Abstract
In this paper we propose a Generic Analytical DesiGn EnvironmenT (GADGET) Toolbox for designing the most suitable MAC protocol for an arbitrary wireless sensor network (WSN) application. Furthermore, a model to weight the metrics in the design and a new single compound metric are proposed. Comparing performance curves produced by a number of metrics make it difficult to evaluate how well a given protocol suits for the purposes of an application. It may also be difficult to estimate, which of the protocols at hand would perform the best with respect to that application. Matching the application with the most appropriate protocols is critical for efficient WSN operation because the sensor nodes are resource constrained by nature. The analytic hierarchy process and a pair-wise weighted comparison of the protocols enable to emphasise application performance requirements and to produce a single performance curve either by combination of competing protocols (fractional) or per protocol (absolute). The former provides suitability of one protocol over others with respect to an application whereas the latter provides also insight on the absolute performance of the protocol.
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References
Wang, Z., Crowcroft, J.: Quality-of-service routing for supporting multimedia applications. IEEE Journal on Selected Areas in Communications 14(7), 1228–1234 (1996)
Waharte, S., Ishibashi, B., Boutaba, R., Meddour, D.: Performance study of wireless mesh networks routing metrics. In: IEEE/ACS International Conference on Computer Systems and Applications (AICCSA), pp. 1100–1106 (2008)
Wei, H., Ganguly, S., Izmailov, R., Haas, Z.: Interference-aware ieee 802.16 wimax mesh networks. In: IEEE 61st Vehicular Technology Conference, VTC 2005-Spring, vol. 5, pp. 3102–3106 (2005)
De Couto, D., Aguayo, D., Bicket, J., Morris, R.: A high-throughput path metric for multi-hop wireless routing. Wireless Networks 11(4), 419–434 (2005)
Koksal, C., Balakrishnan, H.: Quality-aware routing metrics for time-varying wireless mesh networks. IEEE Journal on Selected Areas in Communications 24(11) (November 2006)
Draves, R., Padhye, J., Zill, B.: Routing in multi-radio, multi-hop wireless mesh networks. In: 10th annual international conference on Mobile computing and networking, pp. 114–128 (2004)
Jang, Y., Wang, J., Kravets, R.: Designing routing metrics for mesh networks. In: 1st IEEE workshop on wireless mesh networks, WiMesh (2005)
Costa, L., Frida, S., Duarte, O.: Developing scalable protocols for three-metric qos routing. Journal of Computer Networks 39, 713–727 (2002)
Khadivi, P., Samavi, S., Todd, T., Saidi, H.: Multi-constraint qos routing using a new single mixed metric. In: IEEE International Conference on Communications, June 2004, vol. 4, pp. 2042–2046 (2004)
Mazlack, L., Coppock, S.: Granulating data on non-scalar attribute values. In: IEEE international conference on Fuzzy Systems (FUZZ-IEEE 2002), May 2002, vol. 2, pp. 944–949 (2002)
Saaty, T.: The Analytic Hierarchy Process. McGraw-Hill, New York (1980)
Douligeris, C., Pereira, I.: A telecommunications quality study using the analytic hierarchy process. IEEE Journal on Selected Areas in Communications 12(2) (February 1994)
Alkahtani, A., Woodward, M., Al-Begain, K.: The analytic hierarchy process applied to best effort qos routing with multiple metrics. In: 5th European IEE Personal Mobile Communications Conference, April 2003, pp. 539–544 (2003)
Finan, J., Hurley, W.: Transitive calibration of the ahp verbal scale. European Journal of Operational Research, Theory and Methodology (112), 367–372 (1999)
Dong, Y., Xu, Y., Li, H., Dai, M.: A comparative study of the numerical scales and the prioritization methods in ahp. European Journal of Operational Research, Decision Support (128), 229–242 (2008)
Haapola, J., Shelby, Z., Pomalaza-Ráez, C., Mähönen, P.: Cross-layer Energy Analysis of Multi-hop Wireless Sensor Networks. In: Proc. of the 2nd European Workshop on Wireless Sensor Networks, pp. 33–44 (2005)
Haapola, J., Shelby, Z., Pomalaza-Ráez, C., Mähönen, P.: Multihop Medium Access Control for WSNs: An Energy Analysis Model. EURASIP Journal on Wireless Communications and Networking, Special Issue on Wireles Sensor Networks 2005, 523–540 (2005)
SENSEI: D1.1: Sensei scenario portfolio, user and context requirementssensei scenario portfolio, user and context requirements. Technical report, FP7 Contract: 215923 (2008)
Haapola, J., Goratti, L., Suliman, I., Rabbachin, A.: Preamble Sense Multiple Access (PSMA) for Impulse Radio UltraWideband Sensor Networks. In: Vassiliadis, S., Wong, S., Hämäläinen, T.D. (eds.) SAMOS 2006. LNCS, vol. 4017, pp. 155–166. Springer, Heidelberg (2006)
Haapola, J., Rabbachin, A., Goratti, L., Pomalaza-Ráez, C.: Effect of impulse radio-ultra wideband based on energy collection on mac protocol performance. IEEE Transactions on Vehicular Technology 58(9) (to appear, 2009)
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Haapola, J., Martelli, F., Pomalaza-Ráez, C. (2009). Application-Driven Analytic Toolbox for WSNs. In: Ruiz, P.M., Garcia-Luna-Aceves, J.J. (eds) Ad-Hoc, Mobile and Wireless Networks. ADHOC-NOW 2009. Lecture Notes in Computer Science, vol 5793. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-04383-3_9
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DOI: https://doi.org/10.1007/978-3-642-04383-3_9
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