Energy-efficient Aggregation-aware IEEE 802.15.4 MAC Protocol for Railway, Tele-medicine Industrial Applications

Manoi Tolani; Sunny; Rajat Kumar Singh

doi:10.1109/UPCON.2018.8597103

Energy-efficient Aggregation-aware IEEE 802.15.4 MAC Protocol for Railway, Tele-medicine Industrial Applications

Manoi Tolani
, Sunny
, Rajat Kumar Singh

Manipal Institute of Technology, Manipal

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Citations (Scopus)

Abstract

IEEE 802.15.4 MAC protocol utilizes superframe structure for the data transmission in an energy-efficient manner. In industrial applications, data generation rate of sensor nodes is abrupt in nature. Due to which, buffer overflow is started in few of the sensor nodes and hence overall throughput decreases. A new algorithm has been proposed in the present work for IEEE 802.15.4 standard MAC protocol to handle abrupt data generation rate efficiently and to avoid buffer overflow. Proposed algorithm utilizes K-means based aggregation function to halt buffer overflow. Simulation results indicate that the proposed algorithm beats the standard IEEE 802.15.4 MAC protocol in terms of percentage throughput and energy consumption with low mean square error (MSE).

Original language	English
Title of host publication	2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018
Editors	Tomohisa Wada, Divakar Yadav, A. N. Tiwari, Brijesh Kumar
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781538650028
DOIs	https://doi.org/10.1109/UPCON.2018.8597103
Publication status	Published - 31-12-2018
Event	5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018 - Gorakhpur, India Duration: 02-11-2018 → 04-11-2018

Publication series

Name	2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018

Conference

Conference	5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018
Country/Territory	India
City	Gorakhpur
Period	02-11-18 → 04-11-18

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

All Science Journal Classification (ASJC) codes

Computer Networks and Communications
Hardware and Architecture
Electrical and Electronic Engineering
Electronic, Optical and Magnetic Materials
Instrumentation

Access to Document

10.1109/UPCON.2018.8597103

Cite this

Tolani, M., Sunny, & Singh, R. K. (2018). Energy-efficient Aggregation-aware IEEE 802.15.4 MAC Protocol for Railway, Tele-medicine Industrial Applications. In T. Wada, D. Yadav, A. N. Tiwari, & B. Kumar (Eds.), 2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018 Article 8597103 (2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/UPCON.2018.8597103

Tolani, Manoi ; Sunny ; Singh, Rajat Kumar. / Energy-efficient Aggregation-aware IEEE 802.15.4 MAC Protocol for Railway, Tele-medicine Industrial Applications. 2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018. editor / Tomohisa Wada ; Divakar Yadav ; A. N. Tiwari ; Brijesh Kumar. Institute of Electrical and Electronics Engineers Inc., 2018. (2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018).

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title = "Energy-efficient Aggregation-aware IEEE 802.15.4 MAC Protocol for Railway, Tele-medicine Industrial Applications",

abstract = "IEEE 802.15.4 MAC protocol utilizes superframe structure for the data transmission in an energy-efficient manner. In industrial applications, data generation rate of sensor nodes is abrupt in nature. Due to which, buffer overflow is started in few of the sensor nodes and hence overall throughput decreases. A new algorithm has been proposed in the present work for IEEE 802.15.4 standard MAC protocol to handle abrupt data generation rate efficiently and to avoid buffer overflow. Proposed algorithm utilizes K-means based aggregation function to halt buffer overflow. Simulation results indicate that the proposed algorithm beats the standard IEEE 802.15.4 MAC protocol in terms of percentage throughput and energy consumption with low mean square error (MSE).",

author = "Manoi Tolani and Sunny and Singh, \{Rajat Kumar\}",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018 ; Conference date: 02-11-2018 Through 04-11-2018",

year = "2018",

month = dec,

day = "31",

doi = "10.1109/UPCON.2018.8597103",

language = "English",

series = "2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

editor = "Tomohisa Wada and Divakar Yadav and Tiwari, \{A. N.\} and Brijesh Kumar",

booktitle = "2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018",

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Tolani, M, Sunny & Singh, RK 2018, Energy-efficient Aggregation-aware IEEE 802.15.4 MAC Protocol for Railway, Tele-medicine Industrial Applications. in T Wada, D Yadav, AN Tiwari & B Kumar (eds), 2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018., 8597103, 2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018, Institute of Electrical and Electronics Engineers Inc., 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018, Gorakhpur, India, 02-11-18. https://doi.org/10.1109/UPCON.2018.8597103

Energy-efficient Aggregation-aware IEEE 802.15.4 MAC Protocol for Railway, Tele-medicine Industrial Applications. / Tolani, Manoi; Sunny; Singh, Rajat Kumar.
2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018. ed. / Tomohisa Wada; Divakar Yadav; A. N. Tiwari; Brijesh Kumar. Institute of Electrical and Electronics Engineers Inc., 2018. 8597103 (2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Energy-efficient Aggregation-aware IEEE 802.15.4 MAC Protocol for Railway, Tele-medicine Industrial Applications

AU - Tolani, Manoi

AU - Sunny,

AU - Singh, Rajat Kumar

PY - 2018/12/31

Y1 - 2018/12/31

N2 - IEEE 802.15.4 MAC protocol utilizes superframe structure for the data transmission in an energy-efficient manner. In industrial applications, data generation rate of sensor nodes is abrupt in nature. Due to which, buffer overflow is started in few of the sensor nodes and hence overall throughput decreases. A new algorithm has been proposed in the present work for IEEE 802.15.4 standard MAC protocol to handle abrupt data generation rate efficiently and to avoid buffer overflow. Proposed algorithm utilizes K-means based aggregation function to halt buffer overflow. Simulation results indicate that the proposed algorithm beats the standard IEEE 802.15.4 MAC protocol in terms of percentage throughput and energy consumption with low mean square error (MSE).

AB - IEEE 802.15.4 MAC protocol utilizes superframe structure for the data transmission in an energy-efficient manner. In industrial applications, data generation rate of sensor nodes is abrupt in nature. Due to which, buffer overflow is started in few of the sensor nodes and hence overall throughput decreases. A new algorithm has been proposed in the present work for IEEE 802.15.4 standard MAC protocol to handle abrupt data generation rate efficiently and to avoid buffer overflow. Proposed algorithm utilizes K-means based aggregation function to halt buffer overflow. Simulation results indicate that the proposed algorithm beats the standard IEEE 802.15.4 MAC protocol in terms of percentage throughput and energy consumption with low mean square error (MSE).

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U2 - 10.1109/UPCON.2018.8597103

DO - 10.1109/UPCON.2018.8597103

M3 - Conference contribution

AN - SCOPUS:85061658649

T3 - 2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018

BT - 2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018

A2 - Wada, Tomohisa

A2 - Yadav, Divakar

A2 - Tiwari, A. N.

A2 - Kumar, Brijesh

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018

Y2 - 2 November 2018 through 4 November 2018

ER -

Tolani M, Sunny, Singh RK. Energy-efficient Aggregation-aware IEEE 802.15.4 MAC Protocol for Railway, Tele-medicine Industrial Applications. In Wada T, Yadav D, Tiwari AN, Kumar B, editors, 2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018. Institute of Electrical and Electronics Engineers Inc. 2018. 8597103. (2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018). doi: 10.1109/UPCON.2018.8597103

Energy-efficient Aggregation-aware IEEE 802.15.4 MAC Protocol for Railway, Tele-medicine Industrial Applications

Abstract

Publication series

Conference

UN SDGs

All Science Journal Classification (ASJC) codes

Access to Document

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