A New Approach to Overcome the Count to Infinity Problem in DVR Protocol Based on HMM Modelling
Journal Title: Journal of Information Systems and Telecommunication - Year 2013, Vol 1, Issue 4
Abstract
Due to low complexity, power and bandwidth saving Distance Vector Routing has been introduced as one of the most popular dynamic routing protocol. However, this protocol has a serious drawback in practice called Count To Infinity problem or slow convergence. There are many proposed solutions in the literature to solve the problem, but all of these methods depend on the network topology, and impose much computational complexity to the network. In this paper, we introduce a new approach to solve the Count To Infinity using hidden markov model (HMM), which is one of the most important machine learning tools. As the modelling results show, the proposed method is completely independent from the network topology and simple with low computational complexity.
Authors and Affiliations
Mehdi Golestanian, Reza Ghazizadeh
Keywords
Related Articles
- EP ID EP190101
- DOI 10.7508/jist.2013.04.007
- Views 103
- Downloads 0
Design, Implementation and Evaluation of Multi-terminal Binary Decision Diagram based Binary Fuzzy Relations
Elimination of redundancies in the memory representation is necessary for fast and efficient analysis of large sets of fuzzy data. In this work, we use MTBDDs as the underlying data-structure to represent fuzzy sets and...
A Hybrid Object Tracking for Hand Gesture (HOTHG) Approach based on MS-MD and its Application
In the research proposed here, a hybrid object tracking approach, namely HOTHG, with its application to hand gesture recognition in American Sign Language; ASL, is realized. This is in fact proposed to track and recogniz...
An Ultra-Wideband Common Gate LNA With Gm-Boosted And Noise Canceling Techniques
In this paper, an ultra-wideband (UWB) common gate low-noise amplifier (LNA) with gm-boosted and noise-cancelling techniques is presented. In this scheme we utilize gm-boosted stage for cancelling the noise of matching d...
Extracting Credit Rules from Imbalanced Data: The Case of an Iranian Export Development Bank
Credit scoring is an important topic, and banks collect different data from their loan applicant to make an appropriate and correct decision. Rule bases are of more attention in credit decision making because of their ab...
Mitosis detection in breast cancer histological images based on texture features using AdaBoost
Counting mitotic figures present in tissue samples from a patient with cancer, plays a crucial role in assessing the patient’s survival chances. In clinical practice, mitotic cells are counted manually by pathologists in...