Security light flashes and wont allow me to start vehicle occasionally.

I have had troubles starting my car. I noticed that the security light sometimes flashes before I try to start it, and that's normally when it won't start up. If I Leave the car alone, without the keys in it, for about fifteen minutes, it will start up again. I have tried "resetting" the PK3 key with the ignition, but it doesn't work.