You must include both parents for all the years. For 2018 ($60,271) and 2019 ($61,209) you must meet LICO for 4 people, 2020 ($49,106) would be 5 people due to the birth of your child.
You cannot sponsor only 1 parent unless they are divorced, the reason behind this is if you only sponsored 1...