Title :
FPGA implementation of ANN for reactive routing protocols in MANET
Author :
Shah, Shridhar K. ; Vishwakarma, D.D.
Author_Institution :
Dept. of Electr. Eng., M.S.Univ. of Baroda, Vadodara, India
Abstract :
This paper presents Artificial Neural Network (ANN) based Ad-hoc On-demand Distance Vector (AODV) routing protocol for Mobile Ad-Hoc Networks (MANETs). Limited bandwidth and transmission characteristic impose administrative and control information to update the dynamic change in the MANET topology. Information update at some fixed time interval can cause unnecessary traffic in the wireless network so to make adaptive time interval of these messages is a technique to improve the performance of the network. The various soft computing techniques are available to control the adaptiveness of the system. In this paper ANN based AODV reactive routing protocol is proposed to determine the frequency of Hello messages of AODV reactive routing protocol to improve the performance of the MANET. This paper describes the design and modeling of an ANN using Verilog Hardware Descriptive Language (VHDL) implementation of hardware of ANN using FPGA.
Keywords :
field programmable gate arrays; mobile ad hoc networks; neural nets; routing protocols; telecommunication computing; telecommunication network topology; ANN-based AODV reactive routing protocol; FPGA implementation; Hello messages; MANET topology; VHDL implementation; Verilog hardware descriptive language implementation; ad hoc ondemand distance vector routing protocol; adaptive time interval; artificial neural network; information update; mobile ad hoc networks; soft computing technique; transmission characteristic; wireless network; Artificial neural networks; Biological neural networks; Field programmable gate arrays; MATLAB; Mobile ad hoc networks; Neurons; Routing protocols; ANN; AODV; FPGA; Mobile Ad-Hoc Network; Reactive Routing Protocol;
Conference_Titel :
Communication, Networks and Satellite (ComNetSat), 2012 IEEE International Conference on
Conference_Location :
Bali
Print_ISBN :
978-1-4673-0888-5
DOI :
10.1109/ComNetSat.2012.6380767