  In this work, we define an orthogonal graph on the set of equivalence classes
of $(2\nu + \delta)-$tuples over $\mathbb{Z}_{2^n}$ where $n$ and $\nu$ are
positive integers and $\delta = 0, 1$ or $2$. We classify our graph if it is
strongly regular or quasi-strongly regular and compute all parameters
precisely. We show that our graph is arc transitive. The automorphisms group is
given and the chromatic number of the graph except when $\delta = 0$ and $\nu$
is odd is determined. Moreover, we work on subconstituents of this orthogonal
graph.
