A wave propagation-based adaptive probabilistic broadcast containment strategy for reactive MANET routing protocols

Abstract The efficiency of broadcast propagation schemes can significantly condition the performance and effectiveness of mobile ad-hoc networks. Probabilistic forwarding strategies are considered between the most promising optimization approaches due to their inherent simplicity that makes them easy to implement on any platform, very fast and computationally inexpensive. In this work, we present a novel adaptive probabilistic approach for containing broadcast propagation in reactive network discovery based on modeling the broadcast propagation behavior as harmonic spherical waves generated by a single source, and hence determining the forwarding probability by considering how the intensity of a wave attenuates with its distance from the source. We used discrete event simulation to demonstrate how the proposed strategy can introduce appreciable benefits on the overall performance of modern broadcast-based reactive routing protocols, resulting in a real breakthrough in ad-hoc environments characterized by an high degree of mobility.

[1]  Ida Pu,et al.  Energy Efficient Expanding Ring Search , 2007, First Asia International Conference on Modelling & Simulation (AMS'07).

[2]  Charles E. Perkins,et al.  Ad-hoc on-demand distance vector routing , 1999, Proceedings WMCSA'99. Second IEEE Workshop on Mobile Computing Systems and Applications.

[3]  Sumit Kumar,et al.  Intelligent probabilistic broadcasting in mobile ad hoc network: a PSO approach , 2016, Journal of Reliable Intelligent Environments.

[4]  Yuji Shen,et al.  Enhanced Blocking Expanding Ring Search in Mobile Ad Hoc Networks , 2009, 2009 3rd International Conference on New Technologies, Mobility and Security.

[5]  Francesco Palmieri,et al.  Scalable service discovery in ubiquitous and pervasive computing architectures: A percolation-driven approach , 2013, Future Gener. Comput. Syst..

[6]  Tracy Camp,et al.  Comparison of broadcasting techniques for mobile ad hoc networks , 2002, MobiHoc '02.

[7]  Aminu Mohammed,et al.  An Efficient Counter-Based Broadcast Scheme for Mobile Ad Hoc Networks , 2007, EPEW.

[8]  David A. Maltz,et al.  Dynamic Source Routing in Ad Hoc Wireless Networks , 1994, Mobidata.

[9]  Qi Zhang,et al.  Probabilistic broadcasting based on coverage area and neighbor confirmation in mobile ad hoc networks , 2004, IEEE Global Telecommunications Conference Workshops, 2004. GlobeCom Workshops 2004..

[10]  Karthikeyan Natesapillai,et al.  Optimum Density Based Model for Probabilistic Flooding Protocol in Mobile Ad Hoc Network , 2010 .

[11]  Lawrence E. Kinsler,et al.  Fundamentals of acoustics , 1950 .

[12]  Francesco Palmieri,et al.  Bayesian resource discovery in infrastructure-less networks , 2017, Inf. Sci..

[13]  Francesco Palmieri,et al.  Condensation-based routing in mobile ad-hoc networks , 2012, Mob. Inf. Syst..

[14]  Sajal K. Das,et al.  Analysis of randomized congestion control in DSDV routing , 2000, Proceedings 8th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (Cat. No.PR00728).

[15]  Azzedine Boukerche Performance Evaluation of Two Congestion Control Mechanisms with On-Demand Distance Vector (AODV) Routing Protocol for Mobile and Wireless Networks , 2003, Euro-Par.

[16]  Sumit Kumar,et al.  Efficient Fuzzy Logic Based Probabilistic Broadcasting for Mobile Ad hoc Network , 2016, Int. J. Comput. Intell. Syst..

[17]  Dharma P. Agrawal,et al.  Dynamic probabilistic broadcasting in MANETs , 2005, J. Parallel Distributed Comput..

[18]  Charles E. Perkins,et al.  Ad hoc On-Demand Distance Vector (AODV) Routing , 2001, RFC.

[19]  Ida Pu,et al.  Blocking Expanding Ring Search Algorithm for Efficient Energy Consumption in Mobile Ad Hoc Networks , 2006 .

[20]  Yu-Chee Tseng,et al.  The Broadcast Storm Problem in a Mobile Ad Hoc Network , 1999, Wirel. Networks.

[21]  J. Cartigny,et al.  Border Node Retransmission Based Probabilistic Broadcast Protocols in Ad-Hoc Networks , 2003 .

[22]  André Schiper,et al.  Probabilistic broadcast for flooding in wireless mobile ad hoc networks , 2003, 2003 IEEE Wireless Communications and Networking, 2003. WCNC 2003..