This paper investigates the performance limit of position estimation in a three dimensional (3D) molecular diffusion environment. Specifically, we consider a realistic molecular transmission process based on chemical-physical laws and a Poisson distribution of the received molecules. We derive a closed form expression of the Cramér-Rao Bound as a function of the system parameters, such as the number of molecules, the estimation time, the distance of the target, the constant reaction rate and the reagents concentration showing how they impact the localization estimation.

Zabini, F., Masini, B.M. (2024). Performance Limits in 3D Localization via Molecular Diffusion. Institute of Electrical and Electronics Engineers Inc. [10.1109/isit57864.2024.10619380].

Performance Limits in 3D Localization via Molecular Diffusion

Zabini, Flavio
Primo
;
Masini, Barbara M.
2024

Abstract

This paper investigates the performance limit of position estimation in a three dimensional (3D) molecular diffusion environment. Specifically, we consider a realistic molecular transmission process based on chemical-physical laws and a Poisson distribution of the received molecules. We derive a closed form expression of the Cramér-Rao Bound as a function of the system parameters, such as the number of molecules, the estimation time, the distance of the target, the constant reaction rate and the reagents concentration showing how they impact the localization estimation.
2024
IEEE International Symposium on Information Theory - Proceedings
3432
3437
Zabini, F., Masini, B.M. (2024). Performance Limits in 3D Localization via Molecular Diffusion. Institute of Electrical and Electronics Engineers Inc. [10.1109/isit57864.2024.10619380].
Zabini, Flavio; Masini, Barbara M.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/1003356
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