State space

State vector

Assuming the target’s motion on the two-dimensional own-ship’s tracking plane, then two different state-space descriptions can be used depending on the expression of the velocity vector:

  • Cartesian velocity model $$\mathbf{x} = \left[x,y,\dot{x}, \dot{y},\omega\right]^{T} $$

  • Polar velocity model $$\mathbf{x} = \left[x,y,\upsilon, \psi,\omega\right]^{T} $$

where

$$ \begin{align*} \upsilon &= \sqrt{\dot{x}^2 + \dot{y}^2} \\ \psi &= \arctan\left(\frac{\dot{y}}{\dot{x}}\right) \\ \omega &= \dot{\psi} \end{align*} $$

  • $(x,y)$ is the displacement relative to the local self-body fixed coordinate system

  • $\upsilon$ is the target’s linear velocity

  • $\psi$ is the heading angle w.r.t the tracking system’s x-axis.

  • $\omega$ is the turn-rate of the target

all expressed w.r.t the own-ship’s tracking coordinate system.

Tracked target state vector top view, in the tracking coordinate system
Tracked target state vector top view, in the tracking coordinate system
Dimitrios Dagdilelis
Dimitrios Dagdilelis
ML/AI Engineer

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