In order to delete the blog from wordpress one need perform below mentioned steps:
1) Login into wordpress blog administrator control panel.
2) Go to Settings.
3) Click on Delete blog.
4) Select the checkbox if you are sure to delete the blog.
5) Click on delete my blog permanently.
Note: Your Blog name can not be used again.