The wire sensor network used to the data transmission process and to optimize the time and increase the data transmission speed also. This methodology mainly used in all type of real world applications and this technology to optimize the internal architecture level. In this paper, proposed methodology to reduce the ALU architecture for wireless sensor architecture. And to optimize the internal process in ALU architecture. To reduce the delay and power for the data path PE unit compare to the existing methodology. This paper pronounces the design and execution of the newly proposed folded-tree architecture for on-the-node data dealing out in wireless sensor networks, using parallel prefix maneuvers and data locality in hardware. Since radio diffusions are very affluent in terms of energy, they must be kept to a minimum in order to extend node lifetime. This methodology mainly used in all type of real world applications and this technology to optimize the internal architecture level. Measurements of the silicon execution show an perfection of 10–20× in terms of energy as equaled to traditional modern micro-regulators found in sensor knobs.