Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.1145/2093698.2093839acmotherconferencesArticle/Chapter ViewAbstractPublication PagesisabelConference Proceedingsconference-collections
research-article

Application of an integrated PHY and MAC layer model for half-duplex IEEE 802.15.4 networks to smart grids

Published: 26 October 2011 Publication History

Abstract

This paper puts the spotlight on the home/building area network of the smart grid. The IEEE 802.15.4 standard provides the core infrastructure for collecting data from customers' premises and forwarding it to the operations as well as service providers. An integrated physical (PHY) and medium access control (MAC) layer analytical model is introduced for half-duplex IEEE 802.15.4 networks. The PHY layer propagation channel is modeled as the composite path-loss K distribution while accommodating groundwave propagation, multipath fading, and shadowing. The MAC layer model caters for the unslotted carrier sense multiple access with collision avoidance (CSMA/CA) of IEEE 802.15.4 with unsaturated traffic conditions. Closed-form expressions are derived for the probability density function (PDF) of the instantaneous received power and the average outage probability. The packet success probability without and with capture effect is thoroughly studied for several environments as well as propagation scenarios. The correctness of all analytical results is validated through simulations.

References

[1]
A. Abdi and M. Kaveh. K distribution: an appropriate substitute for Rayleigh-lognormal distribution in fading-shadowing wireless channels. IEEE Electronics Letters, 34(9):851--852, Apr. 1998.
[2]
A. Abdi and M. Kaveh. A comparative study of two shadow fading models in ultrawideband and other wireless systems. IEEE Trans. Wireless Commun., 10(5):1428--1434, May 2011.
[3]
M. Abramowitz and I. A. Stegun. Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables. Washington: National Bureau of Standards, 1972.
[4]
S. C. Ergen, P. D. Marco, and C. Fischione. MAC protocol engine for sensor networks. In Proc. 52nd IEEE Globecom 2009, pages 1--8. Honolulu, Hawaii, USA, Nov./Dec. 2009.
[5]
A. Faridi, M. R. Palattella, A. Lozano, et al. Comprehensive evaluation of the IEEE 802.15.4 MAC layer performance with retransmissions. IEEE Trans. Veh. Technol., 59(8):3917--3932, Oct. 2010.
[6]
J. Gao, J. Hu, G. Min, and L. Xu. QoS analysis of medium access control in LR-WPANs under bursty error channels. Elsevier, Future Generation Computer Systems, pages 1426--1432, Apr. 2010.
[7]
I. S. Gradshteyn and I. M. Ryzhik. Table of Integrals, Series, and Products. New York: Academic Press, 6th edition, 2000.
[8]
D. Griffith, M. Souryal, C. Gentile, and N. Golmie. An integrated PHY and MAC layer model for half-duplex IEEE 802.11 networks. In Proc. 2010 Military Comm. Conf., MILCOM 2010, pages 1354--1359. San Jose, CA, USA, Oct./Nov. 2010.
[9]
J. H. Kim and J. K. Lee. Capture effects of wireless CSMA/CA protocols in Rayleigh and shadow fading channels. IEEE Trans. Veh. Technol., 48(4):1277--1286, July 1999.
[10]
C. T. Lau and C. Leung. Capture models for mobile packet radio networks. IEEE Trans. Commun., 40(5):917--925, May 1992.
[11]
X. Li and Q. Zeng. Capture effect in the IEEE 802.11 WLAN with Rayleigh fading, shadowing, and path loss. In Proc. IEEE Int. Wireless and Mobile Computing, (WiMob 2006), pages 110--115. Montreal, Canada, June 2006.
[12]
A. F. Molisch, D. Cassioli, C. C. Chong, et al. A comprehensive standardized model for ultrawideband propagation channels. IEEE Trans. Antennas Propagat., 54(11):3151--3166, Nov. 2006.
[13]
http://www.nist.gov/smartgrid/.
[14]
C. V. D. Plas and J. P. M. G. Linnartz. Stability of mobile slotted ALOHA network with Rayleigh fading, shodowing, and near-far effect. IEEE Trans. Veh. Technol., 39(4):359--366, Nov. 1990.
[15]
S. Pollin, M. Ergen, S. C. Ergen, et al. Performance analysis of slotted carrier sense IEEE 802.15.4 medium access layer. IEEE Trans. Wireless Commun., 7(9):3359--3369, Sept. 2008.
[16]
T. S. Rappaport. Wireless Communications: Principles and Practice. Upper Saddle River, New Jersey: Prentice-Hall, 2nd edition, 1996.
[17]
M. Souryal, C. Gentile, D. Griffith, D. Cypher, and N. Golmie. A methodology to evaluate wireless technologies for the smart grid. In Proc. 1st Int. Conf. on Smart Grid Communications, SmartGridComm 2010, pages 356--361. Gaithersburg, MD, USA, Oct. 2010.
[18]
http://www.ieee802.org/15/pub/TG4.html.

Cited By

View all
  • (2013)Effects of Rayleigh-lognormal fading on IEEE 802.15.4 networks2013 IEEE International Conference on Communications (ICC)10.1109/ICC.2013.6654756(1666-1671)Online publication date: Jun-2013

Recommendations

Comments

Information & Contributors

Information

Published In

cover image ACM Other conferences
ISABEL '11: Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
October 2011
949 pages
ISBN:9781450309134
DOI:10.1145/2093698
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Sponsors

  • Universitat Pompeu Fabra
  • IEEE
  • Technical University of Catalonia Spain: Technical University of Catalonia (UPC), Spain
  • River Publishers: River Publishers
  • CTTC: Technological Center for Telecommunications of Catalonia
  • CTIF: Kyranova Ltd, Center for TeleInFrastruktur

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 26 October 2011

Permissions

Request permissions for this article.

Check for updates

Qualifiers

  • Research-article

Conference

ISABEL '11
Sponsor:
  • Technical University of Catalonia Spain
  • River Publishers
  • CTTC
  • CTIF

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)0
  • Downloads (Last 6 weeks)0
Reflects downloads up to 10 Nov 2024

Other Metrics

Citations

Cited By

View all
  • (2013)Effects of Rayleigh-lognormal fading on IEEE 802.15.4 networks2013 IEEE International Conference on Communications (ICC)10.1109/ICC.2013.6654756(1666-1671)Online publication date: Jun-2013

View Options

Get Access

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media