The poll body already has former President A P J Abdul Kalam and Indian cricket captain M S Dhoni as its other "national icons".
Sources in the Election Commission said 22-year-old Saina Nehwal and Mary Kom, 29, who had won bronze medals in London Olympics 2012 in badminton and boxing respectively, will help in boosting women participation during the forthcoming Gujarat Assembly elections scheduled next month.
Gujarat has a skewed sex ratio and women participation in polls has been also low.
Nehwal has earlier been the EC's 'state icon' in Andhra Pradesh. She has now been elevated as its 'national icon'.
The Commission has been using the services of prominent personalities across the country to help increase voter awareness and participation, and fight the public apathy towards elections.
Kalam and Dhoni have earlier helped the poll body in its campaigns for increasing voter participation in elections.