Towards the bi-directional cellular automaton model with perception ranges

► Two perception ranges are incorporated into the bi-directional CA model. ► Two methods are utilized to distinguish the synchronized traffic flow. ► Perception range and slow-to-start sensitivity both affect the synchronized flow. ► Honk stimulus and larger perception ranges both benefit the stability of traffic flow.