There nothing like 'applying for a one sided divorce.' You need to apply for a regular divorce and which will go one-sided only in case your husband decides not to contest the divorce filed by you.
I will advise you to discuss the idea of divorce with your husband and go for mutual consnet divorce in case he too wants separation from you.
To file a divorce in India, you need to be present here in India.