Techno-Economic Analysis of Random Phase Multiple Access Planning for AMI Services in Surabaya City

Purnama, Arrizky Ayu Faradila; Nashiruddin, Muhammad Imam; Murti, Muhammad Ary

doi:10.1109/ic-ictrudev50538.2021.9656498

Cited by 2 publications

(2 citation statements)

References 5 publications

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“…In this context, some works in the literature provide smart city planning based on RPMA networks. For example, in [30][31][32], the authors leverage RPMA's capacity and coverage to introduce smart city planning in Batam Island with an area of 1595 km 2 , Bandung city covering 167.3 km 2 and Surabaya city with a surface of 350.5 km 2 for Advanced Metering Infrastructure (AMI) Services, respectively. The planning aims at determining the minim number of access points to provide sufficient capacity and coverage through the use of a Forsk Atoll simulator and an Erceg-Greenstein Propagation Model.…”

Section: Rpma In the Real Worldmentioning

confidence: 99%

A Multichannel Conflict-Free Mac Protocol for Enhancing RPMA Scalability

Alsaeedi,

Bouabdallah

2023

Sensors

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The internet of things (IoT) revolutionized human life, whereby a large number of interrelated devices are connected to exchange data in order to accomplish many tasks, leading to the rapid growth of connected devices, reaching the tens of billions. The Low Power Wide Area (LPWA) protocols paradigm has emerged to satisfy the IoT application requirements, especially in terms of long-range communication and low power consumption. However, LPWA technologies still do not completely meet the scalability requirement of IoT applications. The main critical issues are the restrictive duty cycle regulations of the sub-GHz band in which most LPWA technologies operate, as well as the random access to the medium. Ingenu Random Phase Multiple Access (RPMA) is an LPWA technology that uses the 2.4 GHz band that is not subject to the duty cycle constraint. Furthermore, RPMA uses Direct-Sequence Spread Spectrum (DSSS) as a modulation technique; hence, it is an excellent candidate technology for handling scalable LPWA networks. In this paper, we perform mathematical and simulation analysis to assess RPMA scalability and the factors that affect it, especially when all the available channels are used. The results indicate that RPMA has impressive scalability. Indeed, by taking advantage of the multichannel feature in RPMA, the network capacity can be increased by up to 38 times. Aditionally, randomly selecting the Spreading Factors (SF) degrades the network scalability, as working on higher SFs will increase the probability of collision. Thus, we proposed an SF distribution algorithm that ensures effective packet delivery with minimum collision.

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Section: Rpma In the Real Worldmentioning

confidence: 99%

A Multichannel Conflict-Free Mac Protocol for Enhancing RPMA Scalability

Alsaeedi,

Bouabdallah

2023

Sensors

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“…There are several technologies and research such as: Narrowband IoT (NB-IoT) [18], [19], LTE-M [20], [21] or utilize cellular IoT [22] dan EC-GSM-IoT [23], [24]. Meanwhile, LPWAN technology that works on the unlicensed spectrum, such as: Long Range (LoRa) [25], Sigfox [26], [27], RPMA [28], [29], Weightless [30], etc. LPWAN technologies, such as LoRa and Sigfox, can provide a guarantee in terms of assisting IoT applications.…”

Section: Introductionmentioning

confidence: 99%

A Systematic Review of LPWAN and Short-Range Network using AI to Enhance Internet of Things

Widianto

Sinaga

Ginting

2022

Journal of Robotics and Control

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Artificial intelligence (AI) has recently been used frequently, especially concerning the Internet of Things (IoT). However, IoT devices cannot work alone, assisted by Low Power Wide Area Network (LPWAN) for long-distance communication and Short-Range Network for a short distance. However, few reviews about AI can help LPWAN and Short-Range Network. Therefore, the author took the opportunity to do this review. This study aims to review LPWAN and Short-Range Networks AI papers in systematically enhancing IoT performance. Reviews are also used to systematically maximize LPWAN systems and Short-Range networks to enhance IoT quality and discuss results that can be applied to a specific scope. The author utilizes selected reporting items for systematic review and meta-analysis (PRISMA). The authors conducted a systematic review of all study results in support of the authors' objectives. Also, the authors identify development and related study opportunities. The author found 79 suitable papers in this systematic review, so a discussion of the presented papers was carried out. Several technologies are widely used, such as LPWAN in general, with several papers originating from China. Many reports from conferences last year and papers related to this matter were from 2020-2021. The study is expected to inspire experimental studies in finding relevant scientific papers and become another review.

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Techno-Economic Analysis of Random Phase Multiple Access Planning for AMI Services in Surabaya City

Cited by 2 publications

References 5 publications

A Multichannel Conflict-Free Mac Protocol for Enhancing RPMA Scalability

A Multichannel Conflict-Free Mac Protocol for Enhancing RPMA Scalability

A Systematic Review of LPWAN and Short-Range Network using AI to Enhance Internet of Things

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