no code implementations • 2 Dec 2023 • Tarik Kazaz, Karan Jayachandra, Arie Koppellar, Yiting Lu
This results in statistically not efficient velocity estimation and loss of processing gain.
no code implementations • 20 Nov 2021 • Tarik Kazaz, Gerard J. M. Janssen, Jac Romme, Alle-Jan van der Veen
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.
no code implementations • 10 Dec 2020 • Tarik Kazaz, Jac Romme, Gerard J. M. Janssen, Alle-Jan van der Veen
In this paper, we analyze the effects of unresolved MPCs on the bias of the delay estimation with a multiband subspace fitting algorithm.
no code implementations • 13 Jan 2020 • Merima Kulin, Tarik Kazaz, Ingrid Moerman, Eli de Poorter
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).
no code implementations • 11 Dec 2017 • Merima Kulin, Tarik Kazaz, Ingrid Moerman, Eli de Poorter
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