Title :
A routing-algorithm-aware design tool for indoor wireless sensor networks
Author :
Puggelli, A. ; Mozumdar, M. ; Sangiovanni-Vincentelli, A.L. ; Lavagno, L.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of California - Berkeley, Berkeley, CA, USA
fDate :
Jan. 30 2012-Feb. 2 2012
Abstract :
We present a design tool to assist the 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 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 routing algorithms 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.
Keywords :
computational complexity; indoor radio; integer programming; linear programming; telecommunication network routing; telecommunication traffic; wireless sensor networks; automation systems; data traffic patterns; indoor wireless sensor networks; mixed-integer linear program; network synthesis problem; optimization problem; polynomial-time heuristic; rapid prototyping; routing-algorithm-aware design tool; Algorithm design and analysis; Bit rate; Network topology; Power demand; Routing; Unicast; Wireless sensor networks; graphical user interface; power consumption; resiliency; routing algorithms; sensor network;
Conference_Titel :
Computing, Networking and Communications (ICNC), 2012 International Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-0008-7
Electronic_ISBN :
978-1-4673-0723-9
DOI :
10.1109/ICCNC.2012.6167569