TY - GEN
T1 - On the impact of selfish behaviors in wireless packet scheduling
AU - Kong, Zhen
AU - Kwok, Yu Kwong
AU - Wang, Jiangzhou
PY - 2008
Y1 - 2008
N2 - In many practical scenarios, wireless devices are autonomous and thus, may exhibit non-cooperative behaviors due to self-interests. For instance, a wireless user may report bogus channel information to gain resource allocation advantages. Such non-cooperative behaviors are practicable as the device's software could be modified by the user. In this paper, we first analyze the impact of these rationally selfish behaviors on the performance of packet scheduling algorithms in time-slotted wireless networks. Using a mixed strategy game theoretic model, we show that the traditional Maximum Rate packet scheduling algorithm can lead non-cooperative users to undesirable Nash equilibriums, in which the wireless channels are used inefficiently. By using repeated game to enforce cooperation, we further propose a novel game theoretic approach that can lead to an efficient equilibrium.
AB - In many practical scenarios, wireless devices are autonomous and thus, may exhibit non-cooperative behaviors due to self-interests. For instance, a wireless user may report bogus channel information to gain resource allocation advantages. Such non-cooperative behaviors are practicable as the device's software could be modified by the user. In this paper, we first analyze the impact of these rationally selfish behaviors on the performance of packet scheduling algorithms in time-slotted wireless networks. Using a mixed strategy game theoretic model, we show that the traditional Maximum Rate packet scheduling algorithm can lead non-cooperative users to undesirable Nash equilibriums, in which the wireless channels are used inefficiently. By using repeated game to enforce cooperation, we further propose a novel game theoretic approach that can lead to an efficient equilibrium.
KW - Game theory
KW - Non-cooperative wireless networks
KW - Packet scheduling
KW - Selfish behavior
UR - https://www.scopus.com/pages/publications/51249104622
U2 - 10.1109/ICC.2008.612
DO - 10.1109/ICC.2008.612
M3 - Conference contribution
AN - SCOPUS:51249104622
SN - 9781424420742
T3 - IEEE International Conference on Communications
SP - 3253
EP - 3257
BT - ICC 2008 - IEEE International Conference on Communications, Proceedings
T2 - IEEE International Conference on Communications, ICC 2008
Y2 - 19 May 2008 through 23 May 2008
ER -