Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Wireless sensor networks are real time databases to real world phenomena. As wireless sensor networks (WSNs) generally rely on batteries for por, the nodes of the network have a limited operational lifetime. Efficient por consumption is of utmost importance in operation and maintenance of the network.  summarizes work in progress in efficient energy consumption during sensor data collecting through time series modeling. A previous approach for energy efficient model in WSNs using a linear time series model for measurement prediction is revied and a new model utilizing a non-linear machine learning approach is proposed.
['Incheon Park', 'Derrick Takeshi Mirikitani']
I am writing a research paper on a idea Energy Reduction in Wireless Sensor Networks through Measurement Estimation with Second Order Recurrent Neural Networks
[{"from": "human", "value": "I am writing a research paper on a idea Energy Reduction in Wireless Sensor Networks through Measurement Estimation with Second Order Recurrent Neural Networks"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Wireless sensor networks are real time databases to real world phenomena. As wireless sensor networks (WSNs) generally rely on batteries for por, the nodes of the network have a limited operational lifetime. Efficient por consumption is of utmost importance in operation and maintenance of the network.  summarizes work in progress in efficient energy consumption during sensor data collecting through time series modeling. A previous approach for energy efficient model in WSNs using a linear time series model for measurement prediction is revied and a new model utilizing a non-linear machine learning approach is proposed."}]