Branching process with space dependency and immortality

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Consider a branching process with the following reproduction rules:

  • A living parent always generates $m$ children. The position/site of each child is fixed.
  • With probability $p$ a child is born alive, with $1-p$ is is born dead.
  • If a child is born alive AND its parent's neigbour is dead or immortal, the child is born immortal with probability $q$ and can never reproduce. With probability $1-q$ this child is a normal child and can reproduce.
  • Middle children can never become immortal.
  • Periodic boundary conditions on the position/sites.

Denote dead = 0, living = 1, immortal = 2.

Example: Consider $m=3$, the first generation could for example be:
$(0\qquad 1\qquad 1)$
Now the second generation could be the following:
$(0\qquad 211\qquad 012)$
And so on. Note that the first 2 was possible because the left neigbor of the 2's parent was dead. The second 2 was possible because the right neigbor of that 2's parent was dead (periodic boundary condition). Here's a drawing of this process:

branching process

Can someone help me find the extinction probability and a generating function for this process? I would appreciate any information you can give me. Thanks!