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Resource-Efficient Parallelized Random Access for Reliable Connection Establishment in Cellular IoT Networks
Taehoon Kim1, Seongho Chae2, Jin-Taek Lim3
1Department of Computer Engineering, Hanbat National University, Daejeon 34158, Republic of Korea.
Sensors (Basel, Switzerland)
|April 28, 2023
Summary
We propose a new parallelized random access (RePRA) procedure to improve connection success for massive Internet of Things (IoT) devices in cellular networks. This method enhances reliability and radio efficiency for numerous IoT devices.
Area of Science:
- Telecommunications Engineering
- Computer Networks
- Internet of Things (IoT)
Background:
- Cellular networks are evolving to support the growing demands of Industry 4.0 and massive Internet of Things (IoT) deployments.
- Connection establishment via random access procedures is critical for IoT device communication but is prone to contention issues as device numbers increase.
Purpose of the Study:
- To introduce a novel resource-efficient parallelized random access (RePRA) procedure for cellular-based massive IoT networks.
- To enhance the reliability and radio efficiency of connection establishment for a large number of IoT devices.
Main Methods:
- The proposed RePRA procedure involves IoT devices performing multiple random access procedures in parallel.
- The base station (BS) employs two new redundancy elimination mechanisms to manage excessive radio resource usage.
Main Results:
- Extensive simulations demonstrate improved connection establishment success probability.
- The RePRA procedure shows significant gains in radio resource efficiency for massive IoT scenarios.
Conclusions:
- The proposed RePRA technique is feasible for reliably and radio-efficiently supporting a large volume of IoT devices in cellular networks.
- This approach addresses the contention challenges inherent in traditional random access methods for massive IoT.
Keywords:
connection establishmentinternet-of-thingsrandom accessredundancy eliminationresource efficiencyMore Related Videos
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