Cellular respiration
Aerobic respiration, the process that does use oxygen, produces much more energy and does not produce lactic acid.  It also produces carbon dioxide as a waste product, which then enters the circulatory system.  The carbon dioxide is taken to the lungs, where it is exchanged for oxygen.