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Convex sensing-reporting optimization for cooperative spectrum sensing

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Noel, Adam and Schober, Robert (2011) Convex sensing-reporting optimization for cooperative spectrum sensing. In: 2011 IEEE 22nd International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC), Toronto, ON, Canada, 11-14 Sep 2011. Published in: 2011 IEEE 22nd International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC) pp. 331-336. doi:10.1109/PIMRC.2011.6139977

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Official URL: http://dx.doi.org/10.1109/PIMRC.2011.6139977

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Abstract

We consider the cooperative spectrum sensing problem in cognitive radio with energy detection. Secondary users with non-identical, independent sensing channels make 1-bit sensing decisions and report their decisions to the secondary base station over orthogonal fading channels. The base station acts as a fusion center by combining the decisions with OR-rule. We allow the secondary users to trade sensing time slots for additional reporting time slots. We derive the corresponding false alarm and missed detection probabilities, which are functions of the secondary sensor decision thresholds and the durations for sensing and reporting. Furthermore, we bound these probabilities and impose a practical convex region that enables convex optimization to minimize the false alarm probability for a target missed detection probability. Allowing secondary users to trade sensing time slots for additional reporting time slots is shown to significantly improve sensing performance, even with poor sensing channels and a small number of secondary users.

Item Type: Conference Item (Paper)
Divisions: Faculty of Science, Engineering and Medicine > Engineering > Engineering
Journal or Publication Title: 2011 IEEE 22nd International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC)
Publisher: IEEE
Book Title: 2011 IEEE 22nd International Symposium on Personal, Indoor and Mobile Radio Communications
Official Date: 2011
Dates:
DateEvent
2011UNSPECIFIED
Page Range: pp. 331-336
DOI: 10.1109/PIMRC.2011.6139977
Status: Peer Reviewed
Publication Status: Published
Access rights to Published version: Restricted or Subscription Access
Conference Paper Type: Paper
Title of Event: 2011 IEEE 22nd International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC)
Type of Event: Conference
Location of Event: Toronto, ON, Canada
Date(s) of Event: 11-14 Sep 2011

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