Title :
Routing-Aware Design of Indoor Wireless Sensor Networks Using an Interactive Tool
Author :
Puggelli, Alberto ; Mozumdar, Mohammad Mostafizur Rahman ; Lavagno, Luciano ; Sangiovanni-Vincentelli, Alberto L.
Author_Institution :
Univ. of California at Berkeley, Berkeley, CA, USA
Abstract :
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.
Keywords :
integer programming; telecommunication network routing; telecommunication traffic; wireless sensor networks; OPNET simulation; RA; building automation systems; data traffic patterns; indoor wireless sensor networks; interactive design tool; interactive tool; mixed-integer linear program; network synthesis problem; optimization problem; polynomial time heuristic; routing algorithms; routing aware design; Algorithm design and analysis; Network synthesis; Network topology; Power demand; Quality of service; Wireless communication; Wireless sensor networks; Graphical user interface (GUI); power consumption; resiliency; routing algorithms (RAs); sensor network;
Journal_Title :
Systems Journal, IEEE
DOI :
10.1109/JSYST.2013.2287460