dc.contributor.author |
Magubane, Z
|
|
dc.contributor.author |
Tarwireyi, P
|
|
dc.contributor.author |
Abu-Mahfouz, Adnan MI
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|
dc.contributor.author |
Adigun, MO
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|
dc.date.accessioned |
2021-02-09T12:55:46Z |
|
dc.date.available |
2021-02-09T12:55:46Z |
|
dc.date.issued |
2020-11 |
|
dc.identifier.citation |
Magubane, Z., Tarwireyi, P., Abu-Mahfouz, A.M. & Adigun, M. 2020. Performance evaluation of ETXPC-RPL routing algorithm in IoT Network. http://hdl.handle.net/10204/11743 . |
en_ZA |
dc.identifier.uri |
http://hdl.handle.net/10204/11743
|
|
dc.description.abstract |
Nowadays physical objects have an ability to connect to the internet, process, analyze the data to the real world through the Internet of Things (IoT). These physical objects have a limited processing space, storage, memory, and bandwidth. Routing becomes a significant factor throughout the data transmission process in IoT devices. The network layer Routing Protocol for Low power and Lossy Networks (RPL) provides communication and the performance of information exchange among the IoT devices. The RPL protocol was mainly designed to perform data transmission effectively in the network with low dynamic traffic. Then, in large network traffic, heavy dynamic traffic scenarios it encounters network congestion problems due to load imbalance distribution. Several RPL load balancing routing algorithms have existed intended to improve network reliability. The Expected Transmission Count and Parent count (ETXPC) objective function is one of the load balancing objective functions that have been evaluated in a burst traffic network scenario. However, this study evaluates the performance of ETXPC objective function in the RPL general IoT network with regards to different network densities. For this study, we applied the parent count (PC), expected transmission count (ETX), and Buffer Occupancy (BO) routing metrics to guide the data packets. The performance metrics considered for evaluation were energy consumption, the ratio of packets delivered, control overhead, and end-to-end delay. In large traffic network ETXPC provides unreliable links that decrease packet delivered successfully and increases control overhead. The algorithm balances the load distribution such a way that it reduces the network delay and energy consumption in the general IoT network. |
en_US |
dc.format |
Full text |
en_US |
dc.language.iso |
en |
en_US |
dc.relation.uri |
https://www.spu.ac.za/index.php/ieee-imitec-2020/ |
en_US |
dc.relation.uri |
DOI: 10.1109/IMITEC50163.2020.9334136 |
en_US |
dc.relation.uri |
https://ieeexplore.ieee.org/document/9334136 |
en_US |
dc.relation.uri |
978-1-7281-9521-6 |
en_US |
dc.relation.uri |
978-1-7281-9520-9 |
en_US |
dc.source |
International Multidisciplinary Information Technology and Engineering Conference, Kimberley, South Africa, 25-27 November 2020 |
en_US |
dc.subject |
Buffer Occupancy |
en_US |
dc.subject |
Expected Transmission Count and Parent coun |
en_US |
dc.subject |
ETX |
en_US |
dc.subject |
Internet of Things |
en_US |
dc.subject |
IoT |
en_US |
dc.subject |
Load balancing |
en_US |
dc.title |
Performance evaluation of ETXPC-RPL routing algorithm in IoT Network |
en_US |
dc.type |
Conference Presentation |
en_US |
dc.description.pages |
8pp |
en_US |
dc.description.note |
Copyright: 2020 IEEE. This is the pre-print version of the work. |
en_US |
dc.description.cluster |
Next Generation Enterprises & Institutions |
|
dc.description.impactarea |
EDTRC Management |
en_US |
dc.identifier.apacitation |
Magubane, Z., Tarwireyi, P., Abu-Mahfouz, A. M., & Adigun, M. (2020). Performance evaluation of ETXPC-RPL routing algorithm in IoT Network. http://hdl.handle.net/10204/11743 |
en_ZA |
dc.identifier.chicagocitation |
Magubane, Z, P Tarwireyi, Adnan MI Abu-Mahfouz, and MO Adigun. "Performance evaluation of ETXPC-RPL routing algorithm in IoT Network." <i>International Multidisciplinary Information Technology and Engineering Conference, Kimberley, South Africa, 25-27 November 2020</i> (2020): http://hdl.handle.net/10204/11743 |
en_ZA |
dc.identifier.vancouvercitation |
Magubane Z, Tarwireyi P, Abu-Mahfouz AM, Adigun M, Performance evaluation of ETXPC-RPL routing algorithm in IoT Network; 2020. http://hdl.handle.net/10204/11743 . |
en_ZA |
dc.identifier.ris |
TY - Conference Presentation
AU - Magubane, Z
AU - Tarwireyi, P
AU - Abu-Mahfouz, Adnan MI
AU - Adigun, MO
AB - Nowadays physical objects have an ability to connect to the internet, process, analyze the data to the real world through the Internet of Things (IoT). These physical objects have a limited processing space, storage, memory, and bandwidth. Routing becomes a significant factor throughout the data transmission process in IoT devices. The network layer Routing Protocol for Low power and Lossy Networks (RPL) provides communication and the performance of information exchange among the IoT devices. The RPL protocol was mainly designed to perform data transmission effectively in the network with low dynamic traffic. Then, in large network traffic, heavy dynamic traffic scenarios it encounters network congestion problems due to load imbalance distribution. Several RPL load balancing routing algorithms have existed intended to improve network reliability. The Expected Transmission Count and Parent count (ETXPC) objective function is one of the load balancing objective functions that have been evaluated in a burst traffic network scenario. However, this study evaluates the performance of ETXPC objective function in the RPL general IoT network with regards to different network densities. For this study, we applied the parent count (PC), expected transmission count (ETX), and Buffer Occupancy (BO) routing metrics to guide the data packets. The performance metrics considered for evaluation were energy consumption, the ratio of packets delivered, control overhead, and end-to-end delay. In large traffic network ETXPC provides unreliable links that decrease packet delivered successfully and increases control overhead. The algorithm balances the load distribution such a way that it reduces the network delay and energy consumption in the general IoT network.
DA - 2020-11
DB - ResearchSpace
DP - CSIR
J1 - International Multidisciplinary Information Technology and Engineering Conference, Kimberley, South Africa, 25-27 November 2020
KW - Buffer Occupancy
KW - Expected Transmission Count and Parent coun
KW - ETX
KW - Internet of Things
KW - IoT
KW - Load balancing
LK - https://researchspace.csir.co.za
PY - 2020
T1 - Performance evaluation of ETXPC-RPL routing algorithm in IoT Network
TI - Performance evaluation of ETXPC-RPL routing algorithm in IoT Network
UR - http://hdl.handle.net/10204/11743
ER - |
en_ZA |
dc.identifier.worklist |
24114 |
|