INVITED PAPER: Scalability and Performance Issues in Deeply Embedded Sensor Systems

[1]Lee, L. C., Nwana, H.S., Ndumu, D.T., De Wilde, P., “The Stability, Scalability and Performance of Multi-agent Systems”, BT Technology Journal, Vol. 16., pp. 94-103, Kluwer Acadamic Publishers, 199810.1023/A:1009686016775 Search in Google Scholar

[2]Woodside C M, and Schramm C, “Scalability and performance experiments using synthetic distributed server systems”, Distributed Systems Engineering, 3, Nos 2-8, 1996.10.1088/0967-1846/3/1/002 Search in Google Scholar

[3]Bondi, A., “Characteristics of scalability and their impact on performance”, Proc. of the 2nd international workshop on Software and performance, pp. 195 - 203, 200010.1145/350391.350432 Search in Google Scholar

[4]Hall, D., Llinas, J., “Handbook of Multisensor Data Fusion”, CRC Press, 200110.1201/9781420038545 Search in Google Scholar

[5]Sage, A., “Systems Engineering”, Wiley IEEE Publishers, 1992 Search in Google Scholar

[6]Michael, M., Moreira, J.E., Shiloach, D., Wisniewski, R.W., “Scale-up x Scale-out: A Case Study using Nutch/Lucene”, Proc. of the IEEE Parallel and Distributed Processing, pp. 1-8, 200710.1109/IPDPS.2007.370631 Search in Google Scholar

[7]Friedman, R., Hadad, E., “Analyzing distributed-system performance - latency vs. throughput”, IEEE Distributed Systems Online, Vol. 7, Issue 1, 200610.1109/MDSO.2006.2 Search in Google Scholar

[8]F. Koushanfar, M. Potkonjak, A. Vincentelli, “Fault Tolerance Techniques for Wireless Ad hoc Sensor Networks”, IEEE Sensors Journal, Vol 2., pp. 1491-1496, 2002 Search in Google Scholar

[9]Elnahrawy, E., Nath, B., “Cleaning and Querying Noisy Sensors”, Proc. of the Workshop on wireless sensor networks and applications, pp. 78 – 87, 200310.1145/941350.941362 Search in Google Scholar

[10]Hereford, J., “Fault-Tolerant Sensor Systems Using Evolvable Hardware”, IEEE Transactions on Instrumentation and Measurement, Vol. 55, No. 3, pp. 846-853, June 200610.1109/TIM.2006.873791 Search in Google Scholar

[11]Wei, T., Huang, Y., Chen, P., “Particle filtering for adaptive sensor fault detection and identification”, Proc. of the 2006 IEEE Robotics and Automation (ICRA 2006) Volume, Issue, 15-19, pp. 3807 – 3812, May 2006 Search in Google Scholar

[12]Zhang, J.Q., Yan, Y., “Online validation of the measurement uncertainty of a sensor usingwavelet transforms”, IEE Proc. of Science, Measurement and Technology, Volume 148, Issue 5, pp. 210 – 214, Sep 200110.1049/ip-smt:20010531 Search in Google Scholar

[13]Madni, Asad M., Costlow, Lynn E., “Common Design Techniques for BEI GyroChip® Quartz Rate Sensors for both Automotive and Aerospace/Defense Markets”, IEEE Transactions on Sensors Journal, Vol 3 No. 5, pp. 569-578, October 200310.1109/JSEN.2003.817728 Search in Google Scholar

[14]Chen, L., Dey, S., Sanchez, P., Sekar, K., Chen, Y., “Embedded Hardware and Software Self-Testing Methodologies for Processor Cores”, 37th Design Automation Conference, pp. 625-630, 200010.1145/337292.337599 Search in Google Scholar

[15]Madni, Asad M., Sridhar, Prasanna, Jamshidi, Mo, “Fault-Tolerant Data Acquisition in Sensor Networks”, Proc. of the IEEE International Conference on System of Systems Engineering, San Antonio, 200710.1109/SYSOSE.2007.4304263 Search in Google Scholar

[16]G. Sigletos, G. Paliouras, and C.D. Spyropoulos, “Combining information extraction systems using voting and stacked generalization,” Journal of Machine Learning Research, Vol. 6, pp.1751-1782, 2005. Search in Google Scholar

[17]Haykin, S., “Neural Networks: A Comprehensive Foundation”, 2^nd Edition, Prentice Hall, 1998. Search in Google Scholar

[18]Sridhar, P., Madni, A. M., Jamshidi, M., “Hierarchical Data Aggregation in Spatially Correlated Distributed Sensor Network”, Proc. of the World Automation Congress, 200610.1109/WAC.2006.375983 Search in Google Scholar

[19]Sridhar, P., Madni, A. M., Jamshidi, M., “Hierarchical Aggregation and Intelligent Monitoring and Control in Fault-Tolerant Wireless Sensor Networks”, IEEE Systems Journal (Inaugural Issue), Vol.1, No.1, pp.38-54, September 2007.10.1109/JSYST.2007.900244 Search in Google Scholar

[20]Sridhar, P., “Hierarchical Aggregation and Intelligent Monitoring and Control in Fault-Tolerant Wireless Sensor Networks”, Ph.D. Dissertation, Univ. of New Mexico, 2007.10.1109/11196.2007.900244 Search in Google Scholar

[21]Azarnoush, H., Horan, B., Sridhar P., Madni, A M., Jamshidi, M., “Towards Optimization of a Real-World Robotic-Sensor System of Systems”, Proc of the World Automation Congress, Budapest, Hungary, 200610.1109/WAC.2006.376010 Search in Google Scholar