You could knit panels and sew them together in the end.This is pretty much the only way you can knit an afghan without using circular needles. My sister just finished what she call her scarf afghan. She knit 5 "scarves" and seamed them together. She got the idea from this pattern.
You could use what ever stitch you are comfortable with.