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By K. Al Agha, I. Guerin Lassous, G. Pujolle

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Extra info for Challenges in Ad Hoc Networking: Fourth Annual Mediterranean Ad Hoc Networking Workshop, June 21-24, 2005, Ile de Porquerolles, France (IFIP International Federation for Information Processing)

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Klei~ockand Tobagi, 19751 Kleinrock, L. and Tobagi, F. (1975). Packet switching in radio channels: Part i - carrier sense multiple-access modes and their throughput-delay characteristics. IEEE Transactions on Communications, 23(12): 1400-1416. [Ng and Liew, 20041 Ng, P. and Liew, S. (2004). 1 1 multihop ad-hoc networks. In Proc. IEEE lntemational Conference on Mobile Ad hoc and Sensor Systems (MASS 2004), Fort Lauderdale, Florida, USA. A LINK LAYER PROTOCOL FOR SELFORGANIZING ULTRA WIDE BAND IMPULSE RADIO NETWORKS Nan Shi, Liang Xia and Ignas G.

40, No. 8, pp. 102-1 14, (2002). W. P. Chandrakasan and H. Balakrishnan; Energy-efficient communication protocol for wireless microsensor networks; Sensor 2002,2, pp. 258 -269. (2002) W. P. Chandrakasan and H. Balakrishnan, An application-specific protocol architecture for wireless microsensor networks; IEEE Transactions on Wireless Communications, Vol. I, No. 4, pp. 660-670. (2002) E . 4 . Jung and N. H. Vaidya, A power control MAC protocol for ad-hoc networks; ACM MOBICOM. (2002) V. Kawadia and P.

Self-organizing Maps (SOM) implement a particular form of competitive artificial neural networks; when an observation is recognized, activation of an output cell - competition layer leads to inhibit activation of other neurons and reinforce itself. It is said that it follows the so called "Winner Takes All" rule. Actually, neurons are specialized in the recognition of one kind of observations. The learning is unsupervised because neither the classes nor their number is fixed a priori. A SOM consists in a two dimensional layer of neurons (Fig.

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