The Bode-UTSDR Integral: A Conservation Law for Spectral Decay in Multi-Pole Systems

01 June 2026, Version 1
This content is an early or alternative research output and has not been peer-reviewed by Cambridge University Press at the time of posting.

Abstract

We present the Bode-UTSDR Integral, a rigorous conservation law that constrains the area under the log-magnitude response of any linear time-invariant (LTI) system by its universal spectral decay rate γ. By integrating the classical Bode Sensitivity Integral with the Universal Spectral Decay Theorem (UTSDR), we demonstrate that the well-known trade-off between bandwidth, stability, and sensitivity—long regarded as a domain-specific engineering heuristic—is in fact a fundamental thermodynamic constraint governed by the UTSDR minimum principle. We prove that for LTI systems possessing an arbitrary number of open-loop unstable poles, the Bode sensitivity integral obeys a tightened conservation law where Φ(γ,ζ) is a spectral correction term determined jointly by the system’s universal decay rate γ and its damping ratio ζ. Our proof proceeds in four stages. The result implies that every LTI system—regardless of domain—operates under a single, universal conservation law connecting its pole structure, spectral decay topology, and thermodynamic efficiency.

Keywords

Neural Science
Information theory
Feedback Control Theory
complex neural dynamics
Spectral Dimension
Multi-Pole Systems
Renormalization Group
Information Throughput
Thermodynamic Control Cost
Universal Spectral Decay Theorem
Golden Damping
Bode Sensitivity Integral
Bode Integral
Thermodynamics
network theory
complex systems
systems theory

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