In wireless sensor networks that consist of a number power constrained nodes, the foremost challenges are limited energy and system lifetime. Therefore, designing efficient routing protocols, which prolong network lifetime, is one most critical issues. This paper evaluated several clustering algorithms, namely: Highest Degree Clustering Algorithm (HDCA), Lowest Identifier (LIDCA) under three me...