Optimizing Multipath Routing With Guaranteed Fault Tolerance in Internet of Things

Date

2017-10-01

Author

Hasan, Mohammed Zaki
Al-Turjman, Fadi

Metadata

Show full item record

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Item Usage Stats

187
views

0
downloads

Internet of Things (IoTs) refers to the rapidly growing network of connected objects and people that are able to collect and exchange data using embedded sensors. To guarantee the connectivity among these objects and people, fault tolerance routing has to be significantly considered. In this paper, we propose a bio-inspired particle multi-swarm optimization (PMSO) routing algorithm to construct, recover, and select k-disjoint paths that tolerates the failure while satisfying the quality of service parameters. Multi-swarm strategy enables determining the optimal directions in selecting the multipath routing while exchanging messages from all positions in the network. The validity of the proposed algorithm is assessed and results demonstrate high-quality solutions compared with the canonical particle swarm optimization (CPSO). Our results indicate the superiority of the multi-swarm and fully PMSO with constriction coefficient, which record an average improvement over CPSO equal to 88.45% in terms of sensors' count, and 89.15% and 86.51% under the ring and mesh topologies, respectively.

Subject Keywords

Fault tolerant, Internet of things, Multi-swarm, Multipath routing

URI

https://hdl.handle.net/11511/65175

Journal

IEEE SENSORS JOURNAL

DOI

https://doi.org/10.1109/jsen.2017.2739188

Collections

Engineering, Article

Suggestions

OpenMETU
Core

SWARM-based data delivery framework in the Ad Hoc Internet of Things Hasan, Mohammed Zaki; Al-Turjman, Fadi (2017-12-08) Internet of Things (IoTs) refers to the rapidly growing network of connected objects that are able to collect and exchange data using embedded sensors. To guarantee the connectivity among these objects and devices, fault tolerant routing has been received a significant attention in recent years. In this paper, we propose a bio-inspired particle multi-swarm optimization (PMSO) routing algorithm to construct, recover and select k-disjoint paths that tolerates the failure while satisfying quality of service (Q...
SWARM-based data delivery in Social Internet of Things Hasan, Mohammed Zaki; Al-Turjman, Fadi (Elsevier BV, 2019-03-01) Social Internet of Things (SIoTs) refers to the rapidly growing network of connected objects and people that are able to collect and exchange data using embedded sensors. To guarantee the connectivity among these objects and people, fault tolerance routing has to be significantly considered. In this paper, we propose a bio-inspired particle multi-swarm optimization (PMSO) routing algorithm to construct, recover and select k-disjoint paths that tolerates the failure while satisfying quality of service (QoS) ...
Explainable Security in SDN-Based IoT Networks Sarica, Alper Kaan; Angın, Pelin (2020-12-01) The significant advances in wireless networks in the past decade have made a variety of Internet of Things (IoT) use cases possible, greatly facilitating many operations in our daily lives. IoT is only expected to grow with 5G and beyond networks, which will primarily rely on software-defined networking (SDN) and network functions virtualization for achieving the promised quality of service. The prevalence of IoT and the large attack surface that it has created calls for SDN-based intelligent security solut...
Adoption of Internet of Things in Healthcare Organizations Özkan Yıldırım, Sevgi (2018-01-01) The Internet of things (IoT) is a paradigm that integrates different types of devices which can operate in any environment with their sensing, communicating, and processing capability. This domain has been a revolutionary changing of healthcare operations by providing a new architecture for devices and applications through IP-based connection capability. Furthermore, IoT is a generic platform to exchange information between mobile health devices and other ubiquitous technologies. Although there have been se...
Text recognition and correction for automated data collection by mobile devices Ozarslan, Suleyman; Eren, Pekin Erhan (2014-02-06) Participatory sensing is an approach which allows mobile devices such as mobile phones to be used for data collection, analysis and sharing processes by individuals. Data collection is the first and most important part of a participatory sensing system, but it is time consuming for the participants. In this paper, we discuss automatic data collection approaches for reducing the time required for collection, and increasing the amount of collected data. In this context, we explore automated text recognition o...

Citation Formats

M. Z. Hasan and F. Al-Turjman, “Optimizing Multipath Routing With Guaranteed Fault Tolerance in Internet of Things,” IEEE SENSORS JOURNAL, pp. 6463–6473, 2017, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/65175.