TY - GEN
T1 - Distributed resource and service management for large-scale dynamic spectrum access systems through coordinated learning
AU - Noroozoliaee, M.
AU - Hamdaoui, B.
PY - 2011
Y1 - 2011
N2 - We develop resource and service management techniques to support spectrum users (SUs) with quality of service requirements in large-scale distributed dynamic spectrum access (DSA) systems. The proposed techniques empower SUs to seek and exploit spectrum opportunities dynamically and effectively, thereby maximizing the long-term service satisfaction levels that SUs receive from accessing and using the DSA system. Our techniques are efficient in terms of optimality, scalability, distributivity, and fairness. First, they enable SUs to achieve high service satisfaction levels by quickly locating and accessing available spectrum opportunities. Second, they are scalable by performing well in systems with small as well as large numbers of SUs. Third, they can be implemented in a decentralized manner by relying on local information only. Finally, they ensure fairness among SUs by allowing them to receive equal amounts of service.
AB - We develop resource and service management techniques to support spectrum users (SUs) with quality of service requirements in large-scale distributed dynamic spectrum access (DSA) systems. The proposed techniques empower SUs to seek and exploit spectrum opportunities dynamically and effectively, thereby maximizing the long-term service satisfaction levels that SUs receive from accessing and using the DSA system. Our techniques are efficient in terms of optimality, scalability, distributivity, and fairness. First, they enable SUs to achieve high service satisfaction levels by quickly locating and accessing available spectrum opportunities. Second, they are scalable by performing well in systems with small as well as large numbers of SUs. Third, they can be implemented in a decentralized manner by relying on local information only. Finally, they ensure fairness among SUs by allowing them to receive equal amounts of service.
KW - cognitive networks
KW - Distributed resource allocation
KW - dynamic spectrum access
KW - management techniques
UR - http://www.scopus.com/inward/record.url?scp=80052469205&partnerID=8YFLogxK
U2 - 10.1109/IWCMC.2011.5982588
DO - 10.1109/IWCMC.2011.5982588
M3 - Conference contribution
AN - SCOPUS:80052469205
SN - 9781424495399
T3 - IWCMC 2011 - 7th International Wireless Communications and Mobile Computing Conference
SP - 522
EP - 527
BT - IWCMC 2011 - 7th International Wireless Communications and Mobile Computing Conference
T2 - 7th International Wireless Communications and Mobile Computing Conference, IWCMC 2011
Y2 - 4 July 2011 through 8 July 2011
ER -