Firstly use primer blast and primer3 to design the pcr primers and then if there are non specific amplimers try an annealing temperature gradient, a gradient of dmso up to 10% dmso in your pcr reaction and if these fail try touchdown pcr
I'd agree with the suggestions above, to add up I will advice you carry out an Insilico pcr to confirm if the primers of interest will not form an undesired product (primer dimer).