Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  investigate state estimation via wireless sensor networks over fading channels causing random packet loss. Packet loss probabilities depend upon the time-varying channel gains and transmission por levels used by the sensors.  develop a predictive controller which trades off sensor energy expenditure versus state estimation accuracy. The latter is measured by the expected value of the future covariance matrices provided by the associated time-varying Kalman Filter. To further conserve energy at the sensors, the controller is located at the gateway and sends coarsely quantized por increment commands, only whenever necessary. Simulations based on real channel measurements show that the proposed approach gives excellent results.
['Daniel E. Quevedo', 'Anders Ahlén']
I am writing a research paper on a idea A predictive power control scheme for energy efficient state estimation via wireless sensor networks
[{"from": "human", "value": "I am writing a research paper on a idea A predictive power control scheme for energy efficient state estimation via wireless sensor networks"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  investigate state estimation via wireless sensor networks over fading channels causing random packet loss. Packet loss probabilities depend upon the time-varying channel gains and transmission por levels used by the sensors.  develop a predictive controller which trades off sensor energy expenditure versus state estimation accuracy. The latter is measured by the expected value of the future covariance matrices provided by the associated time-varying Kalman Filter. To further conserve energy at the sensors, the controller is located at the gateway and sends coarsely quantized por increment commands, only whenever necessary. Simulations based on real channel measurements show that the proposed approach gives excellent results."}]