  This paper presents a Monte-Carlo study of percolation in a distorted square
lattice, in which, the adjacent sites are not equidistant. Starting with an
undistorted lattice, the position of the lattice sites are shifted through a
tunable parameter $\alpha$ to create a distorted empty lattice. In this model,
two neighboring sites are considered to be connected to each other in order to
belong to the same cluster, if both of them are occupied as per the criterion
of usual percolation and the distance between them is less than or equal to a
certain value, called connection threshold $d$. While spanning becomes
difficult in distorted lattices as is manifested by the increment of the
percolation threshold $p_c$ with $\alpha$, an increased connection threshold
$d$ makes it easier for the system to percolate. The scaling behavior of the
order parameter through relevant critical exponents and the fractal dimension
$d_f$ of the percolating cluster at $p_c$ indicate that this new type of
percolation may belong to the same universality class as ordinary percolation.
This model can be very useful in various realistic applications since it is
almost impossible to find a natural system that is perfectly ordered.
