Medford Oregon, can I camp at Veterans Memorial Park?

On Hwy 99 in Medford, next to the Super Walmart. I see electrical hookups in the parking lot and have seen RVs parked there. Can I stay there? Who do I talk to? I am not a Vet, can I still stay th...