Can I register a domain name which belongs to someone else?

The domain name you wanted to register, probably belongs to someone else. You may contact the owner and ask him if he wants to sell the domain name to you.
On the site www.whois.net, enter the domain name, and you will get the owner's data. Send him a mail with your question.