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Wireless Ad Hoc and Sensor Networks

Wireless Ad Hoc and Sensor Networks

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8Optimized Energy <strong>and</strong> Delay-Based Routingin <strong>Wireless</strong> <strong>Ad</strong> hoc <strong>and</strong> <strong>Sensor</strong> <strong>Networks</strong>In the last chapter, the development <strong>and</strong> implementation of the distributed<strong>and</strong> fair scheduling scheme for wireless ad hoc <strong>and</strong> sensor networks tomeet certain quality of service (QoS) performance requirements waspresented. Implementation aspects were also covered. In this chapter, anoptimized energy-delay routing (OEDR) protocol for ad hoc wireless networksfrom Regatte <strong>and</strong> Jagannathan (2005) is presented first, where theproduct of the transmission energy <strong>and</strong> end-to-end (E2E) delay-link costsbetween any two nodes is utilized to determine a least-cost routing path.The OEDR uses the concept of multipoint relays (MPRs) (Qayyum et al.2002) similar to the optimized link state routing (OLSR) protocol (Jacquetet al. 2001, Clausen <strong>and</strong> Jacquet 2003). However, in OEDR, the HELLOcontrol messages are used to determine the transmission energy <strong>and</strong> delayvalues between a given node <strong>and</strong> its neighbors, in addition to performingneighbor sensing. The energy-delay product of these values is consideredas the link cost, <strong>and</strong> this information is relayed by the MPR nodes to othernodes in the network, using topology control (TC) messages.The OEDR minimizes the energy-delay product which, in turn, minimizesthe transmission energy <strong>and</strong> delay between any two nodes on theroute, thus guaranteeing optimal cost, in contrast with OLSR (Clausen<strong>and</strong> Jacquet 2003). The remaining energy available at the nodes is usedto select the MPR nodes <strong>and</strong> to compute the optimal routes using theminimum-cost spanning tree algorithm. Analytical results are presentedto demonstrate the performance of the proposed OEDR protocol in MPRselection <strong>and</strong> optimal route computation. Network simulator (NS-2) (Fall<strong>and</strong> Varadhan 2002) results demonstrate that the OEDR protocol leads toa minimum delay, better throughput/delay, <strong>and</strong> a smaller energy-delayproduct over OLSR <strong>and</strong> AODV protocols.Subsequently, an optimized energy-delay subnetwork routing (OEDSR)protocol for wireless sensor networks (WSN) is presented from Ratnarajet al. (2006) based on the OEDR protocol. This on-dem<strong>and</strong> routing protocolminimizes a different link cost factor, which is defined using available357

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