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Packet Size Optimization in Wireless Sensor Networks for Smart Grid Applications | IEEE Journals & Magazine | IEEE Xplore

Packet Size Optimization in Wireless Sensor Networks for Smart Grid Applications


Abstract:

Wireless sensor networks (WSNs) are envisioned to be an important enabling technology for smart grid (SG) due to the low cost, ease of deployment, and versatility of WSNs...Show More

Abstract:

Wireless sensor networks (WSNs) are envisioned to be an important enabling technology for smart grid (SG) due to the low cost, ease of deployment, and versatility of WSNs. Limited battery energy is the tightest resource constraint on WSNs. Transmission power control and data packet size optimization are powerful mechanisms for prolonging network lifetime and improving energy efficiency. Increasing transmission power will reduce the bit error rate (BER) on some links, however, utilizing the highest power level will lead to inefficient use of battery energy because on links with low path loss achieving low BER is possible without the need to use the highest power level. Utilizing a large packet size is beneficial for increasing the payload-to-overhead ratio, yet, lower packet sizes have the advantage of lower packet error rate. Furthermore, transmission power level assignment and packet size selection are interrelated. Therefore, joint optimization of transmission power level and packet size is of utmost importance in WSN lifetime maximization. In this study, we construct a detailed link layer model by employing the characteristics of Tmote Sky WSN nodes and channel characteristics based on actual measurements of SG path loss for various environments. A novel mixed integer programming framework is created by using the aforementioned link layer model for WSN lifetime maximization by joint optimization of transmission power level and data packet size. We analyzed the WSN performance by systematic exploration of the parameter space for various SG environments through the numerical solutions of the optimization model.
Published in: IEEE Transactions on Industrial Electronics ( Volume: 64, Issue: 3, March 2017)
Page(s): 2392 - 2401
Date of Publication: 21 October 2016

ISSN Information:

Funding Agency:

Author image of Sinan Kurt
Department of Electrical and Electronics Engineering, TOBB University of Economics and Technology, Ankara, Turkey
Sinan Kurt received the B.S. and M.S. degrees from the Middle East Technical University, Ankara, Turkey, in 2004 and 2007, respectively, and the Ph.D. degree from the TOBB University of Economics and Technology, Ankara, in 2016, all in electrical and electronics engineering.
He is a Lead Design Engineer at ASELSAN Inc., Ankara. His research interests include the areas of wireless communications, electromagnetics, circui...Show More
Sinan Kurt received the B.S. and M.S. degrees from the Middle East Technical University, Ankara, Turkey, in 2004 and 2007, respectively, and the Ph.D. degree from the TOBB University of Economics and Technology, Ankara, in 2016, all in electrical and electronics engineering.
He is a Lead Design Engineer at ASELSAN Inc., Ankara. His research interests include the areas of wireless communications, electromagnetics, circui...View more
Author image of Huseyin Ugur Yildiz
Department of Electrical and Electronics Engineering, TED University, Ankara, Turkey
Huseyin Ugur Yildiz (S’13–M’16) received the B.S. degree from Bilkent University, Ankara, Turkey, in 2009, and the M.S. and Ph.D. degrees from TOBB University of Economics and Technology, Ankara, Turkey, in 2013 and 2016, respectively, all in electrical and electronics engineering.
He is currently an Assistant Professor in the Department of Electrical and Electronics Engineering, TED University, Ankara, Turkey. His res...Show More
Huseyin Ugur Yildiz (S’13–M’16) received the B.S. degree from Bilkent University, Ankara, Turkey, in 2009, and the M.S. and Ph.D. degrees from TOBB University of Economics and Technology, Ankara, Turkey, in 2013 and 2016, respectively, all in electrical and electronics engineering.
He is currently an Assistant Professor in the Department of Electrical and Electronics Engineering, TED University, Ankara, Turkey. His res...View more
Author image of Melike Yigit
Department of Computer Engineering, Bahcesehir University, Istanbul, Turkey
Melike Yigit received the B.S. and M.S. degrees in computer engineering in 2010 and 2012, respectively, from Bahcesehir University, Istanbul, Turkey, where she is currently working toward the Ph.D. degree.
She is also currently working at Turkish Airlines (THY) as a Business Analyst.
Melike Yigit received the B.S. and M.S. degrees in computer engineering in 2010 and 2012, respectively, from Bahcesehir University, Istanbul, Turkey, where she is currently working toward the Ph.D. degree.
She is also currently working at Turkish Airlines (THY) as a Business Analyst.View more
Author image of Bulent Tavli
Department of Electrical and Electronics Engineering, TOBB University of Economics and Technology, Ankara, Turkey
Bulent Tavli (S’97–M’05) received the B.S. degree in electrical and electronics engineering from the Middle East Technical University, Ankara, Turkey, in 1996, and the M.S. and Ph.D. degrees in electrical and computer engineering from the University of Rochester, Rochester, NY, USA, in 2002 and 2005, respectively.
He is a Professor in the Electrical and Electronics Engineering Department, TOBB University of Economics an...Show More
Bulent Tavli (S’97–M’05) received the B.S. degree in electrical and electronics engineering from the Middle East Technical University, Ankara, Turkey, in 1996, and the M.S. and Ph.D. degrees in electrical and computer engineering from the University of Rochester, Rochester, NY, USA, in 2002 and 2005, respectively.
He is a Professor in the Electrical and Electronics Engineering Department, TOBB University of Economics an...View more
Author image of Vehbi Cagri Gungor
Department of Computer Engineering, Bahcesehir University, Istanbul, Turkey
Vehbi Cagri Gungor received the B.S. and M.S. degrees in electrical and electronics engineering from the Middle East Technical University, Ankara, Turkey, in 2001 and 2003, respectively, and the Ph.D. degree in electrical and computer engineering from the Georgia Institute of Technology, Atlanta, GA, USA, in 2007.
He is currently an Associate Professor and the Chair of the Computer Engineering Department, Abdullah Gul ...Show More
Vehbi Cagri Gungor received the B.S. and M.S. degrees in electrical and electronics engineering from the Middle East Technical University, Ankara, Turkey, in 2001 and 2003, respectively, and the Ph.D. degree in electrical and computer engineering from the Georgia Institute of Technology, Atlanta, GA, USA, in 2007.
He is currently an Associate Professor and the Chair of the Computer Engineering Department, Abdullah Gul ...View more

Author image of Sinan Kurt
Department of Electrical and Electronics Engineering, TOBB University of Economics and Technology, Ankara, Turkey
Sinan Kurt received the B.S. and M.S. degrees from the Middle East Technical University, Ankara, Turkey, in 2004 and 2007, respectively, and the Ph.D. degree from the TOBB University of Economics and Technology, Ankara, in 2016, all in electrical and electronics engineering.
He is a Lead Design Engineer at ASELSAN Inc., Ankara. His research interests include the areas of wireless communications, electromagnetics, circuit design, wireless networks, and optimization.
Sinan Kurt received the B.S. and M.S. degrees from the Middle East Technical University, Ankara, Turkey, in 2004 and 2007, respectively, and the Ph.D. degree from the TOBB University of Economics and Technology, Ankara, in 2016, all in electrical and electronics engineering.
He is a Lead Design Engineer at ASELSAN Inc., Ankara. His research interests include the areas of wireless communications, electromagnetics, circuit design, wireless networks, and optimization.View more
Author image of Huseyin Ugur Yildiz
Department of Electrical and Electronics Engineering, TED University, Ankara, Turkey
Huseyin Ugur Yildiz (S’13–M’16) received the B.S. degree from Bilkent University, Ankara, Turkey, in 2009, and the M.S. and Ph.D. degrees from TOBB University of Economics and Technology, Ankara, Turkey, in 2013 and 2016, respectively, all in electrical and electronics engineering.
He is currently an Assistant Professor in the Department of Electrical and Electronics Engineering, TED University, Ankara, Turkey. His research focuses on the applications of optimization techniques to modeling and analyzing research problems on wireless communications and networks.
Huseyin Ugur Yildiz (S’13–M’16) received the B.S. degree from Bilkent University, Ankara, Turkey, in 2009, and the M.S. and Ph.D. degrees from TOBB University of Economics and Technology, Ankara, Turkey, in 2013 and 2016, respectively, all in electrical and electronics engineering.
He is currently an Assistant Professor in the Department of Electrical and Electronics Engineering, TED University, Ankara, Turkey. His research focuses on the applications of optimization techniques to modeling and analyzing research problems on wireless communications and networks.View more
Author image of Melike Yigit
Department of Computer Engineering, Bahcesehir University, Istanbul, Turkey
Melike Yigit received the B.S. and M.S. degrees in computer engineering in 2010 and 2012, respectively, from Bahcesehir University, Istanbul, Turkey, where she is currently working toward the Ph.D. degree.
She is also currently working at Turkish Airlines (THY) as a Business Analyst.
Melike Yigit received the B.S. and M.S. degrees in computer engineering in 2010 and 2012, respectively, from Bahcesehir University, Istanbul, Turkey, where she is currently working toward the Ph.D. degree.
She is also currently working at Turkish Airlines (THY) as a Business Analyst.View more
Author image of Bulent Tavli
Department of Electrical and Electronics Engineering, TOBB University of Economics and Technology, Ankara, Turkey
Bulent Tavli (S’97–M’05) received the B.S. degree in electrical and electronics engineering from the Middle East Technical University, Ankara, Turkey, in 1996, and the M.S. and Ph.D. degrees in electrical and computer engineering from the University of Rochester, Rochester, NY, USA, in 2002 and 2005, respectively.
He is a Professor in the Electrical and Electronics Engineering Department, TOBB University of Economics and Technology, Ankara. His current research interests include wireless communications, networking, optimization, embedded systems, information security, and smart grid.
Bulent Tavli (S’97–M’05) received the B.S. degree in electrical and electronics engineering from the Middle East Technical University, Ankara, Turkey, in 1996, and the M.S. and Ph.D. degrees in electrical and computer engineering from the University of Rochester, Rochester, NY, USA, in 2002 and 2005, respectively.
He is a Professor in the Electrical and Electronics Engineering Department, TOBB University of Economics and Technology, Ankara. His current research interests include wireless communications, networking, optimization, embedded systems, information security, and smart grid.View more
Author image of Vehbi Cagri Gungor
Department of Computer Engineering, Bahcesehir University, Istanbul, Turkey
Vehbi Cagri Gungor received the B.S. and M.S. degrees in electrical and electronics engineering from the Middle East Technical University, Ankara, Turkey, in 2001 and 2003, respectively, and the Ph.D. degree in electrical and computer engineering from the Georgia Institute of Technology, Atlanta, GA, USA, in 2007.
He is currently an Associate Professor and the Chair of the Computer Engineering Department, Abdullah Gul University, Kayseri, Turkey.
Vehbi Cagri Gungor received the B.S. and M.S. degrees in electrical and electronics engineering from the Middle East Technical University, Ankara, Turkey, in 2001 and 2003, respectively, and the Ph.D. degree in electrical and computer engineering from the Georgia Institute of Technology, Atlanta, GA, USA, in 2007.
He is currently an Associate Professor and the Chair of the Computer Engineering Department, Abdullah Gul University, Kayseri, Turkey.View more
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