School of Computing, Universiti Teknologi Malaysia (UTM), Skudai 81310, Johor, Malaysia.
Division of Science and Technology, University of Education, Lahore 54000, Pakistan.
Sensors (Basel). 2019 Jan 26;19(3):510. doi: 10.3390/s19030510.
The key concerns to enhance the lifetime of IoT-enabled Underwater Wireless Sensor Networks (IoT-UWSNs) are energy-efficiency and reliable data delivery under constrained resource. Traditional transmission approaches increase the communication overhead, which results in congestion and affect the reliable data delivery. Currently, many routing protocols have been proposed for UWSNs to ensure reliable data delivery and to conserve the node's battery with minimum communication overhead (by avoiding void holes in the network). In this paper, adaptive energy-efficient routing protocols are proposed to tackle the aforementioned problems using the Shortest Path First (SPF) with least number of active nodes strategy. These novel protocols have been developed by integrating the prominent features of Forward Layered Multi-path Power Control One (FLMPC-One) routing protocol, which uses 2-hop neighbor information, Forward Layered Multi-path Power Control Two (FLMPC-Two) routing protocol, which uses 3-hop neighbor information and 'Dijkstra' algorithm (for shortest path selection). Different Packet Sizes (PSs) with different Data Rates (DRs) are also taken into consideration to check the dynamicity of the proposed protocols. The achieved outcomes clearly validate the proposed protocols, namely: Shortest Path First using 3-hop neighbors information (SPF-Three) and Breadth First Search with Shortest Path First using 3-hop neighbors information (BFS-SPF-Three). Simulation results show the effectiveness of the proposed protocols in terms of minimum Energy Consumption (EC) and Required Packet Error Rate (RPER) with a minimum number of active nodes at the cost of affordable delay.
提高物联网支持的水下无线传感器网络 (IoT-UWSN) 寿命的关键关注点是在资源受限的情况下实现节能和可靠的数据传输。传统的传输方法会增加通信开销,从而导致拥塞并影响可靠的数据传输。目前,已经提出了许多路由协议来确保 UWSN 的可靠数据传输,并通过最小化通信开销来节省节点的电池(避免网络中的空洞)。在本文中,提出了自适应节能路由协议,以使用最短路径优先 (SPF) 策略和最少数量的活动节点来解决上述问题。这些新协议是通过集成 Forward Layered Multi-path Power Control One (FLMPC-One) 路由协议的突出特性来开发的,该协议使用 2 跳邻居信息,Forward Layered Multi-path Power Control Two (FLMPC-Two) 路由协议使用 3 跳邻居信息和 'Dijkstra' 算法(用于最短路径选择)。还考虑了不同的数据包大小 (PS) 和不同的数据速率 (DR),以检查所提出协议的动态性。所获得的结果清楚地验证了所提出的协议,即:使用 3 跳邻居信息的最短路径优先 (SPF-Three) 和使用 3 跳邻居信息的广度优先搜索与最短路径优先 (BFS-SPF-Three)。仿真结果表明,所提出的协议在最小能量消耗 (EC) 和所需分组错误率 (RPER) 方面具有有效性,同时以可承受的延迟为代价,使用最少数量的活动节点。