[BOOK][B] The Control Handbook (three volume set)

WS Levine - 2018 - taylorfrancis.com
At publication, The Control Handbook immediately became the definitive resource that
engineers working with modern control systems required. Among its many accolades, that …

[BOOK][B] Randomized algorithms for analysis and control of uncertain systems: with applications

R Tempo, G Calafiore, F Dabbene - 2013 - Springer
The presence of uncertainty in a system description has always been a critical issue in
control. The main objective of Randomized Algorithms for Analysis and Control of Uncertain …

A sampling-and-discarding approach to chance-constrained optimization: feasibility and optimality

MC Campi, S Garatti - Journal of optimization theory and applications, 2011 - Springer
In this paper, we study the link between a Chance-Constrained optimization Problem (CCP)
and its sample counterpart (SP). SP has a finite number, say N, of sampled constraints …

[BOOK][B] The control systems handbook: control system advanced methods

WS Levine - 2018 - books.google.com
At publication, The Control Handbook immediately became the definitive resource that
engineers working with modern control systems required. Among its many accolades, that …

Probabilistic robustness analysis: Explicit bounds for the minimum number of samples

R Tempo, EW Bai, F Dabbene - Proceedings of 35th IEEE …, 1996 - ieeexplore.ieee.org
In this paper, we study robustness analysis of control systems affected by bounded
uncertainty. Motivated by the difficulty to perform this analysis when the uncertainty enters …

Statistical modeling of the FSO fronthaul channel for UAV-based communications

M Najafi, H Ajam, V Jamali… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
In this paper, we investigate the statistics of the free space optics (FSO) communication
channel between a hovering unmanned aerial vehicle (UAV) and a central unit. Two unique …

Randomized strategies for probabilistic solutions of uncertain feasibility and optimization problems

T Alamo, R Tempo, EF Camacho - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
In this paper, we study two general semi-infinite programming problems by means of a
randomized strategy based on statistical learning theory. The sample size results obtained …

Research on probabilistic methods for control system design

GC Calafiore, F Dabbene, R Tempo - Automatica, 2011 - Elsevier
A novel approach based on probability and randomization has emerged to synergize with
the standard deterministic methods for control of systems with uncertainty. The main …

[BOOK][B] Intelligence for embedded systems

C Alippi - 2014 - Springer
This book was written having in mind researchers, practitioners, and students willingly to
learn, understand, or perfect the fundamental mechanisms behind intelligence and how they …

Application of randomized algorithms to assessment and design of observer-based fault detection systems

SX Ding, L Li, M Krüger - Automatica, 2019 - Elsevier
This work is an attempt to establish a probabilistic framework for the assessment and design
of observer-based fault detection systems. The fundament of our study is randomized …