In this work, we address the partial observation–detection problem for finite-dimensional dynamical linear systems that may not be fully observable or detectable. We introduce the concepts of `observation–detection' and `partial observation–detection,' which involve reconstructing either the entirety or a portion of the system state and the source reacting on the system, even when the system is not fully observable or detectable. We provide characterizations of `observable–detectable systems' and `observable–detectable spaces.' The reconstruction of the state and source on the observable–detectable subspace is achieved through orthogonal projection, leveraging the algebraic structure of the given finite-dimensional system. Additionally, we present examples to illustrate our approach.
- Aizerman M. A., Gantmacher R. F. Absolute Stability of Regulator Systems. Holden-Day (1964).
- Bellman R., Kalaba R. Selected Papers on Mathematical Trends in Control Theory. Dover Publications, New York (1964).
- Bongiorno J. J. Real-frequency stability criteria for linear time-varying systems. Proceedings of the IEEE. 52 (7), 832–841 (1964).
- Bridgeland T. F. Stability of Linear Signal Transmissions Systems. SIAM Review. 5 (1), 7–32 (1963).
- Bryson A. E., Ho Y.-C. Applied Optimal Control: Optimization, Estimation, and Control. Waltham, MA: Blaisdell (1969).
- Gilbert E. G. Controllability and Observability in Multivariable Control Systems. Journal of the Society for Industrial and Applied Mathematics Series A Control. 1 (2), 128–151 (1963).
- Ho B. L., Kalman R. E. Effective Construction of Linear State–Variable Models from Input/Output Data. Automatisierungstechnik. 14 (1–12), 545–548 (1966).
- Lee E. B., Markus L. Foundations of Optimal Control Theory. John Wiley, New York (1967).
- El Jai A., Afifi L. Spy-sensors and detection. International Journal of Systems Science. 26 (8), 1447–1463 (1995).
- Kalman R. E. Canonical Structure of Linear Dynamical Systems. National Academy of Sciences. 48 (4), 596–600 (1962).
- Kalman R. E. Mathematical Description of Linear Dynamical Systems. Journal of the Society for Industrial and Applied Mathematics Series A Control. 1 (2), 152–192 (1963).
- Bichara D., Cozic N., Iggir A. On the estimation of sequestered parasite population in falciparum malaria patients. RR-8178, INRIA, pp. 22 (2012).
- Boukhobza T., Hamelin F., Martinez-Martinez S., Sauter D. Structural Analysis of the Partial State and Input Observability for Structured Linear Systems: Application to Distributed Systems. European Journal of Control. 15 (5), 503–516 (2009).
- Kang W., Xu L. A Quantitative Measure of Observability and Controllability. 48th IEEE Conference on Decision and Control. 6413–6418 (2009).