NDLI: Model Based Adaptive Mobility Prediction in Mobile Ad-Hoc Networks

Content Provider	IEEE Xplore Digital Library
Author	Mousavi, S.M. Rabiee, H.R. Moshref, M. Dabirmoghaddam, A.
Copyright Year	2007
Description	Author affiliation: Dept. of Comput. Eng., Sharif Univ., Tehran (Mousavi, S.M.)
Abstract	Mobility Prediction in mobile ad-hoc networks is used in location aided routing and mobility aware topology control protocols. These protocols assume that each node knows its current position, speed and movement direction angle. Using this information the protocols can predict the future position of each node. Also they can predict some parameters like future distance between 2 neighboring nodes. Future distance between 2 neighboring nodes is used in some applications like mobility aware topology control protocols. The major problem with these protocols is the inaccuracy of future distance predictor which uses mobility prediction to estimate the future distance of neighboring nodes. The efficiency of this estimator varies in presence of different mobility models, sampling rates and different speed ranges. In this paper, we introduce an adaptive mobility prediction method that uses learning automaton to estimate the coefficients of a simple adaptive filter in order to predict the future distance of 2 neighboring nodes. We evaluated this estimator in different mobility models and sampling rate. Simulation results show significant improvement in accuracy of the future distance prediction mechanism which causes more accurate prediction especially in low sampling rates.
Starting Page	1713
Ending Page	1716
File Size	305997
Page Count	4
File Format	PDF
ISBN	9781424413119
DOI	10.1109/WICOM.2007.431
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-09-21
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Protocols Network topology Learning automata Prediction methods Predictive models Sampling methods Mobile communication Ad hoc networks Computer networks Mobile computing
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Mobility Aware Distributed Topology Control in Mobile Ad-Hoc Networks with Model Based Adaptive Mobility Prediction

Mobility Aware Distributed Topology Control in Mobile Ad-Hoc Networks Using Mobility Pattern Matching

Bayesian model for mobility prediction to support routing in Mobile Ad-Hoc Networks

MA-AODV: Mobility Aware Routing Protocols for Mobile Ad Hoc Networks

Throughput and connectivity using constraint based mobility model for mobile ad hoc networks

Ant routing algorithm for mobile ad-hoc networks based on adaptive improvement

Mobility vs. predictive MPR selection for mobile ad hoc networks using OLSR

Angular Routing Protocol for Mobile Ad Hoc Networks

Ad hoc wireless multicast with mobility prediction

Model Based Adaptive Mobility Prediction in Mobile Ad-Hoc Networks

Similar Documents

Mobility Aware Distributed Topology Control in Mobile Ad-Hoc Networks with Model Based Adaptive Mobility Prediction

Mobility Aware Distributed Topology Control in Mobile Ad-Hoc Networks Using Mobility Pattern Matching

Bayesian model for mobility prediction to support routing in Mobile Ad-Hoc Networks

MA-AODV: Mobility Aware Routing Protocols for Mobile Ad Hoc Networks

Throughput and connectivity using constraint based mobility model for mobile ad hoc networks

Ant routing algorithm for mobile ad-hoc networks based on adaptive improvement

Mobility vs. predictive MPR selection for mobile ad hoc networks using OLSR

Angular Routing Protocol for Mobile Ad Hoc Networks

Ad hoc wireless multicast with mobility prediction

Model Based Adaptive Mobility Prediction in Mobile Ad-Hoc Networks