We propose and discuss various a decentralized traffic signal control policy for urban road networks. We discuss issues associated with transferring control policies traditionally used in communications systems to the vehicular traffic. We discuss counter-examples previously unknown to both literatures. Further, simulations are been conducted to compare distributed control policies in various traffic and network scenarios.