Dream Theater were around in the 80's, but I guess they aren't really remembered as an 80's band, but they are great, so they get their picture right there.
Aires- I Still Haven't Found What I'm Looking For by: U2
Taurus- Here I Go Again by: Whitesnake
Gemini- Youth Gone Wild by: Skid Row
Cancer- We're Not Gonna Take It by: Twisted Sister
Leo- Sister Christian by: Night Ranger (Please tell me I'm not the only one obsessed with them)
Virgo- Modern Love by: David Bowie
Libra- Any Way You Want It by: Journey
Scorpio- Hammer to Fall by: Queen
Sagittarius- Ten Seconds to Love by: Motley Crue
Capricorn- Seek and Destroy by: Metallica
Aquarius- Africa by: Toto
Pisces- Welcome to the Jungle by: Guns n' Roses