Appstore login

I Can't login to App Store and at each time it require me to reset my password and after reseting it, I cannot login also because I have at message at each time that this password have not been used previously on App Store . I cannot download any application from App Store. Which is really frustrating for me.

Waiting for any suggestions to solve my problem