Title :
Low-latency energy-balanced data collection in wireless sensor networks
Author :
Xingmiao You ; Pingping Xu ; Wenxiang Zhu
Author_Institution :
Nat. Mobile Commun. Res. Lab., Southeast Univ., Nanjing, China
Abstract :
Wireless sensor networks monitor specific areas through periodical data collecting mechanism, where sensor nodes sense information and forward data to Sink via multi-hop wireless communications. Since the timeliness of collecting data is of great importance to many applications, a low-latency data collection network structure (LDCNS) which minimizes delays in a data collection process is proposed in this paper. The LDCNS organizes sensor nodes into multiple multi-layered clusters. The size and structure of each cluster follow certain rules so that each cluster head can transmit data to Sink over a period of time which does not overlap with each other and these time periods are continuous. In the data collection process, there has always been a cluster head to transmit data to Sink. An energy-balanced algorithm (ENSF) is designed to construct the LDCNS, which considers the distances between nodes and Sink for choosing the cluster heads. Simulation results show that the LDCNS-ENSF scheme can shorten the duration of a data collection process and prolong the network lifetime when compared with other existing collection structures.
Keywords :
pattern clustering; wireless sensor networks; LDCNS-ENSF; delay minimization; energy-balanced algorithm; low-latency data collection network structure; low-latency energy-balanced data collection process; multihop wireless communication; multiple multilayered cluster; network lifetime; sensor node; wireless sensor network; Algorithm design and analysis; Clustering algorithms; Data collection; Data models; Delays; Energy consumption; Wireless sensor networks; Data collection; Energy-balanced; Low-latency; Wireless sensor networks;
Conference_Titel :
Wireless Communications and Signal Processing (WCSP), 2014 Sixth International Conference on
Conference_Location :
Hefei
DOI :
10.1109/WCSP.2014.6992005