• DocumentCode
    1761943
  • 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
  • Volume
    9
  • Issue
    3
  • fYear
    2015
  • fDate
    Sept. 2015
  • Firstpage
    714
  • Lastpage
    727
  • 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;
  • fLanguage
    English
  • Journal_Title
    Systems Journal, IEEE
  • Publisher
    ieee
  • ISSN
    1932-8184
  • Type

    jour

  • DOI
    10.1109/JSYST.2013.2287460
  • Filename
    6668907