Just use a sub domain such as blog.yoursite.com instead of starting all over again. Theres two reasons why you should do this its more catchy, you can link them both easily.
And your current visitors are more likely to view it. Though if you still really want to make another domain keep your keywords simple and don't include the word 'blog'.
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