A survey of anticipatory mobile networking: Context-based classification, prediction methodologies, and optimization techniques
A growing trend for information technology is to not just react to changes, but anticipate them
as much as possible. This paradigm made modern solutions, such as recommendation …
as much as possible. This paradigm made modern solutions, such as recommendation …
Analytical approximation-based machine learning methods for user positioning in distributed massive MIMO
KNRSV Prasad, E Hossain, VK Bhargava… - IEEE Access, 2018 - ieeexplore.ieee.org
We propose a machine learning approach, based on analytical inference in Gaussian
process regression (GP), to locate users from their uplink received signal strength (RSS) …
process regression (GP), to locate users from their uplink received signal strength (RSS) …
Channel prediction with location uncertainty for ad hoc networks
Multiagent systems (MAS) rely on positioning technologies to determine their physical
location, and on wireless communication technologies to exchange information. Both …
location, and on wireless communication technologies to exchange information. Both …
Distributed channel prediction for multi-agent systems
VP Chowdappa, M Frohöle… - 2017 IEEE …, 2017 - ieeexplore.ieee.org
Multi-agent systems (MAS) communicate over a wireless network to coordinate their actions
and to report their mission status. Connectivity and system-level performance can be …
and to report their mission status. Connectivity and system-level performance can be …
ML-Aided Cross-Band Channel Prediction in MIMO Systems
A Pérez Gómez - 2022 - diva-portal.org
The wireless communications technologies have experienced an exponential development
during the last decades. 5G is a prominent exponent whose one of its crucial components is …
during the last decades. 5G is a prominent exponent whose one of its crucial components is …
Machine learning algorithms for intruder signal detection and device localization in wireless radio frequency systems
NRSVP Koppisetti - 2021 - open.library.ubc.ca
Radio frequency (RF) wireless systems generate large amounts of data every day on the
signal content and the received signal strength (RSS) information. However, limited efforts …
signal content and the received signal strength (RSS) information. However, limited efforts …
[PDF][PDF] MOBILE NETWORKS
N Bui - e-archivo.uc3m.es
Mobile cellular networks are complex system whose behavior is characterized by the
superposition of several random phenomena, most of which, related to human activities …
superposition of several random phenomena, most of which, related to human activities …
Introduction and Book Structure
Wireless positioning and navigation area is a prevalent area embroidered in the majority of
wireless communication devices and applications. The number of technologies supporting …
wireless communication devices and applications. The number of technologies supporting …
Formation Control of Multi-Agent Systems with Location Uncertainty
In this chapter the impact of realistic communication channels and uncertain location
information on formation control of multi-agent systems aiming to achieve a common task is …
information on formation control of multi-agent systems aiming to achieve a common task is …