Multiple Access Control for Cognitive Radio-Based IEEE 802.11ah Networks.
Muhammad Shafiq1, Maqbool Ahmad2, Azeem Irshad3
1Department of Information Technology, University of Gujrat, Gujrat 50700, Pakistan. shafiq.pu@gmail.com.
Cognitive Radio (CR) technology enhances Internet-of-Things (IoT) spectrum efficiency. A new decentralized protocol, RACIR, resolves collisions and interference in IEEE 802.11ah systems, improving IoT performance.
Area of Science:
- Wireless Communication
- Internet of Things (IoT)
- Cognitive Radio (CR)
Background:
- Radio spectrum scarcity due to IoT proliferation in Industrial, Scientific, and Medical (ISM) bands.
- Cognitive Radio (CR) offers efficient spectrum use for IoT, but faces challenges like the Hidden Primary Terminal (HPT) problem.
- Existing IEEE 802.11af and 802.11ah systems require centralized control and incur significant overhead for managing IoT device groups.
Purpose of the Study:
- To propose a novel Multiple Access Control (MAC) protocol for CR-based IEEE 802.11ah systems.
- To address collisions and interference issues in CR-based IoT environments.
- To reduce signaling overhead associated with managing device groups in dynamic IoT networks.
Main Methods:
- Introduction of the Restricted Access with Collision and Interference Resolution (RACIR) protocol.
- Development of a decentralized group split algorithm using probabilistic estimation to mitigate collisions.
- Implementation of a decentralized channel access procedure to overcome the HPT problem and incumbent receiver interference.
Main Results:
- The proposed RACIR protocol effectively reduces collisions and interference in CR-based IEEE 802.11ah systems.
- Decentralized algorithms minimize signaling overhead, even with frequent changes in the number of participating IoT stations.
- Performance analysis using Markov models and analytic expressions demonstrates promising results in normalized throughput, packet delay, and energy consumption.
Conclusions:
- The RACIR protocol is a viable solution for efficient spectrum management in CR-based IoT environments.
- Decentralized approaches offer a scalable and robust alternative to centralized architectures for IoT networks.
- RACIR shows strong potential for enhancing the performance and reliability of IoT communications over licensed-free spectrum bands.
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