Pricing Pitch to Optimize QoS in MANETs and Statistical Verification for its Hypothetical Measurements

In this paper we have given pricing pitch for resource reservation about prioritized traffic in MANETs .This scheme is for use of MANETs in commercial production, emergencies, mission critical and broadcasting scenarios where real time transmission require guaranteed QoS. Some hypothetical measurements are performed on some experimental data and then for validation of that scheme, we use Multi Layer Perception Automated Neural Network Model (MLPANN) by using only one input, one hidden neuron and one out put neuron. The model was tested on different training Algorithms with different BFGs. Very excellent results are found with minimum ration of errors approximately equals to zero. This is entirely new approach to use ANN in MANETs for designing a pricing pitch

[1]  M. Sulleman Memon,et al.  Middleware design of bandwidth constrained QoS model for multi hop ad hoc networks , 2008 .

[2]  Ozan K. Tonguz,et al.  Ad Hoc Wireless Networks , 2005 .

[3]  Hideo Miyahara,et al.  Design and Deployment of QoS Enabled Network for Contents Businesses , 1999 .

[4]  Simin Nadjm-Tehrani,et al.  Price/utility-based optimized resource allocation in wireless ad hoc networks , 2005, 2005 Second Annual IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks, 2005. IEEE SECON 2005..

[5]  M. Hashmani,et al.  Premeditated Policies to Resource Reservation for Prioritized Traffic in Multi Hop Ad Hoc Networks , 2008, 2008 6th National Conference on Telecommunication Technologies and 2008 2nd Malaysia Conference on Photonics.

[6]  Klara Nahrstedt,et al.  Optimal resource allocation in wireless ad hoc networks: a price-based approach , 2006 .

[7]  Manzoor Hashmani,et al.  A New Algorithm to Resource Reservation for Prioritized Traffic in MANETs , 2009, 2009 International Conference on Future Networks.

[8]  M. Sulleman Memon,et al.  Bandwidth reservation based QoS model for multi hop ad hoc networks , 2007 .

[9]  Klara Nahrstedt,et al.  Price-based resource allocation in wireless ad hoc networks , 2003, IWQoS'03.

[10]  Narayan B. Mandayam,et al.  Pricing for enabling forwarding in self-configuring ad hoc networks , 2005 .

[11]  S. Radha,et al.  Dynamic Pricing Approach for Cooperation Stimulation and QoS in Mobile Ad Hoc Networks , 2008, 2008 11th IEEE International Conference on Computational Science and Engineering.

[12]  Peter Marbach,et al.  Bandwidth allocation in ad hoc networks: a price-based approach , 2003, IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428).

[13]  K. J. Ray Liu,et al.  An optimal dynamic pricing framework for autonomous mobile ad hoc networks , 2006, Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications.