FPT algorithm for edge dominating set
I'm not sure there are any really simple solutions. One algorithm is due to Fernau, and uses an enumeration of all vertex covers of size $2k$; within each of these, a simple dynamic programming algorithm attempts to find a small edge dominating set. Another (earlier) approach, due to Prieto, uses kernelization.