Toward Grant-Free Transmission of Small, Individual and Group Data from Massive IoT Devices

碩士 === 國立交通大學 === 網路工程研究所 === 104 === The emergence of Internet of Things (IoT) has enabled many industrial and consumer applications. IoT devices usually collect and report data to base stations at regular patterns. The data transmission between IoT devices and a base station normally has the follo...

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Main Authors: Yeh, Chi-Pin, 葉啟彬
Other Authors: 曾煜棋
Format: Others
Language:en_US
Published: 2016
Online Access:http://ndltd.ncl.edu.tw/handle/47160352765728517675
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spelling ndltd-TW-104NCTU57260202017-09-06T04:21:58Z http://ndltd.ncl.edu.tw/handle/47160352765728517675 Toward Grant-Free Transmission of Small, Individual and Group Data from Massive IoT Devices 應用於大量物聯裝置的個別傳輸與群體傳輸協定 Yeh, Chi-Pin 葉啟彬 碩士 國立交通大學 網路工程研究所 104 The emergence of Internet of Things (IoT) has enabled many industrial and consumer applications. IoT devices usually collect and report data to base stations at regular patterns. The data transmission between IoT devices and a base station normally has the following characteristics: (1) massively connected, (2) small payload per packet, and (3) periodical or at least mostly predictable. Current communication protocols, however, are not well designed to handle these characteristics. For example, contending to send a small packet by typical random access is not cost-effective. In this work, we propose a set of efficient small data transmission protocols. Six scenarios are considered: individual uplink/downlink transmission, small number of groups transmission with same/different data, large number of groups transmission with same/different data. Our solutions utilize a novel hash function to carry resource allocation information to devices. To save signaling overhead, the hash function only takes small broadcast data as input. We show that this can save a lot of contention among IoT devices are compared to traditional random access approaches. In addition, our solutions eliminate the transmission of device IDs, thus increasing throughput significantly when payloads are small. Through extensive simulations, we validate the efficiency of our solutions. 曾煜棋 2016 學位論文 ; thesis 43 en_US
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description 碩士 === 國立交通大學 === 網路工程研究所 === 104 === The emergence of Internet of Things (IoT) has enabled many industrial and consumer applications. IoT devices usually collect and report data to base stations at regular patterns. The data transmission between IoT devices and a base station normally has the following characteristics: (1) massively connected, (2) small payload per packet, and (3) periodical or at least mostly predictable. Current communication protocols, however, are not well designed to handle these characteristics. For example, contending to send a small packet by typical random access is not cost-effective. In this work, we propose a set of efficient small data transmission protocols. Six scenarios are considered: individual uplink/downlink transmission, small number of groups transmission with same/different data, large number of groups transmission with same/different data. Our solutions utilize a novel hash function to carry resource allocation information to devices. To save signaling overhead, the hash function only takes small broadcast data as input. We show that this can save a lot of contention among IoT devices are compared to traditional random access approaches. In addition, our solutions eliminate the transmission of device IDs, thus increasing throughput significantly when payloads are small. Through extensive simulations, we validate the efficiency of our solutions.
author2 曾煜棋
author_facet 曾煜棋
Yeh, Chi-Pin
葉啟彬
author Yeh, Chi-Pin
葉啟彬
spellingShingle Yeh, Chi-Pin
葉啟彬
Toward Grant-Free Transmission of Small, Individual and Group Data from Massive IoT Devices
author_sort Yeh, Chi-Pin
title Toward Grant-Free Transmission of Small, Individual and Group Data from Massive IoT Devices
title_short Toward Grant-Free Transmission of Small, Individual and Group Data from Massive IoT Devices
title_full Toward Grant-Free Transmission of Small, Individual and Group Data from Massive IoT Devices
title_fullStr Toward Grant-Free Transmission of Small, Individual and Group Data from Massive IoT Devices
title_full_unstemmed Toward Grant-Free Transmission of Small, Individual and Group Data from Massive IoT Devices
title_sort toward grant-free transmission of small, individual and group data from massive iot devices
publishDate 2016
url http://ndltd.ncl.edu.tw/handle/47160352765728517675
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