Analysis of Information Theoretic Limitation for Linear Time Invariant Feedback Systems

Information-theoretic fundamental limitation in feedback control system is an important topic for decades. In this paper, a new bode-like fundamental inequality in causal feedback control system is developed. This inequality relates directed information, mutual information and bode sensitivity functions. This inequality recovers previous known results in feedback system as special cases.