Can I open up a trust if the trustee is deceased?

Yes. You will need to supply the death certificate if one of the trustees is deceased. If all of the original trustees of a living trust are deceased, then the successor trustee must obtain a Tax ID Number from the IRS and provide a copy of the death certificate.