Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: With multiple antennas fed by distributed multiple sensors, transmission over a fading multiple access channel results in incoherent fusion of sensor transmission. With fading channels, an assumption of a perfect channel at the sensors is unrealistic. With unknown underlying distribution of the envelope of the channel gain and an overall sensor por constraint, uniform por distribution over the sensors is non-optimal. ,  consider the observation signal-to-noise ratio (SNR) at the sensors to be non-uniform. In order to minimize the wastage of system resources, our goal here is to develop an optimal por allocation scheme for a correlated sensor noise scenario.  propose a global optimal por allocation strategy by taking into account the joint effect of the observation SNR and the channel observed by each sensor, thereby decide if the sensor is positively contributing to the final detection rate at the FC. Then  suggest strategies to achieve a balanced tradeoff beten false alarm rate and total por.  also demonstrate how optimal system parameters can be chosen to achieve a targeted detection rate for a specified false alarm.  also show that with optimal sensor gains the total system por requirements was brought down by $10$ fold to achieve a desired detection rate.
['R. Muralishankar', 'H. N. Shankar', 'Aniketh Venkat', 'Manisha Sinha']
I am writing a research paper on a idea Optimal Power Allocation over a Fading MAC with Varying Observation SNRS in Resource Constrained Wireless Sensor Network
[{"from": "human", "value": "I am writing a research paper on a idea Optimal Power Allocation over a Fading MAC with Varying Observation SNRS in Resource Constrained Wireless Sensor Network"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: With multiple antennas fed by distributed multiple sensors, transmission over a fading multiple access channel results in incoherent fusion of sensor transmission. With fading channels, an assumption of a perfect channel at the sensors is unrealistic. With unknown underlying distribution of the envelope of the channel gain and an overall sensor por constraint, uniform por distribution over the sensors is non-optimal. ,  consider the observation signal-to-noise ratio (SNR) at the sensors to be non-uniform. In order to minimize the wastage of system resources, our goal here is to develop an optimal por allocation scheme for a correlated sensor noise scenario.  propose a global optimal por allocation strategy by taking into account the joint effect of the observation SNR and the channel observed by each sensor, thereby decide if the sensor is positively contributing to the final detection rate at the FC. Then  suggest strategies to achieve a balanced tradeoff beten false alarm rate and total por.  also demonstrate how optimal system parameters can be chosen to achieve a targeted detection rate for a specified false alarm.  also show that with optimal sensor gains the total system por requirements was brought down by $10$ fold to achieve a desired detection rate."}]