Load balancing and Congestion Control in Mobile Ad-hoc Network using Ant Colony Optimization

نویسندگان

  • Arun Kumar
  • Vijay Kumar Katiyar
چکیده

Within few years Mobile Ad -hoc has fetched more attention due to plug and play infrastructure less network. Mobile Ad hoc wireless networks consist entirely of wireless nodes, placed together in an impromptu manner, i.e. with minimal forethought. All device/nodes have routing capabilities and forward data packets for other devices in multi hop fashion. Device/nodes can enter or leave the system at any time, so that the network topology continuously experiences revisions, modification during deployment as nodes are not fixed but moving. So routing is main problem in MANETs. Ant colony optimization is used to find the ideal solution in terms of the shortest route in a MANETs. In this paper Max-Min ant system, Multi agent Ant Colony algorithm is described. Connection is established on a multi ant net basis to balance the load in the network. General Terms: Load Balancing, Congestion Control, Ant Colony Optimization.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Implementation of Rank Based ACO approach with Load Balancing in Ad hoc Network for Multipath Routing Mechanism

Ad-Hoc wireless networks are self-organizing multi-hop wireless networks. Mobile ad hoc networks have some challenges like the design of an efficient routing protocol. The multipath routing protocol with load balancing provides a solution for the congestion network. Ad Hoc networks are setup as needed since they do not depend on the infrastructure. Ad Hoc networks are self–organizing multi hop ...

متن کامل

Improvement of the mechanism of congestion avoidance in mobile networks

Mobile ad hoc network congestion control is a significant problem. Standard mechanism for congestion control (TCP), the ability to run certain features of a wireless network, several mutations are not common. In particular, the enormous changes in the network topology and the joint nature of the wireless network. It also creates significant challenges in mobile ad hoc networks (MANET), density ...

متن کامل

Load Balancing Using a Best-Path-Updating Information-Guided Ant Colony Optimization Algorithm

Abstract: Load balancing and phase balancing are important complement to reconfiguration of the feeder and the network.In the distribution automation ,these issues must be solved continuously and simultaneously to ensure the optimal performance of a distribution network.Distribution network imbalance has various consequences such as increase in power losses, voltage drop,cost increase,etc.In th...

متن کامل

Ant Colony Based Node Disjoint Hybrid Multi-path Routing for Mobile Ad Hoc Network

Mobile Ad hoc Networks are characterized by multi-hop wireless links, without any infrastructure and frequent node mobility. A class of ant colony based routing protocols has recently gained attention because of their adaptability to the network changes. AntHocNet is ant colony based hybrid algorithm, which combines reactive path setup with proactive path probing, maintenance and improvement. M...

متن کامل

An Optimization Algorithm for Congestion Control

The Mobile Ad Hoc Networks (MANETs) is a self configured network of mobile devices connected by wireless links. The main problem with Mobile Ad Hoc Networks (MANETs) is how to find out the best shortest path (optimize route). There are several studies and research are done to find out the optimize route but they may fail to find optimize path. Beside that Ant Colony Optimization Routing Algorit...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2014