Comprehensive Throughput Analysis of Unslotted ALOHA for Low-Power Wide-Area Networks
Unslotted ALOHA has been often employed by several low-power wide-area networks (LPWANs) for Internet of Things (IoT) as a random access (RA) protocol. This work analyzes the performance of unslotted ALOHA systems in terms of throughput and RA delay, and investigates their optimization. Our analysis...
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Veröffentlicht in: | IEEE internet of things journal 2022-09, Vol.9 (17), p.15800-15813 |
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Sprache: | eng |
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Zusammenfassung: | Unslotted ALOHA has been often employed by several low-power wide-area networks (LPWANs) for Internet of Things (IoT) as a random access (RA) protocol. This work analyzes the performance of unslotted ALOHA systems in terms of throughput and RA delay, and investigates their optimization. Our analysis consists of: 1) two- heterogeneous user case, whose backoff rate and packet length are different; 2) N - homogeneous user case, whose backoff rate and packet length are identical; and 3) homogeneous users of infinite population model. In the two-user case, we investigate the throughput region of unslotted ALOHA by using a multiobjective optimization problem (MOOP) and derive the Laplace Stieltjes transform (LST) of the probability density function (PDF) of RA delay. For N -homogeneous user case, we show how the throughput behaves according to the population size, packet length, and backoff rate. Our work may provide a comprehensive analytical framework for unslotted ALOHA systems. |
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ISSN: | 2327-4662 2327-4662 |
DOI: | 10.1109/JIOT.2022.3150168 |