TY - GEN
T1 - Cooperative sensing with sequential ordered transmissions to secondary fusion center
AU - Hesham, Laila
AU - Sultan, Ahmed
AU - Nafie, Mohammed
AU - Digham, Fadel
N1 - Generated from Scopus record by KAUST IRTS on 2023-09-22
PY - 2011/8/18
Y1 - 2011/8/18
N2 - Successful spectrum sharing in a cognitive radio network depends on the correct and quick detection of primary activity. Cooperative spectrum sensing is therefore suggested to enhance the reliability of such detection. However, it renders another significant problem of increased detection delay and traffic burden. Moreover, efficient schemes for multi-sensor data fusion should be designed. In this paper, we employ sequential detection scheme together with ordered transmissions from cognitive detectors. We derive two sequential schemes, one that is capable of achieving the minimum probability of error, and another that trades-off performance with delay. For the latter we derive expressions for the likelihood functions of ordered observations and compute the thresholds via backward induction. Simulation results demonstrate the relative performance of the approaches proposed in the paper. © 2011 IEEE.
AB - Successful spectrum sharing in a cognitive radio network depends on the correct and quick detection of primary activity. Cooperative spectrum sensing is therefore suggested to enhance the reliability of such detection. However, it renders another significant problem of increased detection delay and traffic burden. Moreover, efficient schemes for multi-sensor data fusion should be designed. In this paper, we employ sequential detection scheme together with ordered transmissions from cognitive detectors. We derive two sequential schemes, one that is capable of achieving the minimum probability of error, and another that trades-off performance with delay. For the latter we derive expressions for the likelihood functions of ordered observations and compute the thresholds via backward induction. Simulation results demonstrate the relative performance of the approaches proposed in the paper. © 2011 IEEE.
UR - http://ieeexplore.ieee.org/document/5946286/
UR - http://www.scopus.com/inward/record.url?scp=80051635478&partnerID=8YFLogxK
U2 - 10.1109/ICASSP.2011.5946286
DO - 10.1109/ICASSP.2011.5946286
M3 - Conference contribution
SN - 9781457705397
SP - 2988
EP - 2991
BT - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
ER -