Large deviation probabilities for the range of a d-dimensional supercritical branching random walk

Let $\{Z_n\}_{n\geq 0 }$ be a $d$-dimensional supercritical branching random walk started from the origin. Write $Z_n(S)$ for the number of particles located in a set $S\subset\mathbb{R}^d$ at time $n$. Denote by $R_n:=\inf\{\rho:Z_i(\{|x|\geq \rho\})=0,\forall~0\leq i\leq n\}$ the range of $\{Z_n\}_{n\geq 0 }$ before time $n$. In this work, we show that under some mild conditions $R_n/n$ converges in probability to some positive constant $x^*$ as $n\to\infty$. Furthermore, we study its corresponding lower and upper deviation probabilities, i.e. the decay rates of $$\mathbb{P}(R_n\leq xn)~\text{for}~x\in(0,x^*);~\mathbb{P}(R_n\geq xn) ~\text{for}~ x\in(x^*,\infty)$$ as $n\to\infty$. As a by-product, we confirm a conjecture of Engl\"{a}nder \cite{Englander04}.