Framework for Cross Layer Energy Optimization in Wireless Sensor Networks

Abstract

Cross-layer routing technique interacts among the various layers of the OSI model and exchanges information among them. It enhances the usage of network resources and achieves significant performance improvements in Quality of Service (QoS) parameters. The Low Energy Adaptive Clustering Hierarchy Protocol (LEACH) routing algorithm consumes higher energy due to communication overhead and thus, a hierarchical model-based routing protocol named Cross-Layer Energy Efficient Scalable-Low Energy Adaptive Clustering Hierarchy Protocol (CLEES-LEACH) is proposed. This increases scalability using the Carrier Sense Multiple Access/Collision Avoidance (CSMA/CA) protocol between the intermediary node and cluster head, with the overhead of latency. A Linear Programming model is used, which further makes use of scheduling to overcome latency. Energy efficiency and latency are addressed with the proposed cross-layer routing algorithm CLEES-LEACH. The cross-layer design establishes Physical, Media Access Control (MAC), and Network layer interactions in the proposed algorithm. The present LEACH algorithm also increases the network overhead as there is no mechanism for communication among the network layer and consumes high energy. In the proposed algorithm CLEES-LEACH, latency is reduced to 25% and throughput is maximized to 20% compared to existing Energy-Efficient Distributed Schedule Based protocol (EEDS) and Integer Linear Programming (ILP) protocols. The energy consumption is also reduced to 20 % and the scalability is increased to 10 % compared to the existing LEACH and CL-LEACH protocols. These results are shown by using NS3 simulation.

A roadmap to developing energy-efficient MAC protocol in wireless sensor networks: a case of ADP-MAC development and implementation

“…A Markov model for investigating the 802.15.4 parameters has been proposed in [40]; this model is clearly only valid for theoretical performance evaluation of the protocols, rather than focusing on testbed or simulation environments. A framework for energy optimization using cross-layer scheme has been presented in [41]. Also, a guideline for selecting simulation tools for WSN has been provided in [42], but this study lacks the roadmap for protocol design.…”

Quality of Service-Based Cross-Layer Protocol for Wireless Sensor Networks

“…The EC is not significantly reduced in this protocol. The modified LEACH and CSMA/CA protocols that were proposed by Amutha et al as the basis for CLD [20]. This protocol reduced the EC, but the PDR was not improved.…”