Distributed Sensor Networks Image and Sensor Signal Processing (Volume One)

The best-selling Distributed Sensor Networks became the definitive guide to understanding this far-reaching technology. Preserving the excellence and accessibility of its predecessor, Distributed Sensor Networks, Second Edition once again provides all the fundamentals and applications in one complete, self-contained source. Ideal as a tutorial for students or as research material for engineers, the book gives readers up-to-date, practical insight on all aspects of the field. Revised and expanded, this second edition incorporates contributions from many veterans of the DARPA ISO SENSIT program as well as new material from distinguished researchers in the field. Image and Sensor Signal Processing focuses on software issues and the history and future of sensor networks. The book also covers information fusion and power management. Readers of this book may also be interested in Distributed Sensor Networks, Second Edition: Sensor Networking and Applications (ISBN: 9781439862872).

OverviewMicrosensor Applications, David Shepherd and Sri KumarInterfacing Distributed Sensor Actuator Networks with the Physical World, Shivakumar Sastry and S. Sitharama IyengarContrast with Traditional Systems, Richard R. Brooks Distributed Sensing and Signal ProcessingDigital Signal Processing Backgrounds, Yu Hen HuImage Processing Background, Lynne L. Grewe and Ben ShahshahaniObject Detection and Classification, Akbar M. SayeedParameter Estimation, David S. FriedlanderTarget Tracking with Self-Organizing Distributed Sensors, Richard R. Brooks, Christopher Griffin, David S. Friedlander, J.D. Koch, and Ílker Özçelik Collaborative Signal and Information Processing, Feng Zhao, Jie Liu, Juan Liu, Leonidas Guibas, and James ReichEnvironmental Effects, David C. SwansonDetecting and Counteracting Atmospheric Effects, Lynne L. GreweSignal Processing and Propagation for Aeroacoustic Sensor Networks, Richard J. Kozick, Brian M. Sadler, and D. Keith WilsonDistributed Multi-Target Detection in Sensor Networks, Xiaoling Wang, Hairong Qi, and Steve BeckSymbolic Dynamic Filtering for Pattern Recognition in Distributed Sensor Networks, Xin Jin, Shalabh Gupta, Kushal Mukherjee, and Asok RayBeamforming, J.C. Chen and Kung Yao Information FusionFoundations of Data Fusion for Automation, S. Sitharama Iyengar, Shivakumar Sastry, and N. BalakrishnanMeasurement-Based Statistical Fusion Methods for Distributed Sensor Networks, Nageswara S.V. RaoSoft Computing Techniques, Richard R. BrooksEstimation and Kalman Filters, David L. HallData Registration, Richard R. Brooks, Jacob Lamb, Lynne L. Grewe, and Juan DengSignal Calibration, Estimation for Real-Time Monitoring and Control, Asok Ray and Shashi PhohaSemantic Information Extraction, David S. FriedlanderFusion in the Context of Information Theory, Mohiuddin Ahmed and Gregory PottieMultispectral Sensing, N.K. BoseChebyshev’s Inequality-Based Multisensor Data Fusion in Self- Organizing Sensor Networks, Mengxia Zhu, Richard R. Brooks, Song Ding, Qishi Wu, Nageswara S.V. Rao, and S. Sitharama IyengarMarkov Model Inferencing in Distributed Systems, Chen Lu, Jason M. Schwier, Richard R. Brooks, Christopher Griffin, and Satish BukkapatnamEmergence of Human-Centric Information Fusion, David L. Hall Power ManagementDesigning Energy-Aware Sensor Systems, N. Vijaykrishnan, M.J. Irwin, M. Kandemir, L. Li, G. Chen, and B. KangOperating System Power Management, Vishnu Swaminathan and Krishnendu ChakrabartyAn Energy-Aware Approach for Sensor Data Communication, H. Saputra, N. Vijaykrishnan, M. Kandemir, Richard R. Brooks, and M.J. IrwinCompiler-Directed Communication Energy Optimizations for Microsensor Networks, I. Kadayif, M. Kandemir, A. Choudhary, M. Karakoy, N. Vijaykrishnan, and M.J. IrwinJamming Games in Wireless and Sensor Networks, Rajgopal Kannan, Costas Busch, and Shuangqing WeiReasoning about Sensor Networks, Manuel Peralta, Supratik Mukhopadhyay, and Ramesh BharadwajTesting and Debugging Sensor Network Applications, Sally K. Wahba, Jason O. Hallstrom, and Nigamanth Sridhar Index

S. Sitharama Iyengar is the director of and Ryder Professor in the School of Computing and Information Sciences at Florida International University. A SIAM distinguished lecturer, ACM national lecturer, IEEE distinguished scientist, and fellow of the IEEE, ACM, AAAS, and SDPS, Dr. Iyengar is the founding editor-in-chief of the International Journal of Distributed Sensor Networks. He is a world-class expert in computational aspects of sensor networks, data structures, and algorithms for various distributed applications. Many of his techniques have been used at institutions such as NASA and Oak Ridge National Laboratory. Richard R. Brooks is an associate professor of electrical and computer engineering at Clemson University. A senior member of the IEEE, Dr. Brooks is the associate managing editor of the International Journal of Distributed Sensor Networks. His research interests include distributed systems, network security, sensor networks, and self-organizing systems. His work has been sponsored by DARPA, the U.S. Office of Naval Research, and other high-level organizations.