SWARM-based data delivery framework in the Ad Hoc Internet of Things

Date

2017-12-08

Author

Hasan, Mohammed Zaki
Al-Turjman, Fadi

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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 (QoS) 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 to the canonical particle swarm optimization (CPSO), and fully particle multi-swarm optimization (FPMSO).

Subject Keywords

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

URI

https://hdl.handle.net/11511/65250

Conference Name

IEEE Global Telecommunications Conference (GLOBECOM)

Collections

Engineering, Conference / Seminar

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Citation Formats

M. Z. Hasan and F. Al-Turjman, “SWARM-based data delivery framework in the Ad Hoc Internet of Things,” YourSingapore, Singapore, 2017, p. 0, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/65250.