You could use a 12v 4.5 AH sealed rechargeable gel battery. It's the type that they use in house alarm backup systems. It weighs about 3 lbs and you can get a charger from Z Battery or any other battery supplier pretty cheap.
I use a 6v 4.5 AH battery that I carry in my small trunk bag. Works great.