Complexity Reduction in Machine Learning-Based Wireless Positioning: Minimum Description Features

Author:

Oh Myeung Suk1,Das Anindya Bijoy1,Kim Taejoon2,Love David J.1,Brinton Christopher G.1

Affiliation:

1. Purdue University,Electrical and Computer Engineering,West Lafayette,IN,USA

2. the University of Kansas,Electrical Engineering and Computer Science,Lawrence,KS,USA

Funder

National Science Foundation (NSF)

Publisher

IEEE

Reference20 articles.

1. IEEE standard for low-rate wireless networks-amendment 1: Enhanced ultra wideband (UWB) physical layers (PHYs) and associated ranging techniques;IEEE Std 802.15.4z-2020 (Amendment to IEEE Std 802.15.4–2020),2020

2. Position Estimation via Ultra-Wide-Band Signals

3. Precise Indoor Positioning Using UWB: A Review of Methods, Algorithms and Implementations

4. A Survey on TOA Based Wireless Localization and NLOS Mitigation Techniques

5. Deep Learning Sensor Fusion for Autonomous Vehicle Perception and Localization: A Review

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