An integrated neuro configuration management approach for hybrid mobile communication networks

Hybrid mobile communication is a mixed mode network version of wired and wireless components. Hybrid networks occur in many situations such as a military warfare theatre and extended range commercial cellular networks. This paper proposes an integrated configuration management approach for hybrid communication networks. The issues addressed and resolved by the proposed approach are: (i) an automated configuration management system using a clustering technique, self organizing map (SOM) implemented by neural networks; (ii) a novel network self-healing survivability approach to handle the network failure scenario; (iii) network performance integration in the design and reconfiguration of hybrid networks.

[1]  Ray Jain,et al.  The art of computer systems performance analysis - techniques for experimental design, measurement, simulation, and modeling , 1991, Wiley professional computing.

[2]  Mineo Takai,et al.  Parssec: A Parallel Simulation Environment for Complex Systems , 1998, Computer.

[3]  Stephen B. Wicker,et al.  Optimization of fixed network design in cellular systems using local search algorithms , 2000, Vehicular Technology Conference Fall 2000. IEEE VTS Fall VTC2000. 52nd Vehicular Technology Conference (Cat. No.00CH37152).

[4]  Youn-Hee Han,et al.  Simulation of a Mobility Prediction Scheme Based on Neuro-Fuzzy Theory in Mobile Computing , 2000, Simul..

[5]  Adarshpal S. Sethi,et al.  Battlefield location management applications of SHAMAN , 1998, IEEE Military Communications Conference. Proceedings. MILCOM 98 (Cat. No.98CH36201).

[6]  Mario Gerla,et al.  GloMoSim: A Scalable Network Simulation Environment , 2002 .

[7]  Tsong-Ho Wu,et al.  Self-configuration management system design for tactical battlefield networks , 1998, IEEE Military Communications Conference. Proceedings. MILCOM 98 (Cat. No.98CH36201).

[8]  F.T. El-Mokadem,et al.  Evaluation of network performance objectives over DISN ATM connections , 1998, IEEE Military Communications Conference. Proceedings. MILCOM 98 (Cat. No.98CH36201).

[9]  Jae H. Kim,et al.  ATM network-based integrated battlespace simulation with multiple UAV-AWACS-fighter platforms , 1998, IEEE Military Communications Conference. Proceedings. MILCOM 98 (Cat. No.98CH36201).

[10]  W. Burakowski,et al.  ATM Tactical Network - a challenge for the military networks , 1997 .

[11]  C. B. Cotner,et al.  Accelerating data for the warfighter , 1998, IEEE Military Communications Conference. Proceedings. MILCOM 98 (Cat. No.98CH36201).

[12]  Joong Soo Ma,et al.  Mobile Communications , 2003, Lecture Notes in Computer Science.

[13]  C. Butler,et al.  A new survivability measure for military communication networks , 1998, IEEE Military Communications Conference. Proceedings. MILCOM 98 (Cat. No.98CH36201).

[14]  Bruce Bennett Information dissemination management/advanced intelligent network services for Department of Defense , 1999, MILCOM 1999. IEEE Military Communications. Conference Proceedings (Cat. No.99CH36341).