aspg-18-747-1792025446 20261015005046 American Scientific Publishing Group admin@americaspg.com American Scientific Publishing Group Journal of Intelligent Systems and Internet of Things JISIoT 2769-786X 2690-6791 2021 3 2 Esraa Al-Ezaly, Ahmed Abo-Elfetoh and Sara Elhishi Faculty of Computers and Information, Mansoura University, Mansoura, Egypt Many conferences all over the world about environmental protection are situated. Air pollution resulted is an urgent issue for all people on the earth. Crowded cars in the intersections in traffic light intersections are one of the causes of air pollution. Also, rapid accelerations and deacceleration in the intersection cause air pollution. They also lead to packet transmission delay. This paper treats these issues using an intelligent warning message which reduces crowded cars, rapid accelerations, and deacceleration. Using vehicular ad hoc networks (VANETs), intelligent warning messages are used. Results show that our system outperforms previous studies such as traffic light control and pre-timed method in transmission delay, CO2 emission which causes air pollution. 2021 57 67 747 https://creativecommons.org/licenses/by/4.0/ 10.54216/JISIoT.030202 https://americaspg.com/journal/18/article/747 https://americaspg.com/storage/2525.pdf