Papers Outdoor Positioning
“Outdoor Positioning” 태그가 달린 논문 10편 · 필터 해제
Multi-modal Data based Semi-Supervised Learning for Vehicle Positioning
In this paper, a multi-modal data based semi-supervised learning (SSL) framework that jointly use channel state information (CSI) data and RGB images for vehicle positioning is designed. In particular, an outdoor positio…
Outdoor PositioningGNSS Positioning using Cost Function Regulated Multilateration and Graph Neural Networks
In urban environments, where line-of-sight signals from GNSS satellites are frequently blocked by high-rise objects, GNSS receivers are subject to large errors in measuring satellite ranges. Heuristic methods are commonl…
Deep LearningOutdoor PositioningStatistical LOS/NLOS Classification for UWB Channels
Ultrawideband (UWB) technology has attracted a lot of attention for indoor and outdoor positioning systems due to its high accuracy and robustness in non-line-of-sight (NLOS) environments. However, UWB signals are affect…
ClassificationOutdoor PositioningLow-Cost GNSS Simulators with Wireless Clock Synchronization for Indoor Positioning
In regions where global navigation satellite systems (GNSS) signals are unavailable, such as underground areas and tunnels, GNSS simulators can be deployed for transmitting simulated GNSS signals. Then, a GNSS receiver i…
Outdoor PositioningPositionRobust Outdoor Positioning via Ray Tracing
Positioning problem can be solved with several approaches in 5G. This paper introduces RT (Ray Tracing) technique for small-cell Outdoor positioning and tracking for systems with distributed architecture with multipath p…
CPUOutdoor PositioningAttacking and Defending Deep-Learning-Based Off-Device Wireless Positioning Systems
Localization services for wireless devices play an increasingly important role in our daily lives and a plethora of emerging services and applications already rely on precise position information. Widely used on-device p…
Outdoor PositioningDeep Learning Methods for Fingerprint-Based Indoor Positioning: A Review
Outdoor positioning systems based on the Global Navigation Satellite System have several shortcomings that have deemed their use for indoor positioning impractical. Location fingerprinting, which utilizes machine learnin…
BIG-bench Machine LearningDeep LearningOutdoor PositioningA Cognitive Approach based on the Actionable Knowledge Graph for supporting Maintenance Operations
In the era of Industry 4.0, cognitive computing and its enabling technologies (Artificial Intelligence, Machine Learning, etc.) allow to define systems able to support maintenance by providing relevant information, at th…
Incremental LearningObject RecognitionOutdoor PositioningCSI-Based Multi-Antenna and Multi-Point Indoor Positioning Using Probability Fusion
Channel state information (CSI)-based fingerprinting via neural networks (NNs) is a promising approach to enable accurate indoor and outdoor positioning of user equipments (UEs), even under challenging propagation condit…
Outdoor PositioningBeamformed Fingerprint Learning for Accurate Millimeter Wave Positioning
With millimeter wave wireless communications, the resulting radiation reflects on most visible objects, creating rich multipath environments, namely in urban scenarios. The radiation captured by a listening device is thu…
Outdoor PositioningPosition