REST API OAuth Authorization and Authentication
Actually, I got the solution. It was my mistake, that I was trying to use OAuth2 3-legged authorization, but I am actually need OAuth 2-legged authorization.
More Details on oAuth Flow and Grant Types: oAuth Grant Types