Investigating the Effect of Noise-Level on Probabilistic Broadcast in Noisy MANETs

Wireless communication channels in mobile ad hoc network (MANETs) suffer from high packet-loss due to presence of noise. This paper presents a detail description of a simulation model that can be used to evaluate the performance of probabilistic broadcast for flooding in noisy environment. In this model, the noise-level is represented by a generic name, probability of reception (p c) (0 � pc �1), where p c=1 for noiseless and p c<1 for noisy. The effect of noise is determined randomly by generating a random number ξ (0�ξ<1); if ξ�pc means the packet is successfully delivered to the receiving node, otherwise, unsuccessful delivery occurs. The proposed model is implemented on a MANET simulator, namely, MANSim. In order to investigate the effect of noise on the performance of probabilistic broadcast in noisy MANETs, four scenarios were simulated. The main conclusions of these scenarios are: The performance of probabilistic broadcast decreases with decreasing p c. The percentage relative change in performance decreases with increasing nodes retransmission probability, number of nodes, and nodes radio transmission range. The various nodes speed has insignificant effect on the performance.

[1]  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.

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

[3]  Anis Laouiti,et al.  Multipoint relaying for flooding broadcast messages in mobile wireless networks , 2002, Proceedings of the 35th Annual Hawaii International Conference on System Sciences.

[4]  Akmal Javaid,et al.  coverage-based dynamically adjusted probabilistic forwarding for wireless mobile ad hoc networks , 2008, HeterSanet '08.

[5]  Wei Peng,et al.  On the reduction of broadcast redundancy in mobile ad hoc networks , 2000, 2000 First Annual Workshop on Mobile and Ad Hoc Networking and Computing. MobiHOC (Cat. No.00EX444).

[6]  Hussein Al-Bahadili On the Use of Discrete-Event Simulation in Computer Networks Analysis and Design , 2010 .

[7]  M. O. Khaoua,et al.  Applications of Probabilistic Flooding in MANETs , 2007 .

[8]  Joseph Y. Halpern,et al.  Gossip-based ad hoc routing , 2002, IEEE/ACM Transactions on Networking.

[9]  Irfan-Ullah Awan,et al.  Performance evaluation of dynamic probabilistic broadcasting for flooding in mobile ad hoc networks , 2009, Simul. Model. Pract. Theory.

[10]  Katia Obraczka,et al.  Modeling the performance of flooding in wireless multi-hop Ad hoc networks , 2006, Comput. Commun..

[11]  Nitin H. Vaidya,et al.  Location-aided routing (LAR) in mobile ad hoc networks , 1998, MobiCom '98.

[12]  Muneer O. Bani Yassein,et al.  Performance Analysis of Adjusted Probabilistic Broadcasting in Mobile Ad Hoc Networks , 2006, Int. J. Wirel. Inf. Networks.

[13]  Madhav V. Marathe,et al.  Parametric Probabilistic Routing in Sensor Networks , 2005, Mob. Networks Appl..

[14]  Yu-Chee Tseng,et al.  Adaptive approaches to relieving broadcast storms in a wireless multihop mobile ad hoc network , 2001, Proceedings 21st International Conference on Distributed Computing Systems.

[15]  Lewis M. Mackenzie,et al.  Improving Probabilistic Route Discovery in Mobile Ad Hoc Networks , 2007, 32nd IEEE Conference on Local Computer Networks (LCN 2007).

[16]  Alec Yasinsac,et al.  Dynamic Probabilistic Retransmission in Ad Hoc Networks , 2004, International Conference on Wireless Networks.

[17]  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..

[18]  Yu-Chee Tseng,et al.  Adaptive Approaches to Relieving Broadcast Storms in a Wireless Multihop Mobile Ad Hoc Network , 2003, IEEE Trans. Computers.

[19]  Elizabeth M. Belding-Royer,et al.  A review of current routing protocols for ad hoc mobile wireless networks , 1999, IEEE Wirel. Commun..

[20]  P. Gburzynski,et al.  Controlled flooding in wireless ad-hoc networks , 2004, International Workshop on Wireless Ad-Hoc Networks, 2004..

[21]  Hussein Al-Bahadili,et al.  Performance Evaluation of an OMPR Algorithm for Route Discovery in Noisy MANETs , 2010, ArXiv.

[22]  M. O. Khaoua,et al.  On the effect of Mobility and Density on Probabilistic Flooding in MANETs , 2004 .

[23]  Mohamed Ould-Khaoua Applications of Probabilistic Flooding in MANETs , 2007 .

[24]  David B. Johnson,et al.  The Dynamic Source Routing Protocol for Mobile Ad Hoc Networks , 2003 .

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

[26]  M. O. Khaoua,et al.  Improving the Performance of Probabilistic Flooding in MANETs , 2005 .

[27]  J. Broach,et al.  The dynamic source routing protocol for mobile ad-hoc networks , 1998 .