Multi-Regional Query Scheduling in Wireless Sensor Networks with Minimum Latency
Query scheduling as one of the most important technologies used in query processing has been widely studied recently. In this paper, we investigate the Minimum Latency Multi-Regional Query Scheduling (ML-MRQS) problem in wireless Sensor Networks (WSNs), which aims to generate a scheduling plan with minimum latency under a more practical query model called Multi-Regional Query (MRQ). An MRQ targets at interested data from multiple regions of a WSN, where each region is a subarea. Because the ML-MRQS problem is NP-hard, we propose a heuristic scheduling algorithm Multi-Regional Query Scheduling Algorithm (MRQSA) to solve this problem. Theoretical analysis shows that the latency of MRQSA is upper bounded by 23A + B + C for an MRQ with m query regions , where is the maximum latency for non-overlapped regions, is the maximum latency for overlapped regions, and is the accumulated latency for data transmission from the accessing nodes to the sink. Simulation results show that MRQSA reduces latency by 42.7% to 51.63% with respect to different number of query regions, network density, region size, and interference/transmission range compared with C-DCQS, while guaranteeing energy efficiency.
Wireless Communications and Mobile Computing
Digital Object Identifier (DOI)
Yan, Minggyuan; He, Jing (Selena); Ji, Shouling; and Li, Yingshu, "Multi-Regional Query Scheduling in Wireless Sensor Networks with Minimum Latency" (2014). Faculty Publications. 3815.