On the effects of cognitive mobility prediction in wireless multi-hop ad hoc networks

作者: Marco Mezzavilla , Giorgio Quer , Michele Zorzi

DOI: 10.1109/ICC.2014.6883557

关键词:

摘要: In this paper, we address an important problem in mobile ad hoc networks, namely, the intrinsic inefficiency of standard transmission control protocol (TCP), which has not been designed to work these types networks. After initial training phase, predict mobility status network through a probabilistic approach, and propose series strategies counteract TCP based on prediction. Via simulation, show performance improvements various wireless scenarios, terms increased average throughput decreased length outage intervals. The significant shown here will be verified future by implementing our approach real testbed.

参考文章(27)
Nir Friedman, Daniel L. Koller, Probabilistic graphical models : principles and techniques The MIT Press. ,(2009)
Urmila Shrawankar, Sumedha R. Chokhandre, An Algorithm to Improve Performance over Multihop Wireless Mesh Network arXiv: Networking and Internet Architecture. ,(2013)
Kai Chen, Yuan Xue, K. Nahrstedt, On setting TCP's congestion window limit in mobile ad hoc networks international conference on communications. ,vol. 2, pp. 1080- 1084 ,(2003) , 10.1109/ICC.2003.1204525
P. Muhlethaler, Thomas Heide Clausen, P. Jacquet, A. Qayyum, A. Laouiti, L. Viennot, Optimized Link State Routing Protocol ,(2000)
Finn B. Jensen, Thomas Graven-Nielsen, Bayesian networks and decision graphs ,(2001)
M. Hiyama, E. Kulla, M. Ikeda, L. Barolli, M. Takizawa, Investigation of OLSR Behavior for Different Hello Packets Intervals in a MANET Testbed advanced information networking and applications. pp. 183- 188 ,(2013) , 10.1109/AINA.2013.141
Matteo Danieletto, Giorgio Quer, Ramesh R. Rao, Michele Zorzi, On the Exploitation of the Android OS for the Design of a Wireless Mesh Network Testbed MILCOM 2013 - 2013 IEEE Military Communications Conference. pp. 1032- 1038 ,(2013) , 10.1109/MILCOM.2013.179
B. C. Sreenivas, G. C. Bhanu Prakash, K. V. Ramakrishnan, L2DB-TCP: An adaptive congestion control technique for MANET based on link layer measurements ieee international advance computing conference. pp. 1086- 1093 ,(2013) , 10.1109/IADCC.2013.6514378
Giorgio Quer, Federico Librino, Luca Canzian, Leonardo Badia, Michele Zorzi, Inter-Network Cooperation Exploiting Game Theory and Bayesian Networks IEEE Transactions on Communications. ,vol. 61, pp. 4310- 4321 ,(2013) , 10.1109/TCOMM.2013.082813.120710
Biljana Bojovic, Giorgio Quer, Nicola Baldo, Ramesh R. Rao, Bayesian and neural network schemes for call admission control in LTE systems global communications conference. pp. 1246- 1252 ,(2013) , 10.1109/GLOCOM.2013.6831245