Routing-Aware Design of Indoor Wireless Sensor Networks Using an Interactive Tool

被引:18
|
作者
Puggelli, Alberto [1 ]
Mozumdar, Mohammad Mostafizur Rahman [2 ]
Lavagno, Luciano [3 ]
Sangiovanni-Vincentelli, Alberto L. [1 ]
机构
[1] Univ Calif Berkeley, Berkeley, CA 94704 USA
[2] Calif State Univ Long Beach, Long Beach, CA 90840 USA
[3] Politecn Torino, I-10129 Turin, Italy
来源
IEEE SYSTEMS JOURNAL | 2015年 / 9卷 / 03期
关键词
Graphical user interface (GUI); power consumption; resiliency; routing algorithms (RAs); sensor network; EMBEDDED NETWORKS; PLACEMENT; LIFETIME;
D O I
10.1109/JSYST.2013.2287460
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we present an interactive design tool that can assist rapid prototyping and deployment of wireless sensor networks for building automation systems. We argue that it is possible to design networks that are more resilient to failures and have longer lifetime if the behavior of routing algorithms (RAs) is taken into account at design time. Resiliency can be increased by algorithmically adding redundancy to the network at locations where it can be maximally leveraged by RAs during operation. Lifetime can be increased by placing routers where they are most needed according to the expected data traffic patterns to improve the quality of the transmission. The network synthesis problem is formulated as an optimization problem. We propose a mixed-integer linear program to solve it exactly and a polynomial-time heuristic that returns close-to-optimal results in a shorter time. We analyze the performance of the designed networks by using OPNET simulation. Results show that our tool can assist in designing sensor networks that have high throughput and consume power efficiently.
引用
收藏
页码:714 / 727
页数:14
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