Let $a_n=\int_{-\infty}^\infty2^{nt}K(t)~dt$ ,
Then $\int_{-\infty}^\infty2^{nt}K(t)~dt=\int_{-\infty}^\infty2^{(n-1)t}K(t)~dt+2^{n-3}\int_{-\infty}^\infty2^{(n-2)t}K(t)~dt+\int_{-\infty}^\infty2^{(n-3)t}K(t)~dt$
$\int_{-\infty}^\infty2^{nt}K(t)~dt-\int_{-\infty}^\infty2^{nt}2^{-t}K(t)~dt-\int_{-\infty}^\infty2^{n(t+1)}2^{-2t-3}K(t)~dt-\int_{-\infty}^\infty2^{nt}2^{-3t}K(t)~dt=0$
$\int_{-\infty}^\infty2^{nt}K(t)~dt-\int_{-\infty}^\infty2^{nt}2^{-t}K(t)~dt-\int_{-\infty}^\infty2^{nt}2^{-2t-1}K(t-1)~dt-\int_{-\infty}^\infty2^{nt}2^{-3t}K(t)~dt=0$
$\int_{-\infty}^\infty((1-2^{-t}-2^{-3t})K(t)-2^{-2t-1}K(t-1))2^{nt}~dt=0$
$\therefore(1-2^{-t}-2^{-3t})K(t)-2^{-2t-1}K(t-1)=0$
$(1-2^{-t}-2^{-3t})K(t)=2^{-2t-1}K(t-1)$
$K(t)=\dfrac{2^tK(t-1)}{2^{3t+1}-2^{2t+1}-2}$
$K(t)=\theta(t)\prod\limits_{k=0}^\infty\dfrac{2^{k+t}}{2^{3k+3t+1}-2^{2k+2t+1}-2}$ , where $\theta(t)$ is an arbitrary periodic functions with unit period
$\therefore a_n=\Theta(n)\int_{-\infty}^\infty\prod\limits_{k=0}^\infty\dfrac{2^{k+(n+1)t}}{2^{3k+3t+1}-2^{2k+2t+1}-2}~dt$ , where $\Theta(n)$ is an arbitrary periodic functions with unit period
But this is only one of the group of the linear independent solution. I have no idea to find another groups of the linear independent solution, since third order linear recurrence relations unlike third order linear differential equations which have reduction of order.