Remote stabilization over fading channels

被引:436
作者
Elia, N [1 ]
机构
[1] Iowa State Univ, Dept Elect & Comp Engn, Ames, IA 50011 USA
基金
美国国家科学基金会;
关键词
quality of service; control over the communication channels; fading channels; drop out channels; multiplicative noise; mean square stability robustness;
D O I
10.1016/j.sysconle.2004.08.009
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we study the problem of remote mean square stabilization of a MIMO system when independent fading channels are dedicated to each actuator and sensor. We show that the stochastic variables responsible for the fading can be seen as a source of model uncertainty. This view leads to robust control analysis and synthesis problems with a deterministic nominal system and a stochastic, structured, model uncertainty. As a special case, we consider the stabilization over Erasure or drop-out channels. We show that the largest probability of erasure tolerable by the closed loop is obtained from solving a robust control synthesis problem. In more general terms, we establish that the set of plants which can be stabilized by linear controllers over fading channels is fundamentally limited by the channel generated uncertainty. We show that, the notion of mean square capacity, defined for a single channel in the loop, captures this limitation precisely and characterizes equivalence classes of channels within the class of memoryless fading channels. (C) 2004 Elsevier B.V. All rights reserved.
引用
收藏
页码:237 / 249
页数:13
相关论文
共 32 条
[1]  
[Anonymous], 2000, A Course in Robust Control Theory: a Convex Approach
[2]  
Boyd S., 1994, LINEAR MATRIX INEQUA, V15
[3]   STABILITY RESULTS FOR DISCRETE-TIME LINEAR-SYSTEMS WITH MARKOVIAN JUMPING PARAMETERS [J].
COSTA, OLV ;
FRAGOSO, MD .
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 1993, 179 (01) :154-178
[4]  
El Bouhtouri A, 2000, AUTOMATICA, V36, P1033, DOI 10.1016/S0005-1098(00)00013-3
[5]   STATE-FEEDBACK CONTROL OF SYSTEMS WITH MULTIPLICATIVE NOISE VIA LINEAR MATRIX INEQUALITIES [J].
ELGHAOUI, L .
SYSTEMS & CONTROL LETTERS, 1995, 24 (03) :223-228
[6]  
Elia N, 2003, P AMER CONTR CONF, P4438
[7]   Stabilization of linear systems with limited information [J].
Elia, N ;
Mitter, SK .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2001, 46 (09) :1384-1400
[8]  
ELIA N, 2004, IEEE C DEC CONTR
[9]  
ELIA N, 2002, P 40 ALL C COMM CONT
[10]   A LINEAR MATRIX INEQUALITY APPROACH TO H-INFINITY CONTROL [J].
GAHINET, P ;
APKARIAN, P .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 1994, 4 (04) :421-448