In this work, we propose a fault detection strategy for wireless sensor networks (WSNs) called Trend Correlation based Fault Detection (TCFD). This can detect the faulty nodes through analyzing trend correlation and median value of neighboring nodes. On basis, aiming to avoid excessive routing overhead caused by over-frequent detection, self-starting mechanism is designed on cubic exponential s...