Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  consider the application of distributed space-time coding in wireless sensor networks (WSNs). In particular, sensors use a common noncoherent distributed space-time block code (DSTBC) to forward their local decisions to the fusion center (FC) which makes the final decision.  show that the performance of distributed space-time coding is negatively affected by erroneous sensor decisions. To overcome this problem,  introduce censored distributed space-time coding where only reliable decisions are forwarded to the FC. The optimum noncoherent maximum-likelihood and a low-complexity, suboptimum generalized likelihood ratio test (GLRT) FC decision rules are derived and the performance of the GLRT decision rule is analyzed. Based on this performance analysis  derive a gradient algorithm for optimization of the decision/censoring threshold. Numerical and simulation results show the effectiveness of the proposed censoring scheme making distributed space-time coding a prime candidate for signaling in WSNs.
['Simon Yiu', 'Robert Schober']
I am writing a research paper on a idea Censored Noncoherent Distributed Space-Time Coding for Wireless Sensor Networks
[{"from": "human", "value": "I am writing a research paper on a idea Censored Noncoherent Distributed Space-Time Coding for 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: ,  consider the application of distributed space-time coding in wireless sensor networks (WSNs). In particular, sensors use a common noncoherent distributed space-time block code (DSTBC) to forward their local decisions to the fusion center (FC) which makes the final decision.  show that the performance of distributed space-time coding is negatively affected by erroneous sensor decisions. To overcome this problem,  introduce censored distributed space-time coding where only reliable decisions are forwarded to the FC. The optimum noncoherent maximum-likelihood and a low-complexity, suboptimum generalized likelihood ratio test (GLRT) FC decision rules are derived and the performance of the GLRT decision rule is analyzed. Based on this performance analysis  derive a gradient algorithm for optimization of the decision/censoring threshold. Numerical and simulation results show the effectiveness of the proposed censoring scheme making distributed space-time coding a prime candidate for signaling in WSNs."}]