System-level design of a roaming multi-modal multi-sensor system for assessing and monitoring civil infrastructures

Abstract: This chapter discusses the system-level design of a roaming multi-modal multi-sensor system and puts the associated general problems into a real-life context, based on the case study of Versatile On-board Traffic-Embedded Roaming Sensors (VOTERS) – a sensing system to monitor the structural health of roads and bridge decks. The design challenges of this and similar distributed sensing systems are addressed. First, the background of comparable sensing systems is reviewed, then an overview of the VOTERS multi-modal multi-sensor system with its system-level requirements for sensing, synchronizing, processing, and storing is presented. The focus then shifts to details of the hierarchical distribution of work, the organization and structure of handling large data amounts including a communication framework, and the challenges of enabling sensor fusion. All aspects are considered in the context of achieving a fully automated system.

[1]  James H. Garrett,et al.  Ground-penetrating radar for highway and bridge deck condition assessment and inventory , 1995, Smart Structures.

[2]  Christopher L. Barnes,et al.  EFFECTIVENESS OF GROUND PENETRATING RADAR IN PREDICTING DECK REPAIR QUANTITIES , 2004 .

[3]  V. Skendzic,et al.  Provision of Precise Timing via IEEE 1588 Application Interfaces , 2007, 2007 IEEE International Symposium on Precision Clock Synchronization for Measurement, Control and Communication.

[4]  Gary R. Olhoeft,et al.  GPRMODV2; one-dimensional full waveform forward modeling of dispersive ground penetrating radar data, version 2.0 , 1995 .

[5]  David L. Mills,et al.  Internet time synchronization: the network time protocol , 1991, IEEE Trans. Commun..

[6]  Jerker Delsing,et al.  A heterogeneous sensor network architecture for highly mobile users , 2010 .

[7]  Ming L. Wang,et al.  Road profile estimation of city roads using DTPS , 2013, Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

[8]  Kenneth Maser BRIDGE DECK CONDITION SURVEYS USING RADAR: CASE STUDIES OF 28 NEW ENGLAND DECKS , 1991 .

[9]  Wenxi Chen,et al.  A mobile phone-based wearable vital signs monitoring system , 2005, The Fifth International Conference on Computer and Information Technology (CIT'05).

[10]  Bernd Resch,et al.  Real-Time Geo-awareness – Sensor Data Integration for Environmental Monitoring in the City , 2009, 2009 International Conference on Advanced Geographic Information Systems & Web Services.

[11]  Xin Ma,et al.  Statistical analysis of acoustic measurements for assessing pavement surface condition , 2012, Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

[12]  Lothar Thiele,et al.  OpenSense: open community driven sensing of environment , 2010, IWGS '10.

[13]  Hong Liu,et al.  Mobile Healthcare Infrastructure with Qos and Security , 2010, MOBILWARE.

[14]  Kenneth Maser,et al.  NETWORK BRIDGE DECK SURVEYS USING HIGH-SPEED RADAR: CASE STUDIES OF 44 DECKS , 1992 .

[15]  D. A. Grejner-Brzezinska,et al.  GPS error modeling and OTF ambiguity resolution for high-accuracy GPS/INS integrated system , 1998 .

[16]  Dan M. Frangopol,et al.  Maintenance and management of civil infrastructure based on condition, safety, optimization, and life-cycle cost* , 2007 .

[17]  Ralf Birken,et al.  Characterization and detection of bridge deck deterioration , 2012 .

[18]  Carey Rappaport,et al.  Model Based Evaluation of Bridge Decks Using Ground Penetrating Radar , 2007, Comput. Aided Civ. Infrastructure Eng..

[19]  Rajiv Chakravorty,et al.  A programmable service architecture for mobile medical care , 2006, Fourth Annual IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOMW'06).

[20]  Richard J. Dobson,et al.  Evaluation of Commercially Available Remote Sensors for Highway Bridge Condition Assessment , 2012 .

[21]  Carey M. Rappaport,et al.  Effectiveness of 2-D and 2.5-D FDTD Ground-Penetrating Radar Modeling for Bridge-Deck Deterioration Evaluated by 3-D FDTD , 2009, IEEE Transactions on Geoscience and Remote Sensing.

[22]  Ming L. Wang,et al.  A Mobile Acoustic Subsurface Sensing (MASS) System for Rapid Roadway Assessment , 2013, Sensors.

[23]  Dryver Huston,et al.  Structural Health Monitoring by Periodic NDT: NDT for Bridge Maintenance , 2009 .

[24]  Mitja Jurgele Life cycle cost analysis in pavement design , 2013 .

[25]  Yi Zhang,et al.  High power density energy harvester with high permeability magnetic material embedded in a rotating wheel , 2012, Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

[26]  Antonino Mazzeo,et al.  A Reference Architecture for Sensor Networks Integration and Management , 2009, GSN.

[27]  G. Gaderer,et al.  Limits of synchronization accuracy using hardware support in IEEE 1588 , 2008, 2008 IEEE International Symposium on Precision Clock Synchronization for Measurement, Control and Communication.

[28]  Ralf Birken,et al.  Millimeter-wave nondestructive evaluation of pavement conditions , 2012, Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

[29]  Ikhlas Abdel-Qader,et al.  Detection of Common Defects in Concrete Bridge Decks Using Nondestructive Evaluation Techniques , 2007 .

[30]  Ralf Birken,et al.  A GPR Array System for Traffic Embedded Monitoring of Bridges and Roadways , 2012 .

[31]  Steve Benford,et al.  MobGeoSen: facilitating personal geosensor data collection and visualization using mobile phones , 2007, Personal and Ubiquitous Computing.

[32]  Harry M. Jol,et al.  Texture-based classification of ground-penetrating radar images , 2006 .

[33]  A. Machizawa,et al.  Software-only implementations of slave clocks with sub-microsecond accuracy , 2008, 2008 IEEE International Symposium on Precision Clock Synchronization for Measurement, Control and Communication.

[34]  Yang Zhang,et al.  CarTel: a distributed mobile sensor computing system , 2006, SenSys '06.

[35]  Kang Lee,et al.  IEEE 1588 standard for a precision clock synchronization protocol for networked measurement and control systems , 2002, 2nd ISA/IEEE Sensors for Industry Conference,.

[36]  Nenad Gucunski,et al.  Multiple Complementary Nondestructive Evaluation Technologies for Condition Assessment of Concrete Bridge Decks , 2010 .

[37]  Ralf Birken,et al.  Automatic road surface defect detection from grayscale images , 2012, Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

[38]  Robert S. Freeland,et al.  Subsurface Characterization using Textural Features Extracted from GPR Data , 2007 .

[39]  James Llinas,et al.  An introduction to multisensor data fusion , 1997, Proc. IEEE.

[40]  Ryan Newton,et al.  The pothole patrol: using a mobile sensor network for road surface monitoring , 2008, MobiSys '08.

[41]  Francisco A. Romero,et al.  Comprehensive condition assessment of bridge decks by multimodal NDE , 2010, Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

[42]  null null,et al.  2009 Report Card for America's Infrastructure , 2009 .

[43]  J S Moulthrop,et al.  PRINCIPLES OF PAVEMENT PRESERVATION: DEFINITIONS, BENEFITS, ISSUES, AND BARRIERS , 2003 .