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Latency Minimization in Wireless IoT Using Prioritized Channel Access and Data Aggregation
Bhandari, Sabin; Sharma, Shree Krishna; Wang, Xianbin
2018In Proc. IEEE Global Communications (GLOBECOM) Conf. 2018
Peer reviewed
 

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Keywords :
IoT; Latency minimization; Queuing theory; Cloud computing; Prioritized channel access; Wireless MAC
Abstract :
[en] Future Internet of Things (IoT) networks are expected to support a massive number of heterogeneous devices/sensors in diverse applications ranging from eHealthcare to industrial control systems. In highly-dense deployment scenarios such as industrial IoT systems, providing reliable communication links with low-latency becomes challenging due to the involved system delay including data acquisition and processing latencies at the edge-side of IoT networks. In this regard, this paper proposes a priority-based channel access and data aggregation scheme at the Cluster Head (CH) to reduce channel access and queuing delays in a clustered industrial IoT network. First, a prioritized channel access mechanism is developed by assigning different Medium Access Control (MAC) layer attributes to the packets coming from two types of IoT nodes, namely, high-priority and low-priority nodes, based on the application-specific information provided from the cloud-center. Subsequently, a preemptive M/G/1 queuing model is employed by using separate low-priority and high- priority queues before sending aggregated data to the Cloud. Our results show that the proposed priority-based method significantly improves the system latency and reliability as compared to the non-prioritized scheme.
Disciplines :
Electrical & electronics engineering
Author, co-author :
Bhandari, Sabin
Sharma, Shree Krishna ;  University of Western Ontario, ON, Canada
Wang, Xianbin
External co-authors :
yes
Language :
English
Title :
Latency Minimization in Wireless IoT Using Prioritized Channel Access and Data Aggregation
Publication date :
January 2018
Event name :
GLOBECOM 2017 - 2017 IEEE Global Communications Conference
Event organizer :
IEEE
Event date :
4-8 Dec. 2017
Audience :
International
Main work title :
Proc. IEEE Global Communications (GLOBECOM) Conf. 2018
Peer reviewed :
Peer reviewed
Available on ORBilu :
since 06 August 2019

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