Michael Pogorzelski, 39, is charged with DWI in the Sunday night crash.
Police say he struck James Benedict as the 67-year-old walked in the bike lane on Lily Pond Avenue across from Fort Wadsworth.
Benedict died at Staten Island University Hospital.
Pogorzelski was arrested at the scene.
The investigation is continuing.