skip to main content
article

Scalability and performance evaluation of hierarchical hybrid wireless networks

Published: 01 October 2009 Publication History

Abstract

This paper considers the problem of scaling ad hoc wireless networks now being applied to urban mesh and sensor network scenarios. Previous results have shown that the inherent scaling problems of a multihop "flat" ad hoc wireless network can be improved by a "hybrid network" with an appropriate proportion of radio nodes with wired network connections. In this work, we generalize the system model to a hierarchical hybrid wireless network with three tiers of radio nodes: low-power end-user mobile nodes (MNs) at the lowest tier, higher power radio forwarding nodes (FNs) that support multihop routing at intermediate level, and wired access points (APs) at the highest level. Scalability properties of the proposed three-tier hierarchical hybrid wireless network are analyzed, leading to an identification of the proportion of FNs and APs as well as transmission range required for linear increase in end-user throughput. In particular, it is shown analytically that in a three-tier hierarchical network with nA APs, nF FNs, and nM MNs, the low-tier capacity increases linearly with nA, and the high-tier capacity increases linearly with nA when nA = Ω(√nF) and nA = O(nF). This analytical result is validated via ns-2 simulations for an example dense network scenario, and the model is used to study scaling behavior and performance as a function of key parameters such as AP and FN node densities for different traffic patterns and bandwidth allocation at each tier of the network.

References

[1]
D. B. Johnson and D. A. Maltz, "Dynamic source routing in ad hoc wireless networks," in Mobile Computing, T. Imielinski and H. Korth, Eds. Norwell, MA: Kluwer, 1996, ch. 5, pp. 153-181.
[2]
C. E. Perkins and E. M. Royer, "Ad hoc on-demand distance vector routing," in Proc. 2nd IEEE WMCSA, Feb. 1999, pp. 90-100.
[3]
P. Gupta and P. R. Kumar, "The capacity of wireless networks," IEEE Trans. Inf. Theory, vol. 46, no. 2, pp. 388-404, Mar. 2000.
[4]
C. R. Lin and M. Gerla, "Adaptive clustering for mobile wireless networks," IEEE J. Sel. Areas Commun., vol. 15, no. 7, pp. 1265-1275, Sep. 1997.
[5]
A. Iwata, C.-C. Chiang, G. Pei, M. Gerla, and T.-W. Chen, "Scalable routing strategies for ad-hoc wireless networks," IEEE J. Sel. Areas Commun., vol. 17, no. 8, pp. 1369-1379, Aug. 1999.
[6]
E. M. Belding-Royer, "Hierarchical routing in ad hoc mobile networks," Wireless Commun. Mobile Comput., pp. 515-532, 2002.
[7]
B. Liu, Z. Liu, and D. Towsley, "On the capacity of hybrid wireless networks," in Proc. IEEE INFOCOM, Mar. 2003, vol. 2, pp. 1543-1552.
[8]
U. C. Kozat and L. Tassiulas, "Throughput capacity of random ad hoc networks with infrastructure support," in Proc. 9th ACM MobiCom, Sep. 2003, pp. 55-65.
[9]
S. Toumpis, "Capacity bounds for three classes of wireless networks: Asymmetric, cluster, and hybrid," in Proc. 5th ACM MobiHoc, May 2004, pp. 133-144.
[10]
A. Agarwal and P. R. Kumar, "Capacity bounds for ad hoc and hybrid wireless networks," Comput. Commun. Review, vol. 34, no. 3, pp. 71-81, Jul. 2004.
[11]
A. Zemlianov and G. de Veciana, "Capacity of ad hoc wireless networks with infrastructure support," IEEE J. Sel. Areas Commun., vol. 23, no. 3, pp. 657-667, Mar. 2005.
[12]
Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specification, IEEE Std. 802.11, 1999.
[13]
WCDMA for UMTS Radio Access for Third Generation Mobile Communications, H. Holma and A. Toskala, Eds. New York: Wiley, 2000.
[14]
Z. Wu and D. Raychaudhuri, "Integrated routing and MAC scheduling for single-channel wireless mesh networks," in Proc. 9th IEEE WoWMoM, Jun. 2008, pp. 1-8.
[15]
L. Raju, S. Ganu, B. Anepu, I. Seskar, and D. Raychaudhuri, "Beacon assisted discovery protocol (BEAD) for self-organizing hierarchical wireless ad-hoc networks," in Proc. IEEE GLOBECOM, Nov. 2004, pp. 1676-1680.
[16]
S. Zhao, Z. Wu, A. Acharya, and D. Raychaudhuri, "PARMA: A PHY/MAC aware routing metric for ad-hoc wireless networks with multi-rate radios," in Proc. 6th IEEE WoWMoM, Jun. 2005, pp. 286-292.
[17]
K. Fall and K. Varadhan, "The ns manual," The VINT Project, UC Berkeley, LBL, USC/ISI, and Xerox PARC, 2002 Online. Available: http://www.isi.edu/nsnam/ns/doc/ns_doc.pdf
[18]
Air Interface for Fixed Broadband Wireless Access Systems, IEEE Std. 802.16, 2001.
[19]
Wireless Medium Access Control (MAC) and Physical Layer (PHY) Specifications for Low Rate Wireless Personal Area Networks (LRWPANs), IEEE Std. 802.15.4, 2003.
[20]
S. Ganu, L. Raju, B. Anepu, S. Zhao, I. Seskar, and D. Raychaudhuri, "Architecture and prototyping of an 802.11-based self-organizing hierarchical ad-hoc wireless network (SOHAN)," in Proc. PIMRC, Sep. 2004, pp. 880-884.
[21]
M. Franceschetti, O. Dousse, D. Tse, and P. Tiran, "Closing the gap in the capacity of random wireless networks," in Proc. IEEE ISIT, Jun./ Jul. 2004, p. 439.
[22]
M. Grossglauser and D. Tse, "Mobility increases the capacity of ad hoc wireless networks," IEEE/ACM Trans. Netw., vol. 10, no. 4, pp. 477-486, Aug. 2002.
[23]
A. Özgür, O. Lévêque, and D. Tse, "Hierarchical cooperation achieves linear capacity scaling in ad hoc networks," in Proc. IEEE INFOCOM, May 2007, pp. 382-390.
[24]
S. Zhao and D. Raychaudhuri, "Multi-tier ad hoc mesh networks with radio forwarding nodes," in Proc. IEEE GLOBECOM, Nov. 2007, pp. 1360-1364.
[25]
R. Diestel, Graph Theory, 3rd ed. Berlin, Germany: Springer, 2006.
[26]
C. E. Perkins and P. Bhagwat, "Highly dynamic destination-sequenced distance-vector routing (DSDV) for mobile computers," in Proc. ACM SIGCOMM, Aug. 1994, pp. 234-244.
[27]
L.-L. Xie and P. R. Kumar, "A network information theory for wireless communications: Scaling laws and optimal operation," IEEE Trans. Inf. Theory, vol. 50, no. 5, pp. 748-767, May 2004.
[28]
J. Li, C. Blake, D. S. J. De Couto, H. I. Lee, and R. Morris, "Capacity of ad hoc wireless networks," in Proc. ACM MobiCom, Jul. 2001, pp. 61-69.
[29]
T. M. Cover and J. A. Thomas, Elements of Information Theory. New York: Wiley-Interscience, 1991.
[30]
E. J. Duarte-Melo and M. Liu, "Data-gathering wireless sensor networks: Organization and capacity," Comput. Netw., pp. 519-537, Nov. 2003.
[31]
S. Zhao and D. Raychaudhuri, "On the scalability of hierarchical hybrid wireless networks," in Proc. 2006 IEEE CISS, Mar. 2006, pp. 711-716.

Cited By

View all
  • (2018)A simple analytical throughput---delay model for clustered FiWi networksPhotonic Network Communications10.1007/s11107-014-0471-129:1(78-95)Online publication date: 17-Dec-2018
  • (2014)A new dynamic hierarchical reputation evaluation scheme for hybrid wireless mesh networksComputers and Electrical Engineering10.1016/j.compeleceng.2013.05.00540:2(663-672)Online publication date: 1-Feb-2014
  • (2012)Reliable link lifetime-based cluster-head election in wireless ad hoc networksProceedings of the thirteenth ACM international symposium on Mobile Ad Hoc Networking and Computing10.1145/2248371.2248410(251-252)Online publication date: 11-Jun-2012

Recommendations

Comments

Information & Contributors

Information

Published In

cover image IEEE/ACM Transactions on Networking
IEEE/ACM Transactions on Networking  Volume 17, Issue 5
October 2009
339 pages

Publisher

IEEE Press

Publication History

Published: 01 October 2009
Revised: 17 December 2007
Received: 26 March 2007
Published in TON Volume 17, Issue 5

Author Tags

  1. ad hoc network
  2. hierarchical wireless network
  3. hybrid network
  4. mesh network
  5. multihop routing
  6. performance analysis
  7. scalability
  8. sensor network
  9. simulation models

Qualifiers

  • Article

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)2
  • Downloads (Last 6 weeks)0
Reflects downloads up to 02 Mar 2025

Other Metrics

Citations

Cited By

View all
  • (2018)A simple analytical throughput---delay model for clustered FiWi networksPhotonic Network Communications10.1007/s11107-014-0471-129:1(78-95)Online publication date: 17-Dec-2018
  • (2014)A new dynamic hierarchical reputation evaluation scheme for hybrid wireless mesh networksComputers and Electrical Engineering10.1016/j.compeleceng.2013.05.00540:2(663-672)Online publication date: 1-Feb-2014
  • (2012)Reliable link lifetime-based cluster-head election in wireless ad hoc networksProceedings of the thirteenth ACM international symposium on Mobile Ad Hoc Networking and Computing10.1145/2248371.2248410(251-252)Online publication date: 11-Jun-2012

View Options

Login options

Full Access

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Figures

Tables

Media

Share

Share

Share this Publication link

Share on social media