Finite-state Markov modeling of fading channels-a survey of principles and applications

P Sadeghi, RA Kennedy, PB Rapajic… - IEEE Signal …, 2008 - ieeexplore.ieee.org
This article's goal is to provide an in-depth understanding of the principles of FSMC
modeling of fading channels with its applications in wireless communication systems. While …

Kalman filtering with intermittent observations: On the boundedness of the expected error covariance

ER Rohr, D Marelli, M Fu - IEEE Transactions on Automatic …, 2014 - ieeexplore.ieee.org
This paper addresses the stability of a Kalman filter when measurements are intermittently
available due to constraints in the communication channel between the sensor and the …

Generalized Markov modeling for flat fading

F Babich, OE Kelly, G Lombardi - IEEE Transactions on …, 2002 - ieeexplore.ieee.org
This paper investigates the properties of a method for obtaining Markov models of
unspecified order to be applied to narrow-band fading channels with additive white …

Asymptotically optimal contextual bandit algorithm using hierarchical structures

MM Neyshabouri, K Gokcesu… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
We propose an online algorithm for sequential learning in the contextual multiarmed bandit
setting. Our approach is to partition the context space and, then, optimally combine all of the …

Capacity analysis for finite-state Markov map** of flat-fading channels

P Sadeghi, P Rapajic - IEEE Transactions on Communications, 2005 - ieeexplore.ieee.org
In this paper, time-varying flat-fading channels are modeled as first-order finite-state Markov
channels (FSMC). The effect of this modeling on the channel information capacity is …

Discrete Rayleigh fading channel modeling

J Aráuz, P Krishnamurthy… - … and Mobile Computing, 2004 - Wiley Online Library
In order to understand the behaviour of upper‐layer protocols and to design or fine tune their
parameters over wireless networks, it is common to assume that the underlying channel is a …

802.11 Markov Channel Modelling

JN Arauz - 2005 - d-scholarship.pitt.edu
In order to understand the behavior of upper layer protocols and to design or fine tune their
parameters over wireless networks, it is common to assume that the underlying channel is a …

Construction of a probabilistic finite state automaton by entropy reduction over context trees

HÍ Santos, DPB Chaves, C Pimentel - Signal Processing, 2025 - Elsevier
Modeling dynamical systems via data-driven approaches, particularly using a probabilistic
finite state automaton (PFSA), involves constructing models directly from data. This …

On the performance of efficient coding techniques over fading channels

F Babich - IEEE Transactions on wireless communications, 2004 - ieeexplore.ieee.org
The authors propose an analytical method, based on the sphere-packing bound, which can
be used to assess the achievable performance of transmission techniques, adopting efficient …

Variable order Markov modelling for LEO mobile satellite channels

F Babich, G Lombardi, E Valentinuzzi - Electronics Letters, 1999 - IET
A finite state Markov channel (FSMC) model for a digital narrowband mobile LEO satellite
channel is presented, which can be used to predict the time-varying behaviour of the …