The remainder of the paper is organized as follows. In Section 2, existing anomaly detection algorithms developed for cluster-based WSNs are outlined. A detailed description of the ADLU algorithm is provided in Section 3. Section 4 illustrates the obtained simulation results, followed by detailed reports. Finally, conclusions are given in Section 5.