Spectrum sensing, which monitors the spectrum activity, is
studied for cognitive radio systems using multiple frequency bands with
non-negligible band switching time (blind period). Due to hardware
limitation, it is assumed that only a subset of frequency bands can be
monitored simultaneously. The problem of controlling the monitoring
procedure is studied in the frameworks of dynamic programming (DP).
System states and cost functions are defined. Cost-to-go functions for
DP are derived, simplified and approximated, based on which control
policies are derived. Numerical results are provided to demonstrate the
proposed algorithms.
Host: Lin Zhong |
Biography of Husheng Li: Husheng Li received the BS and MS degrees in electronic
engineering from Tsinghua University, Beijing, China, in 1998 and 2000,
respectively, and the Ph.D. degree in electrical engineering from
Princeton University, Princeton, NJ, in 2005. From 2005 to 2007, he
worked as a senior engineer at Qualcomm Inc., San Diego, CA. In 2007, he
joined the EECS department of the University of Tennessee, Knoxville,
TN, as an assistant professor. His research is mainly focused on wide
band cognitive radio, compressed sensing, communication complexity and
quickest detection. He is also interested in the theory of random
matrices. Dr. Li is the recipient of the Best Paper Award of EURASIP
Journal of Wireless Communications and Networks, 2005 (together with his
PhD advisor: Prof. H. V. Poor). |