Channel charting: Locating users within the radio environment using channel state information
We propose channel charting (CC), a novel framework in which a multi-antenna network
element learns a chart of the radio geometry in its surrounding area. The channel chart …
element learns a chart of the radio geometry in its surrounding area. The channel chart …
CSI-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 equipment …
promising approach to enable accurate indoor and outdoor positioning of user equipment …
Improving channel charting with representation-constrained autoencoders
Channel charting (CC) has been proposed recently to enable logical positioning of user
equipments (UEs) in the neighborhood of a multi-antenna base-station solely from channel …
equipments (UEs) in the neighborhood of a multi-antenna base-station solely from channel …
AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges
G Pan, Y Gao, Y Gao, Z Zhong, X Yang, X Guo… - ar** from estimated CSI to position. Since real …
Low-Cost Sensing and Localization for Embedded Systems
E Gönültaş - 2021 - search.proquest.com
Recent developments in hardware systems, sensors, and wireless communications
technologies have caused an enormous growth in the number of devices with wireless …
technologies have caused an enormous growth in the number of devices with wireless …
Low-Cost Sensing and Localization for Embedded Systems
E Gonultas - 2021 - ecommons.cornell.edu
Recent developments in hardware systems, sensors, and wireless communications
technologies have caused an enormous growth in the number of devices with wireless …
technologies have caused an enormous growth in the number of devices with wireless …