSI: Indoor localization via channel response
ACM Computing Surveys (CSUR)
Beacon selection for localisation in IEEE 802.11 wireless infrastructure
International Journal of Ad Hoc and Ubiquitous Computing
Expert Systems with Applications: An International Journal
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This study focuses on the localization using Received Signal Strength (RSS) in dense multipath indoor environments. A dynamic system approach is proposed in the fingerprinting module, where the location is estimated from the state instead from RSS directly. The state is reconstructed from a temporal sequence of RSS samples by incorporating a proper memory structure based on Taken's embedded theory. Then, a more accurate state-location correlation is estimated because the impact of the temporal variation due to multipath is considered. An indoor experiment in Wireless Local Area Networks (WLAN) shows the effectiveness of our approach.