1809, hyke "to walk vigorously," an English dialectal word of unknown origin. A yike from 1736 answers to the sense.
Sense of "pull up" (as pants) first recorded 1873 in American English, and may be a variant of hitch; extended sense of "raise" (as wages) is 1867. Related: Hiked; hiking. The noun is from 1865.