Abstract
This paper addresses a context-awareness handoff planning mechanism in heterogeneous wireless networks for seamless ubiquitous access. The proliferation of digital devices with communication capability heralds the era of ubiquitous computing, as predicted by Mark Weiser. Mobile devices with multi-mode interfaces can access heterogeneous wireless networks, such as wireless local area network (WLAN), worldwide interoperability for microwave access (WiMAX) network and third generation (3G) network. In heterogeneous wireless networks, different network provides different network capability, transmission range, data rate, access cost, security policy and quality of service. Therefore, a ubiquitous access aims to provide users intelligent human-centric context-aware handoff mechanism in heterogeneous wireless networks at anytime anywhere is gradually become an important issue. Optimal handoff planning in heterogeneous wireless networks considers the needs of users, accessing service and the surrounding context. However, most of existing handoff mechanisms only considered few contexts that lead to not able to select the most suitable network for individual user. In this paper, we propose a human-centric context-aware solution to access most appropriate network that satisfies individual user’s requirement, fulfills seamless data transmission and reduces handoff delay. We develop two integrated approaches for context-awareness handoff planning mechanisms, namely MADM approach and GA approach. The MADM approach contains initial process and decision process. Initial process weights context by Analytic Hierarchy Process (AHP) method while decision process selects the most appropriate network by Technique for Order Preference by Similarity to Ideal Solution (TOPSIS). The GA approach uses Genetic Algorithm to minimize handoff under given QoS constraints. Performance of proposed mechanisms is evaluated under different services with different QoS considerations. Our simulation results show that both mechanisms are able to derive a proper network handoff plan which guarantees QoS requirements and reduces delay, jitter, and number of handoffs.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Weiser, M.: The Computer for the Twenty-First Century. Scientific American, 94–104 (1991)
IEEE 802.11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications (2007 revision), IEEE-SA (June 2007), http://standards.ieee.org/getieee802/download/802.11-2007.pdf
IEEE Std. 802.16e-2005, IEEE Standard for Local and Metropolitan Area Networks - Part 16: Air Interface for Fixed Broadband Wireless Access Systems -Amendment 2: Physical and Medium Access Control Layers for Combined Fixed and Mobile Operation in Licensed Bands (February 2006)
Lu, J.H., Wang, C.Y., Hwang, R.H.: Open Framework for Distributed Context Management in Ubiquitous Environments. has been accepted to IJAHUC Special Issue on Ubiquitous Multimedia Computing: Systems, Networking, and Applications
Wang, C.Y., Hwang, R.H.: Context-aware Path Planning in Ubiquitous Network. In: Zhang, D., Portmann, M., Tan, A.-H., Indulska, J. (eds.) UIC 2009. LNCS, vol. 5585, pp. 54–67. Springer, Heidelberg (2009)
Kettani, D., Moulin, B.: A Spatial Model Based on the Notions of Spatial Conceptual Map and of Object’s Influence Areas. In: Freksa, C., Mark, D.M. (eds.) COSIT 1999. LNCS, vol. 1661, pp. 401–416. Springer, Heidelberg (1999)
Saaty, T.L.: How to Make a Decision: The Analytic Hierarchy Process. European Journal of Operational Research 48, 9–26 (1990)
Hwang, C.L., Yoon, K.P.: Multiple Attribute Decision Making: Methods and Applications. Springer, Heidelberg (1981)
Goldberg, D.E.: Genetic Algorithms in Search, Optimization, and Machine Learning. Addison-Wesley, Massachusetts (1989)
Zhang, N., Holtzman, J.M.: Analysis of handoff algorithms using both absolute and relative measurements. IEEE Transactions on Vehicular Technology 45(1), 174–179 (1996)
Marichamy, P., Chakrabarti, S., Maskara, S.L.: Performance evaluation of handoff detection schemes. In: IEEE Conference on Convergent Technologies for the Asia-Pacific 2003, vol. 2, pp. 643–646 (2003)
Pahlavan, K., Krishnamurthy, P., Hatami, A., Ylianttila, M., Makela, J.P., Pichna, R., Vallstron, J.: Handoff in hybrid mobile data networks. IEEE Pers. Commun. 7(2), 34–47 (2000)
Pollini, G.P.: Trends in handover design. IEEE Communication Magazine 34(3), 82–90 (1996)
Ma, D., Ma, M.: A QoS-Based Vertical Handoff Scheme for Interworking of WLAN and WiMAX. In: IEEE Global Communications Conference (GLOBECOM), pp.1–6 (December 2009)
Dhar, J., Kiran, S.R., Reddy, K.Y.: Network Selection in Heterogeneous Wireless Environment: A Ranking Algorithm. In: Third International Conference on Wireless Communication and Sensor Networks (WCSN 2007), pp. 41–44 (December 2007)
Bari, F., Victor, C.M.: Automated Network Selection in a Heterogeneous Wireless Network Environment. IEEE Network 21, 34–40 (2007)
Ahmed, T., Kyamakya, K., Ludwig, M.: A Context-Aware Vertical Handover Decision Algorithm for Multimode Mobile Terminals and Its Performance. In: IEEE/ACM Euro American Conference on Telematics and Information Systems (EATIS 2006), pp.19–28 (2006)
Song, Q., Jamalipour, A.: Network Selection in an Integrated Wireless LAN ans UMTS Environment Using Mathematical Modeling and Computing Techniques. IEEE Wireless Communications Magazine 12, 42–49 (2005)
Song, Q., Jamalipour, A.: An adaptive quality-of-service network selection mechanism for heterogeneous mobile networks. Wireless Communications and Mobile Computing 5, 697–708 (2005)
Balasubramaniam, S., Indulska, J.: Handovers between heterogeneous networks in pervasive systems. In: International Conference on Communications Technology (ICCT 2003), pp.1056–1059 (April 2003)
Wang, H., Katz, R., Giese, J.: Policy-Enabled Handoffs Across Heterogeneous Wireless Networks. In: Workshop on Mobile Computing Systems and Applications (WMCSA) pp. 51–60 (1999)
Huang, H.Y., Wang, C.Y., Hwang, R.H.: Context-awareness Handoff Planning in Ubiquitous Network. In: The 1st International Symposium on Cyber-Physical Intelligence (CPI 2009), Brisbane, Australia, pp. 7–9 (July 2009)
Wang, C.Y., Huang, H.Y., Hwang, R.H.: Mobility Management in Ubiquitous Environments. Personal and Ubiquitous Computing (April 2010) (accepted)
McNair, J., Zhu, F.: Vertical Handoffs in Fourth-generation Multinetwork Environments. IEEE Wireless Communications 11, 8–15 (2004)
Zhu, F., McNair, J.: Optimizations for vertical handoff decision algorithms. In: IEEE Wireless Communications and Networking Conference (WCNC), vol. 2, pp. 867–872 (2004)
Alkhawlani, M., Ayesh, A.: Access Network Selection Based on Fuzzy Logic and Genetic Algorithms. Advances in Artificial Intelligence, vol.2008, Article ID 793058 (2008)
Samaan, N., Karmouch, A.: A Mobility Prediction Architecture Based on Contextual Knowledge and Spatial Conceptual Maps. IEEE Transactions on Mobile Computing Utility-based Intelligent Network 4(6), 537–551 (2005)
Lei, L., Wang, H., Wu, Q.: Improved Genetic Algorithms Based Path planning of Mobile Robot Under Dynamic Unknown Environment. Mechatronics and Automation, 1728–1732 (2006)
Yeniay, Ö.: Penalty function methods for constrained optimization with genetic algorithms. Journal of Mathematical and Computation Application 10, 45–56 (2005)
Goldberg, D.E., Deb, K.: A comparative analysis of selection schemes used in genetic algorithms. In: Foundation of Genetic Algorithms, pp. 69–93 (1991)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Huang, HY., Wang, CY., Hwang, RH. (2010). Context-Awareness Handoff Planning in Heterogeneous Wireless Networks. In: Yu, Z., Liscano, R., Chen, G., Zhang, D., Zhou, X. (eds) Ubiquitous Intelligence and Computing. UIC 2010. Lecture Notes in Computer Science, vol 6406. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16355-5_34
Download citation
DOI: https://doi.org/10.1007/978-3-642-16355-5_34
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-16354-8
Online ISBN: 978-3-642-16355-5
eBook Packages: Computer ScienceComputer Science (R0)