Decision Tree Based Routing Protocol (DTRP) for Reliable Path in MANET

Title

Decision Tree Based Routing Protocol (DTRP) for Reliable Path in MANET

Creator

Gnana Prakasi O.S.; Varalakshmi P.

Description

In mobile ad hoc network due to node movements, there exists route failure in active data transmission which results in data loss and communication overheads. Hence, in such a dynamic network, routing through reliable path is one of the tedious tasks. In this paper, we propose a novel Decision Tree based Routing Protocol (DTRP) a data mining technique in route selection process from source to destination. The proposed DTRP protocol selects the one hop neighbors based on the parameters such as speed, Link Expiration Time, trip_time and node life time. Thus the performance of a route discovery mechanism is enhanced by selecting the stable one-hop neighbors along the path to reach the destination. The simulated results show that the lifetime of the route is increased and hence the data loss and end to end delay are minimized thereby increasing the throughput of the network using the proposed DTRP routing protocol compared to existing routing protocols. 2019, Springer Science+Business Media, LLC, part of Springer Nature.

Source

Wireless Personal Communications, Vol-109, No. 1, pp. 257-270.

Date

2019-01-01

Publisher

Springer New York LLC

Subject

Decision tree; Link expiration time; Node life time; Optimal path; Route failure; Speed; Trip time

Coverage

Gnana Prakasi O.S., Department of Computer Science and Engineering, Christ (Deemed to be University), Bangalore, India; Varalakshmi P., Department of Computer Technology, MIT Campus, Anna University, Chennai, India

Rights

Restricted Access

Relation

ISSN: 9296212; CODEN: WPCOF

Format

Online

Language

English

Type

Article

Identifier

https://doi.org/10.1007/s11277-019-06563-z

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85073455337&doi=10.1007%2fs11277-019-06563-z&partnerID=40&md5=1e00ba848fae8c2178b5ebfde7a6d6c6