Analytical Model of Energy Saving Approach in Wireless Sensor Network

Applications for wireless networks are increasing because basic facilities in our daily life are depending on modern communication networks which include routing protocols and energy efficient algorithms. Future Multiple-input, multiple-output (MIMO) wireless applications and research challenges related to energy saving are also considered in this research. In this research, we propose an energy saving model for future wireless applications based on wireless sensor network (WSN). This model can also be utilized to maximize the total energy efficiency (EE) in existing WSN and other wireless network. In this model, Pn-manifold will be used as a method, which helps us to minimize the dimensions of the channel matrix that uses in the MIMO system. Dimensions related to rank of the matrix control the energy of the WSN involved with MIMO communication. Manifolds are applied in MIMO system, which enhances the efficiency of communication channel. Also, it provides less energy consumption, which reduces the overall cost in energy saving model. Feedback and computation of quantization considered with Pn-manifold provides better results in the analytical analysis.