I'm on my 30th week of pregnancy, yesterday I felt very few movements and kicking of my baby. Is this normal?

Yes it is very normal. My OB even wants me to make some noisy sounds when I was pregnant 30 wks to stimulate the baby. Its very important that she kicks or move at least 4 times a day or more.