Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: , a binary hypothesis distributed detection problem in correlated wireless sensor networks with cooperative relays deployment is considered. In particular, the effect of correlation beten sensor nodes is modeled and analyzed in Rayleigh flat fading channels in order to explore the natural tradeoffs beten the number of sensor/relay nodes and the detection error performance in the network. Specifically, two communication protocols are utilized; in protocol I, each sensor node communicates its observation directly to the fusion center while in protocol II, amplify-and-forward (AF) cooperative relays are deployed and a fer number of sensors is used. Based on the theoretical analysis and simulations, it is revealed that employing less sensor nodes and instead deploying relay nodes results in significant performance gains under strict network por constraint It is concluded that with cooperative distributed detection and exploitation of spatial diversity, better detection error performance is achieved as ll as reduction in the required number of sensor nodes.
['Mohammed W. Baidas', 'Ahmed S. Ibrahim', 'Karim G. Seddik', 'K.J.R. Liu']
I am writing a research paper on a idea On the impact of correlation on distributed detection in wireless sensor networks with relays deployment
[{"from": "human", "value": "I am writing a research paper on a idea On the impact of correlation on distributed detection in wireless sensor networks with relays deployment"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: , a binary hypothesis distributed detection problem in correlated wireless sensor networks with cooperative relays deployment is considered. In particular, the effect of correlation beten sensor nodes is modeled and analyzed in Rayleigh flat fading channels in order to explore the natural tradeoffs beten the number of sensor/relay nodes and the detection error performance in the network. Specifically, two communication protocols are utilized; in protocol I, each sensor node communicates its observation directly to the fusion center while in protocol II, amplify-and-forward (AF) cooperative relays are deployed and a fer number of sensors is used. Based on the theoretical analysis and simulations, it is revealed that employing less sensor nodes and instead deploying relay nodes results in significant performance gains under strict network por constraint It is concluded that with cooperative distributed detection and exploitation of spatial diversity, better detection error performance is achieved as ll as reduction in the required number of sensor nodes."}]