My children and I are the owners of the rental property.
If your children are earning enough income to have taxes owing, then they would have to report it on their own tax return. This applies even if they are still children. This FAQ has more info: https://turbotax.community.intuit.ca/community/tax-filing/help/are-minors-those-under-18-required-to-file-a-tax-return/00/873418
Even if they don't need to file a tax return, then you would still not include their rental income together with yours.