In the Wireless Sensor Network(WSN)for structural health monitoring(SHM),usually,we transmit the original acquisition data and exchange the large amounts of data between nodes which consume huge energy,occupy a large amount of communication bandwidth.Thus,data compression or data fusion to reduce network traffic and energy loss before transmission is necessary.