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Performance Tradeoffs of Spectrum Sensing and Target State Estimation and Fusion

by Qiang Liu
Publication Type
Conference Paper
Book Title
2018 IEEE 88th Vehicular Technology Conference (VTC-Fall)
Publication Date
Issue
TBD
Publisher Location
New Jersey, United States of America
Conference Name
IEEE 88th Vehicular Technology Conference
Conference Location
Chicago, Illinois, United States of America
Conference Sponsor
IEEE
Conference Date
-

We consider a scenario where a cognitive radio sensor performs spectrum sensing and target tracking alternately. Both tasks may impose certain performance guarantee requirements that necessitate considerations of how to schedule these tasks over time. In addition, multiple such cognitive radio sensors can perform collaborative spectrum sensing and target tracking, where a fusion center serves to collect the sensor estimates and their covariances to generate fused target state estimates. We study the performance tradeoffs of these two tasks from variable scheduling intervals. The effect of sensing errors on the target tracking performance due to induced loss from perceived channel unavailability is investigated and conclusions are drawn based on the observed performance tradeoffs.