Title :
Uniform sample generation in lp balls for probabilistic robustness analysis
Author :
Calafiore, G. ; Dabbene, F. ; Tempo, R.
Author_Institution :
Dipt. di Autom. e Inf., Politecnico di Torino, Italy
Abstract :
A number of recent papers focused on probabilistic robustness analysis and design of control systems subject to bounded uncertainty. In this work, we continue this line of research and show how to generate samples uniformly distributed in lp balls in real and complex vector spaces
Keywords :
control system analysis; control system synthesis; probability; robust control; bounded uncertainty; control system design; lp balls; probabilistic robustness analysis; uniform sample generation; uniformly distributed samples; vector spaces; Automatic control; Control system analysis; Control systems; Density measurement; Monte Carlo methods; Probability density function; Robust control; Robustness; Uncertainty;
Conference_Titel :
Decision and Control, 1998. Proceedings of the 37th IEEE Conference on
Conference_Location :
Tampa, FL
Print_ISBN :
0-7803-4394-8
DOI :
10.1109/CDC.1998.758215
