brianm4:
Do you have any recommendations on a different power source?
I guess you could use two or more packs of AA cells in parallel.
You may be able to get a high capacity LiPo battery pack but then you need a suitable LiPo charger because they can easily go on fire if mistreated - which included over-discharging them.
...R