In order to build the wireless sensor network based large-scale, low-cost, low-power traffic information collection system, this paper proposes a vehicle speed detection algorithm. We divide the network into many subnets, and one subnet consists of one router and multiple sensor nodes. The router conducts time synchronization and vehicle speed computing for its subnet. The vehicle speed detection accuracy of the algorithm is verified by experiments.