Title :
Belief-based packet forwarding in self-organized mobile ad hoc networks with noise and imperfect observation
Author :
Ji, Zhu ; Yu, Wei ; Liu, K. J Ray
Author_Institution :
Dept. of Electr. & Comput. Eng., Maryland Univ., College Park, MD
Abstract :
In self-organized mobile ad hoc networks (MANET) where each user is its own authority, fully cooperative behaviors, such as unconditionally forwarding packets for each other, cannot be directly assumed. In this paper, we focus on cooperation enforcement in the self-organized mobile ad hoc networks with noise and imperfect observation and study the basic packet-forwarding function using the repeated game models with imperfect information. A belief-based packet forwarding framework is proposed to obtain cooperation-enforcement strategies solely based on each node´s own past actions and its private imperfect observation of other nodes´ information. The simulation results illustrate that the proposed belief-based packet forwarding approach can enforce the cooperation with only a small performance degradation compared to the unconditionally cooperative outcomes in the ad hoc networks with noise and imperfect observation
Keywords :
ad hoc networks; game theory; mobile radio; MANET; belief-based packet forwarding; cooperation-enforcement strategies; repeated game models; self-organized mobile ad hoc networks; Ad hoc networks; Computer networks; Degradation; Game theory; Intelligent networks; Mobile ad hoc networks; Monitoring;
Conference_Titel :
Wireless Communications and Networking Conference, 2006. WCNC 2006. IEEE
Conference_Location :
Las Vegas, NV
Print_ISBN :
1-4244-0269-7
Electronic_ISBN :
1525-3511
DOI :
10.1109/WCNC.2006.1683488