Qualitative Nonlinear Dynamics of Communication Networks
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Beschreibung
Performance analysis of modern communication systems has lead to a revision and sharpening of nonlinear stability analysis techniques developed over the last century. Applicability of such techniques involves a number of areas, including process control systems, active queue management in data networks, and other branches of engineering.
This monograph presents some recent performance analysis results within a unified stability analysis framework. Several interesting counterexamples to the existing nonlinear stability theory are given. Additionally, several cutting-edge case studies from air traffic control systems and data networks are presented to further illustrate the applications of the theory. The main theoretical results build upon the well-established multiplier theory, which has received much interest because of recent advances in software packages such as the linear matrix inequality (LMI) toolbox.
Qualitative Nonlinear Dynamics of Communication Networks is a useful reference for graduate students, and practitioners in control, computer, electrical, aerospace, and mechanical engineering. It may be used as a supplementary text for nonlinear stability courses at the graduate level. Prerequisites are a familiarity with elementary control theory, linear systems theory, matrix theory, and functional analysis.
Autor*in
Vishwesh Kulkarni