Energy aware data gathering based on adaptive modulation scaling in wireless sensor networks

Yang, Zongkai, Yuan, Yong and He, Jianhua (2004). Energy aware data gathering based on adaptive modulation scaling in wireless sensor networks. IN: 2004 IEEE 60th vehicular technology conference : VTC2004-Fall. IEEEVTS vehicular technology conference, 4 . IEEE.

Abstract

Energy consumption has been a key concern of data gathering in wireless sensor networks. Previous research works show that modulation scaling is an efficient technique to reduce energy consumption. However, such technique will also impact on both packet delivery latency and packet loss, therefore, may result in adverse effects on the qualities of applications. In this paper, we study the problem of modulation scaling and energy-optimization. A mathematical model is proposed to analyze the impact of modulation scaling on the overall energy consumption, end-to-end mean delivery latency and mean packet loss rate. A centralized optimal management mechanism is developed based on the model, which adaptively adjusts the modulation levels to minimize energy consumption while ensuring the QoS for data gathering. Experimental results show that the management mechanism saves significant energy in all the investigated scenarios. Some valuable results are also observed in the experiments.

Publication DOI: https://doi.org/10.1109/VETECF.2004.1400567
Divisions: Engineering & Applied Sciences > Electrical, electronic & power engineering
Additional Information: Copyright 2008 Elsevier B.V., All rights reserved.
Event Title: 60th Vehicular Technology Conference
Event Type: Other
Event Dates: 2004-09-26 - 2004-09-29
Uncontrolled Keywords: wireless sensor network,adaptive modulation scaling,energy efficient design
Full Text Link: http://ieeexplo ... rnumber=1400567
Related URLs: http://www.scop ... tnerID=8YFLogxK (Scopus URL)
Published Date: 2004
Authors: Yang, Zongkai
Yuan, Yong
He, Jianhua ( 0000-0002-5738-8507)

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