She will be represented by Prince Charles at the gathering in November.
The BBC's royal correspondent Peter Hunt says the reason is the Queen's age and the need to limit overseas travel.
The Queen is the head of the Commonwealth and every two years, leaders meet for a few days to discuss global and Commonwealth issues.
http://www.bbc.co.uk/news/uk-22431757