School of Information Science and Engineering, Central South University, Changsha 410083, China.
Sensors (Basel). 2017 Apr 19;17(4):900. doi: 10.3390/s17040900.
High transmission reliability, energy efficiency, and long lifetime are pivotal issues for wireless body area networks (WBANs. However, these performance metrics are not independent of each other, making it hard to obtain overall improvements through optimizing one single aspect. Therefore, a Cross Layer Design Optimal (CLDO) scheme is proposed to simultaneously optimize transmission reliability, energy efficiency, and lifetime of WBANs from several layers. Firstly, due to the fact that the transmission power of nodes directly influences the reliability of links, the optimized transmission power of different nodes is deduced, which is able to maximize energy efficiency in theory under the premise that requirements on delay and jitter are fulfilled. Secondly, a relay decision algorithm is proposed to choose optimized relay nodes. Using this algorithm, nodes will choose relay nodes that ensure a balance of network energy consumption, provided that all nodes transmit with optimized transmission power and the same packet size. Thirdly, the energy consumption of nodes is still unbalanced even with optimized transmission power because of their different locations in the topology of the network. In addition, packet size also has an impact on final performance metrics. Therefore, a synthesized cross layer method for optimization is proposed. With this method, the transmission power of nodes with more residual energy will be enhanced while suitable packet size is determined for different links in the network, leading to further improvements in the WBAN system. Both our comprehensive theoretical analysis and experimental results indicate that the performance of our proposed scheme is better than reported in previous studies. Relative to the relay selection and power control game (RSPCG) scheme, the CLDO scheme can enhance transmission reliability by more than 44.6% and prolong the lifetime by as much as 33.2%.
高传输可靠性、能量效率和长寿命是无线体域网 (WBAN) 的关键问题。然而,这些性能指标并不是相互独立的,因此很难通过优化单一方面来获得整体改进。因此,提出了一种跨层设计优化 (CLDO) 方案,从多个层面对 WBAN 的传输可靠性、能量效率和寿命进行优化。首先,由于节点的传输功率直接影响链路的可靠性,因此推导出了不同节点的优化传输功率,在满足延迟和抖动要求的前提下,理论上能够最大程度地提高能量效率。其次,提出了一种中继决策算法来选择优化的中继节点。使用该算法,节点将选择能够平衡网络能耗的优化中继节点,前提是所有节点都以优化的传输功率和相同的数据包大小进行传输。第三,即使采用优化的传输功率,由于节点在网络拓扑中的位置不同,节点的能量消耗仍然不平衡。此外,数据包大小也会对最终的性能指标产生影响。因此,提出了一种综合的跨层优化方法。通过这种方法,具有更多剩余能量的节点的传输功率将得到增强,同时为网络中的不同链路确定合适的数据包大小,从而进一步提高 WBAN 系统的性能。我们的综合理论分析和实验结果表明,所提出方案的性能优于以往研究中的报告。与中继选择和功率控制博弈 (RSPCG) 方案相比,CLDO 方案可以将传输可靠性提高 44.6%以上,并将寿命延长 33.2%以上。