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Optimizing RPL Objective Function for Mobile Low-Power Wireless Networks
Mälardalens högskola.
Mälardalens högskola, Akademin för innovation, design och teknik, Inbyggda system.ORCID-id: 0000-0001-5590-0784
British University in Egypt, Cairo, Egypt.
2017 (engelsk)Inngår i: Proceedings - International Computer Software and Applications Conference, IEEE Computer Society , 2017, s. 678-683Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

Supporting mobility in wireless sensor networks is one of the major requirements for future Internet of Things (IoT) applications. This work focuses on optimizing the objective function of Routing Protocol for Low-power and Lossy Networks (RPL) in mobile applications. RPL routing is the most common standard routing protocol designed for IoT applications. We optimized RPL objective function by combining several RPL parameters, such as (i) Expected Transmission Count (ETX), (ii) number of hops, and (iii) average Received Signal Strength Indicator (RSSI) as inputs in a fuzzy logic model. These parameters are more influenced in mobile applications. We applied the fuzzy decision to the mRPL (a hand-off enabled RPL mechanism). We fine-tuned the weighting scheme by running extensive simulations to achieve reliable data communication. We found that the fuzzy-based hand-off approach provides high reliability by successfully delivering nearly 100% of data packets, while achieving a very short hand-off delay. 

sted, utgiver, år, opplag, sider
IEEE Computer Society , 2017. s. 678-683
HSV kategori
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URN: urn:nbn:se:mdh:diva-37257DOI: 10.1109/COMPSAC.2017.185ISI: 000424861900125Scopus ID: 2-s2.0-85032867209ISBN: 9781538603673 (tryckt)OAI: oai:DiVA.org:mdh-37257DiVA, id: diva2:1157699
Konferanse
41st IEEE Annual Computer Software and Applications Conference Workshops, COMPSAC 2017, 4 July 2017 through 8 July 2017
Tilgjengelig fra: 2017-11-16 Laget: 2017-11-16 Sist oppdatert: 2018-03-01bibliografisk kontrollert

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