Rough set-based quality of service optimisation guidelines with stack parameter in MANET

Prathviraj, N and Deshpande, Santhosh L (2021) Rough set-based quality of service optimisation guidelines with stack parameter in MANET. International Journal of Information and Decision Sciences, 13 (2). pp. 127-142. ISSN 1756-7017

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In mobile ad hoc network (MANET), providing a guaranteed service for packet delivery has to pass through several hurdles. Providing guaranteed service should address multiple quality of service (QoS) parameters under uncertain network conditions. The QoS parameters should be prioritised in consideration of MANET constraints and applications running on MANET. The QoS aspects of MANET are impacted by the multi-layer stack parameters. An analysis has been conducted to identify the trade-off point for configuring the stack parameters to achieve better QoS in packet delivery. The outcome of analysis is discussed in terms of packet error rate, energy efficiency, goodput and delay with the support of rough set theory (RST). The multi-objective analysis capabilities of RST make it suitable for taking dynamic decision to prioritise the QoS parameter. The rough set derived decision rules are filtered out based on probabilistic properties like strength, certainty and coverage of the decision rules.

Item Type: Article
Uncontrolled Keywords: mobile ad hoc network; MANET; quality of service; QoS; rough set theory; RST; rough set exploration system; RSES.
Subjects: Information Sciences > MCIS Manipal
Depositing User: MIT Library
Date Deposited: 23 Dec 2021 09:16
Last Modified: 23 Dec 2021 09:16

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