TY - GEN
T1 - Resource allocation for AF cooperative communications using Stackelberg game
AU - Al-Tous, Hanan
AU - Barhumi, Imad
PY - 2012
Y1 - 2012
N2 - Amplify and forward (AF) cooperative communication scheme is modeled using Stackelberg market framework, where a relay is willing to sell its resources; power and bandwidth, to multiple users to maximize its revenue. The relay determines the prices for relaying users' information depending on its available resources and the users' demands. Subsequently, each user maximizes its own utility function by determining the optimum power and bandwidth to buy from the relay. The existence and the uniqueness of the Nash equilibrium for given power and bandwidth prices are investigated using the concavity of the utility function, and the exact potential game associated with the proposed utility function. The Stackelberg Nash equilibrium is found using backward induction. A nested distributed algorithm is applied to obtain the Stackelberg-Nash equilibrium with minimum information exchange between the relay and users. Numerical simulations are used to verify the validation of the proposed framework.
AB - Amplify and forward (AF) cooperative communication scheme is modeled using Stackelberg market framework, where a relay is willing to sell its resources; power and bandwidth, to multiple users to maximize its revenue. The relay determines the prices for relaying users' information depending on its available resources and the users' demands. Subsequently, each user maximizes its own utility function by determining the optimum power and bandwidth to buy from the relay. The existence and the uniqueness of the Nash equilibrium for given power and bandwidth prices are investigated using the concavity of the utility function, and the exact potential game associated with the proposed utility function. The Stackelberg Nash equilibrium is found using backward induction. A nested distributed algorithm is applied to obtain the Stackelberg-Nash equilibrium with minimum information exchange between the relay and users. Numerical simulations are used to verify the validation of the proposed framework.
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U2 - 10.1109/ICSPCS.2012.6507972
DO - 10.1109/ICSPCS.2012.6507972
M3 - Conference contribution
AN - SCOPUS:84880323925
SN - 9781467323932
T3 - 6th International Conference on Signal Processing and Communication Systems, ICSPCS 2012 - Proceedings
BT - 6th International Conference on Signal Processing and Communication Systems, ICSPCS 2012 - Proceedings
T2 - 6th International Conference on Signal Processing and Communication Systems, ICSPCS 2012
Y2 - 12 December 2012 through 14 December 2012
ER -