If you had your handset for a while, then try replacing the 'standard' AAA rechargeable Ni-Mh batteries (same or higher and better current 'mA' ratings) as they have a finite life span and will gradually loose the ability to retain charges over times (typical symptom is they appear full and after a few minutes use, they are completely depleted).
Hope it helps: let me know how you go.