An Improved KNN Algorithm in Text Classification

DOI

10.2991/isca-13.2013.45How to use a DOI?

Keywords

Ad Hoc network; AODV routing protocol; energy model; load balancing

Abstract

In Ad Hoc network, AODV routing protocol is an on-demand routing protocol of relative maturity and extensive application. Due to the fact that AODV routing protocol doesn’t consider the residual energy and the load situation of the nodes when choosing routes, its efficiency declines sharply in the case of the high load and fast moving velocity. To solve the above problems, we propose an improved protocol Advanced-AODV (Ad-AODV) of AODV routing algorithm based on a strategy of energy model and load balancing. When Ad-AODV routing protocol performs the routing request, it will consider the residual energy and the load situation of the nodes. According to the simulation results, the Ad-AODV routing protocol improves the efficiency of Ad Hoc network, and the packet delivery ratio, lowers the average end-to-end delay and reduces the routing load.

Copyright

© 2013, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Xiaoni Wang
AU  - Zhenjiang Zhang
AU  - Wei Cao
PY  - 2013/10
DA  - 2013/10
TI  - An Improved KNN Algorithm in Text Classification
BT  - Proceedings of 2013 International Conference on Information Science and Computer Applications
PB  - Atlantis Press
SP  - 263
EP  - 268
SN  - 1951-6851
UR  - https://doi.org/10.2991/isca-13.2013.45
DO  - 10.2991/isca-13.2013.45
ID  - Wang2013/10
ER  -