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Wang et al. [Intergrated Coverage and Connectivity Configuration in Wireless Sensor Networks, in: Proceedings of the First ACM Conference on Embedded Networked Sensor Systems (SenSys 2003), Los Angeles, November 2003] and Zhang and Hou [Maintaining Sensing Coverage and Connectivity in Large Sensor Networks.
Our simulation results indicate that all the three schemes scale well to large sensor networks.
As expected, FLSQ outperforms the typical quantizer designs in large sensor networks.
Similar to the random keys schemes, random pairwise keys schemes do not scale well to large sensor networks.
Nevertheless, the evaluation includes long-hop networks, which are particularly valuable in some scenarios such as large sensor networks.
Therefore, in addition to favorable communication requirements (which are of crucial importance for the efficiency of large sensor networks), the proposed algorithm exhibits also the lowest computational demands.
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It consists of a large sensor network with sensors/nodes and sink.
In a large sensor network, there is a high probability of having three or more LOS nodes.
The performance gain may be large for a relatively large sensor network with high heterogeneity in the spatial correlation, observation quality, and the channel gains.
In this section, we evaluate our design algorithm in larger sensor networks by comparing with typical designs.
It can be also seen from the experiment in a sensor network of 10 × 10 M2 (M = 3,4,5) that better performance is achieved in larger sensor networks even with the same sensor density.
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