An Adaptive Backoff Algorithm for Mobile Ad-Hoc Networks

An Adaptive Backoff Algorithm for Mobile Ad-Hoc Networks

Yaser Khamayseh (Jordan University of Science and Technology, Jordan), Muneer Bani Yassein (Jordan University of Science and Technology, Jordan), Iman I. Badran (Jordan University of Science and Technology, Jordan) and Wail Mardini (Jordan University of Science and Technology, Jordan)
DOI: 10.4018/jmcmc.2011070101
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Abstract

Collision is a common problem in Mobile Ad Hoc Networks (MANETs). There are several backoff algorithms that have been proposed to avoid this problem. This paper proposes a new backoff algorithm called the Square Root Backoff (SRB). Moreover, it identifies that no algorithm can perform the best in all cases. Therefore, an adaptive strategy is proposed to choose the best backoff mechanism from a set of mechanisms based on network density and mobility parameters. The proposed adaptive algorithm is implemented in two phases, the offline phase and the online phase. Such design aims at reducing the time complexity of the algorithm by performing some of the computations prior to the actual deployment and of the network. Results from simulations demonstrate that the SRB algorithm achieved better performance than BEB and LB. Moreover, the adaptive backoff algorithm obtains the best throughput and end-to-end delay performance over the other backoff algorithms.
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Introduction

In the last few decades, studies in networking were concentrated on wireless networks. This is due to the success of wireless networks in many life applications. Wireless Networks can be used by devices such as cell phones, laptops, PDAs. Many features discriminate wireless networks over wired networks. Wireless network is less expensive because it eliminates the need to connect nodes by cables which also can help make connecting to the internet much more convenient, and it provides the ability of anytime, anywhere, and unlimited access to the Internet. Two main types of wireless networks have been introduced, infrastructure based and infrastructure-less (ad hoc) wireless networks (Kurose & Ross, 2007). Infrastructure based wireless network has a base station that is connected to a larger wired network such as the Internet. While in infrastructure-less wireless network there is no base station. An example of such infrastructure-less wireless network is Mobile Ad Hoc Network (MANET). MANETs consist of a set of nodes that communicate with each other wirelessly and without the existence of infrastructure, which means that there is not a base station to control the communication between the mobile hosts, so each node will act as both a host and a router (Kurose & Ross, 2007). These networks have many distinguishing features such as self healing, self organizing, multi-hop routing, neighborhood awareness, scarce resources specially bandwidth and batteries, and changing network topology due to the mobility of the nodes in the network (Sun, 2001).

Without the existence of base stations, routers, or any infrastructure, nodes use peer-to-peer communication to interact with each other. Nodes' communication will be direct if the nodes that need to communicate are within the coverage area of each other. But, if they are not within the coverage area of each other then they must communicate via a multi hop route with the cooperation of other nodes in the network (Yi, Gerla, & Kwon, 2002). To find such multi-hop paths between nodes, there must be a method that allows nodes to collect information. This method is known in MANETs as flooding, in which each node receives the message will retransmit it to all its neighbors (Bani Yassein, Ould Khaoua, Mackenzie, & Papanastasiou, 2005, 2006; Bani Yassein & Ould Khaoua, 2007; Sasson, Cavin, & Schiper, 2003). The need to flooding comes from the changing topology of the network in MANETs where the nodes move and may change their location frequently. Many operations in MANETs depend on flooding such as routing protocols, multicast schemes, or service discovery programs. But there is a drawback of using flooding that is redundant transmissions may generate great overhead on the network and cause frequent contentions and collisions which leads to what is called the broadcast storm problem (Tseng, Ni, Chen, & Sheu, 2002).

Wireless links suffer from serious problems such as the shared bandwidth, signal weakening, noise, and interference. With shared medium where we have multiple sending and receiving nodes all connected to the same single shared channel, it is essential to have an efficient and effective Medium Access Control (MAC) mechanism, which is a set of rules or procedures by which a frame is transmitted onto the link, to allow the efficient use of a shared medium, to manage the scarce bandwidth resources among active users, and as a result to avoid collisions (Manaseer, Ould-Khaoua, & Mackenzie, 2006). According to the seven layer Open System Interconnection (OSI) model, IEEE 802.11 MAC represents a sub-layer of the Data Link Control (DLC) layer in that model (Bani Yassein, Manaseer, & Al-Turani, 2009). MAC protocols are essential to control channel access especially multiple-access to the shared medium by multiple nodes at the same time. Another function of MAC protocols is to provide MAC addressing. A mechanism called Carrier Sense Multiple Access with collision Avoidance (CSMA/CA) is used for controlling the channel access in IEEE 802.11 (Bani Yassein, Manaseer, & Al-Turani, 2009).

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