DDC: Dynamic duty cycle for improving delay and energy efficiency in wireless sensor networks

被引:74
作者
Liu, Yuxin [1 ]
Liu, Anfeng [1 ,2 ]
Zhang, Ning [3 ]
Liu, Xiao [1 ]
Ma, Ming [4 ]
Hu, Yanling [1 ]
机构
[1] Cent S Univ, Sch Informat Sci & Engn, Changsha 410083, Hunan, Peoples R China
[2] Jiangsu High Technol Res Key Lab Wireless Sensor, Nanjing 210003, Jiangsu, Peoples R China
[3] Texas A&M Univ, Dept Comp Sci, Corpus Christi, TX 78412 USA
[4] SUNY Stony Brook, Dept Comp Sci, Stony Brook, NY 11794 USA
基金
中国国家自然科学基金;
关键词
Wireless sensor network; Relay selection; Delay; Dynamic duty cycle; Lifetime; MAC PROTOCOL; SCHEME; TRANSMISSION;
D O I
10.1016/j.jnca.2019.01.022
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Due to the limit of computation and storage capability of devices, traditional security techniques face many challenges in the process of data transmission. Networks need to consume more energy and larger transmission for transmitting data in insecure network status. However, it is of great importance to deliver packets to the base station (or sink node) in a timely manner to support the delay-sensitive applications. For Wireless Sensor Networks (WSNs), it is challenging to satisfy end-to-end delay requirements due to the duty cycle adopted by the nodes, which can cause considerable delay because nodes can only transmit or receive information in their active periods (i.e., resulting in sleep delay). To address this issue, a dynamic duty cycle (DDC) scheme is proposed for minimizing the delay in WSNs. Specifically, we firstly investigate how the duty cycle affects the network delay. Then, the DDC scheme is devised to prolong the active period of nodes in non-hotspots areas. With a greater duty cycle, the forwarding node set remains awake with a larger chance. Consequently, the sleep delay of a node decreases, and the transmission delay is reduced. In addition, only the remaining energy of nodes is used to improve the performance. Thus, the DDC scheme does not damage network lifetime. Through analysis and experimental results, it is demonstrated that the DDC scheme can outperform other schemes. Compared with the existing fixed duty cycle (SDC) scheme, the transmission delay in the DDC scheme is reduced by 20-50%, the lifetime is increased by more than 16.7%, and the energy efficiency is improved by 15.3%-16.3%.
引用
收藏
页码:16 / 27
页数:12
相关论文
共 48 条
[1]   e-Sampling: Event-Sensitive Autonomous Adaptive Sensing and Low-Cost Monitoring in Networked Sensing Systems [J].
Bhuiyan, Md Zakirul Alam ;
Wu, Jie ;
Wang, Guojun ;
Wang, Tian ;
Hassan, Mohammad Mehedi .
ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS, 2017, 12 (01)
[2]   Dependable Structural Health Monitoring Using Wireless Sensor Networks [J].
Bhuiyan, Md Zakirul Alam ;
Wang, Guojun ;
Wu, Jie ;
Cao, Jiannong ;
Liu, Xuefeng ;
Wang, Tian .
IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2017, 14 (04) :363-376
[3]   A comprehensive analysis on the use of schedule-based asynchronous duty cycling in wireless sensor networks [J].
Carrano, Ricardo C. ;
Passos, Diego ;
Magalhaes, Luiz C. S. ;
Albuquerque, Celio V. N. .
AD HOC NETWORKS, 2014, 16 :142-164
[4]   Survey and Taxonomy of Duty Cycling Mechanisms in Wireless Sensor Networks [J].
Carrano, Ricardo C. ;
Passos, Diego ;
Magalhaes, Luiz C. S. ;
Albuquerque, Celio V. N. .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2014, 16 (01) :181-194
[5]   Verifiable Computation over Large Database with Incremental Updates [J].
Chen, Xiaofeng ;
Li, Jin ;
Weng, Jian ;
Ma, Jianfeng ;
Lou, Wenjing .
IEEE TRANSACTIONS ON COMPUTERS, 2016, 65 (10) :3184-3195
[6]   EXPLOITING MASSIVE D2D COLLABORATION FOR ENERGY-EFFICIENT MOBILE EDGE COMPUTING [J].
Chen, Xu ;
Pu, Lingjun ;
Gao, Lin ;
Wu, Weigang ;
Wu, Di .
IEEE WIRELESS COMMUNICATIONS, 2017, 24 (04) :64-71
[7]   Distributed duty cycle control for delay improvement in wireless sensor networks [J].
Chen, Zhuangbin ;
Liu, Anfeng ;
Li, Zhetao ;
Choi, Young-june ;
Li, Jie .
PEER-TO-PEER NETWORKING AND APPLICATIONS, 2017, 10 (03) :559-578
[8]   Joint Optimization of Lifetime and Transport Delay under Reliability Constraint Wireless Sensor Networks [J].
Dong, Mianxiong ;
Ota, Kaoru ;
Liu, Anfeng ;
Guo, Minyi .
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2016, 27 (01) :225-236
[9]   RMAC: A routing-enhanced duty-cycle MAC protocol for wireless sensor networks [J].
Du, Shu ;
Saha, Amit Kumar ;
Johnson, David B. .
INFOCOM 2007, VOLS 1-5, 2007, :1478-+
[10]   Bounded end-to-end delay with Transmission Power Control techniques for rechargeable wireless sensor networks [J].
Gao, Demin ;
Wu, Guoxin ;
Liu, Yunfei ;
Zhang, Fuquan .
AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2014, 68 (05) :395-405