What is the chromosome involved in the process of mitosis?

All the chromosomes are involved.

From Wikipedia:

In cell biology, mitosis is a part of the cell cycle in which replicated chromosomes are separated into two new nuclei. Cell division gives rise to genetically identical cells in which the total number of chromosomes is maintained. Therefore, mitosis is also known as equational division.