Enabling joint communication and radar sensing in mobile networks—A survey

JA Zhang, ML Rahman, K Wu, X Huang… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Mobile network is evolving from a communication-only network towards one with joint
communication and radar/radio sensing (JCAS) capabilities, that we call perceptive mobile …

Model refinement learning and an example on channel estimation with universal noise model

HM Wang, JC Jiang, YN Wang - IEEE Journal on Selected …, 2020 - ieeexplore.ieee.org
Model-based method and data-based method are two basic approaches for the design of
wireless communication systems. Model-based methods suffer from inaccurate modeling …

Gaussian-mixture-model based clutter suppression in perceptive mobile networks

ML Rahman, JA Zhang, X Huang… - IEEE Communications …, 2020 - ieeexplore.ieee.org
Suppression of undesired non-information bearing multipaths, aka clutter, from received
signals is a key process for sensing parameter estimation in the perceptive mobile network …

Static CSI extraction and application in the tomographic channel model

H Li, Y Li, S Zhou, J Wang - China Communications, 2019 - ieeexplore.ieee.org
The statistical properties of parameters of each path in wireless channel models are
analyzed to prove that there is the static part in channel state information (CSI) which can be …

[PDF][PDF] Machine learning methods for future-generation wireless networks

M Hamdan - 2023 - core.ac.uk
The wireless communication systems, particularly the vehicle to everything (V2X) wireless
networks, take advantage of machine learning (ML) to improve and overcome the issues …

Fingerprinting-based indoor positioning using channel state information

JMB Rocamora - 2023 - theses.lib.polyu.edu.hk
Techniques for indoor positioning systems (IPSs) can be categorized as range-based or
range-free. Range-based methods rely on geometric mappings to approximate a location …

Gaussian models for CSI fingerprinting in practical indoor environment identification

JM Rocamora, IWH Ho, MW Mak - GLOBECOM 2020-2020 …, 2020 - ieeexplore.ieee.org
It is not uncommon to experience highly dynamic channels in indoor environments due to
time-varying signals as well as moving reflectors and scatterers. This greatly affects the …

[图书][B] Perceptive Mobile Network Based on Joint Communication and Radio Sensing

ML Rahman - 2020 - search.proquest.com
Radio networks have been evolving from communication-only wireless connectivity to a
network for services, which will enable new business models and user experiences for …