TY - GEN
T1 - Design and implementation of distributed dynamic spectrum allocation protocol
AU - Hamdi, Rami
AU - Ghorbel, Mehdi Ben
AU - Hamdaoui, Bechir
AU - Guizani, Mohsen
PY - 2014
Y1 - 2014
N2 - In this paper, we design, implement, and evaluate a resource allocation protocol for distributed dynamic spectrum access (DSA). This protocol, based on learning techniques, enables users to locate and exploit unused spectrum opportunities effectively. It relies on private objective functions in order to allow users to maximize their achieved reward/throughput from accessing the DSA system. This protocol, implemented and tested using ns3, considers that users ending up selecting the same spectrum band share the band equally among themselves by means of a carrier sense multiple access (CSMA) scheme. We use ns3 to implement our proposed protocol, thus allowing us to evaluate its performance while taking into account various practical implementation aspects and constraints, such as packet collision due to medium access contention, traffic overhead due to information sharing among users, and errors due to estimation models. Using simulations, we show the impact of several practical aspects on the performance of proposed protocol.
AB - In this paper, we design, implement, and evaluate a resource allocation protocol for distributed dynamic spectrum access (DSA). This protocol, based on learning techniques, enables users to locate and exploit unused spectrum opportunities effectively. It relies on private objective functions in order to allow users to maximize their achieved reward/throughput from accessing the DSA system. This protocol, implemented and tested using ns3, considers that users ending up selecting the same spectrum band share the band equally among themselves by means of a carrier sense multiple access (CSMA) scheme. We use ns3 to implement our proposed protocol, thus allowing us to evaluate its performance while taking into account various practical implementation aspects and constraints, such as packet collision due to medium access contention, traffic overhead due to information sharing among users, and errors due to estimation models. Using simulations, we show the impact of several practical aspects on the performance of proposed protocol.
KW - Distributed dynamic spectrum access
KW - carrier sense multiple access
KW - learning and adaptive techniques
KW - private objective functions
KW - protocol design
UR - http://www.scopus.com/inward/record.url?scp=84906748893&partnerID=8YFLogxK
U2 - 10.1109/ICCW.2014.6881208
DO - 10.1109/ICCW.2014.6881208
M3 - Conference contribution
AN - SCOPUS:84906748893
SN - 9781479946402
T3 - 2014 IEEE International Conference on Communications Workshops, ICC 2014
SP - 274
EP - 278
BT - 2014 IEEE International Conference on Communications Workshops, ICC 2014
PB - IEEE Computer Society
T2 - 2014 IEEE International Conference on Communications Workshops, ICC 2014
Y2 - 10 June 2014 through 14 June 2014
ER -