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Joint Multiple FMCW Chirp Sequence Processing for Velocity Estimation and Ambiguity Resolving
This results in statistically not efficient velocity estimation and loss of processing gain.
Delay Estimation for Ranging and Localization Using Multiband Channel State Information
The data model of the acquired measurements has a multiple shift-invariance structure, and we use this property to develop a high-resolution delay estimation algorithm.
Analysis of multipath channel delay estimation using subspace fitting
In this paper, we analyze the effects of unresolved MPCs on the bias of the delay estimation with a multiband subspace fitting algorithm.
A survey on Machine Learning-based Performance Improvement of Wireless Networks: PHY, MAC and Network layer
This paper provides a systematic and comprehensive survey that reviews the latest research efforts focused on machine learning (ML) based performance improvement of wireless networks, while considering all layers of the protocol stack (PHY, MAC and network).
End-to-end Learning from Spectrum Data: A Deep Learning approach for Wireless Signal Identification in Spectrum Monitoring applications
For each case study three convolutional neural networks are evaluated for the following wireless signal representations: temporal IQ data, the amplitude/phase representation and the frequency domain representation.
Networking and Internet Architecture
