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AuthorsNumbers in the index correspond to the last two digits of the six-digit citation identifier (CID) article numbering system used in Proceedings of SPIE. The first four digits reflect the volume number. Base 36 numbering is employed for the last two digits and indicates the order of articles within the volume. Numbers start with 00, 01, 02, 03, 04, 05, 06, 07, 08, 09, 0A, 0B...0Z, followed by 10-1Z, 20-2Z, etc. Abot, Jandro L., 1K Acosta, Mark, 12 Alford, Mark, 0N Al Shabi, Mohammad, 1I Al Shaer, Samer, 1I Anderson, Derek T., 0F Arnold, Gregory, 0X Astyakopoulos, Alkiviadis, 0U Aughenbaugh, Jason M., 04 Babko-Malaya, Olga, 0N Bal, Abdullah, 1B, 1G Balaji, Bhashyam, 02, 03, 0J Ball, John E., 0F Bar-Shalom, Yaakov, 05, 06, 1J Barto, Euvondia, 0X Bélanger, Micheline, 0P Bell, Kristine, 1E Binol, Hamidullah, 1B, 1G Blasch, Erik, 0L, 0N, 0P Bothos, John M. A., 1A Brooks, Richard R., xv Bugoffa, Salaheddeen G., 1C Chan, Alex L., 0L, 12, 13, 14, 15 Chatterjee, Monish R., 1C Chen, Lingji, 0N Chong, Chee-Yee, 0L Coates, Mark J., 0D Colonna-Romanoa, John, 0O Cordone, Guthrie, xv Crespi, Valentino, 0N Cukur, Huseyin, 1B Culbertson, Jared L., 0X Damini, Anthony, 02, 03 Danko, Amanda S., 1F Daum, Fred, 0H, 0I Dimitros, Kostantinos, 0U, 18, 19 Dommett, David W., 0Z Dou, Wenbo, 06 Doulgerakis, Adam, 16 Dunne, Jeffrey A., 09 Esteves, Fernando M., 1K Fenstermacher, Laurie H., 0L, 1M Fernandez, Gabriel C., 1F Fitch, James, 0G Gadsden, S. Andrew, 1I George, Jemin, 06 Georgiou, Eftichia, 16 Goenaga, Miguel A., 1L Gordon, Christopher, 12 Granström, Karl, 1J Grewe, Lynne, xv Guseman, Paul R., 09 HandUber, Jason, 0N Haney, Phil, 0N Harrison, Mary Ann, 0X Hatamleh, Khaled, 1I Hintz, Kenneth J., 0M Hu, Shuowen, 12, 13, 14, 15 Huang, Jim, 0H, 0I Kadar, Ivan, 0L, 0M Kain, Sean M., 09 Kanellopoulou, Konstantina, 19 Kanellos, Tassos, 16 Kaplan, Lance, 06 Karafylli, Christina, 18, 19 Karafylli, Maria, 18, 19 Kirubarajan, Thiagalingam, 02 Kountouriotis, Vassilios I., 0Q, 16 Kreucher, Chris, 1E Kwasinski, Andres, xv Kyriazanos, Dimitris M., 0U, 0V, 19 Lagali, Christopher, xv Lampropoulos, Vassilis, 18 Levchuk, Georgiy, 0O Li, Yunpeng, 0D Ling, Bo, 17 Livneh, Ofer, 16 Lu, Qin, 1J Mahler, Ronald P. S., 0B, 0C, 0L Margonis, Christos, 0U, 18 Milner, Martin, 0K Motos, Dionysis, 18 Muraleedharan, Rajani, 0T Nagy, Jim, 0N Namazi, Nader M., 1D Nehmetallah, Georges, 1K Newman, Andrew J., 09 Noushin, Arjang, 0H Olivera, Santiago, 17 Osborne, Richard W., III, 06 Overell, William, xv Oxley, Mark E., 0G Papadimitriou, Apostolis, 19 Pappou, Theodora, 16 Paterakis, Manolis, 0Q, 16 Peri, Joseph S. J., 0W Pinkus, Alan R., 0Z Pirkl, Ryan J., 04 Poshtyar, Azin, 13, 15 Protopsaltis, Byron, 16 Qi, Hairong, xv Rajan, Sreeraman, 02, 03 Rekouniotis, Thrasos, 16 Rhodes, Bradley J., 0N Richardson, Casey L., 09 Richman, Mike, 0N Rivera, Pedro A., 1L Rovito, Todd V., 0X Rozenberg, Ofir, 16 Salameh, Iyad, 1I Salerno, J., xv Schneider, Michael K., 0N Schoenecker, Steven, 05 Schreurs, Blake A., 09 Schubert Kabban, Christine M., 0G Segou, Olga E., 0V Sepantaie, Amir M., 1D Sepantaie, Marc M., 1D Shibilski, Alexander D., 0T Shirkhodaie, Amir, 13, 14, 15 Short, Nathan, 12 Sithiravel, Rajiv, 02, 03 Skroumpelou, Katerina, 0U Smock, Brandon, 0K Stankiewicz, Paul G., 09 Steinberg, Alan, 0L Tandy, Paul, 0L Task, H. Lee, 0Z Telagamsetti, Durga, 15 Teron, Abigail C., 1L Thanos, Konstantinos-Georgios, 0S, 0U, 19 Thomopoulos, Stelios C. A., xv, 0Q, 0S, 0U, 0V, 16, 18, 19, 1A Thorsen, Steven N., 0G Venayagamoorthy, G. K., xv Von Pless, Gregory, 0N Vrahliotis, Socrates I., 16 Wagley, Raj, 17 Walls, Stephen, 0X Wang, Junjie, 0D Wei, Pan, 0F Willett, Peter, 05, 1J Wilson, Joseph, 0K Woodruff, Roan, 0T Wu, Chase, xv Yang, Shanchieh Jay, 0L Yu, Wei, xv Yavuz, Fatih, 1B Zacharakis, Dimitris, 19 Zalonis, Andreas, 0V Zhao, Lingling, 0D Zhong, Xingsi, xv Zhu, Howie, 0N
Conference CommitteeSymposium Chair Symposium Co-chair Conference Chair Conference Co-chairs Erik P. Blasch, Air Force Research Laboratory (United States) Lynne L. Grewe, California State University, East Bay (United States) Kenneth Hintz, George Mason University (United States) Thia Kirubarajan, McMaster University (Canada) Ronald P. S. Mahler, Random Sets, LLC (United States)
Conference Program Committee Mark G. Alford, Air Force Research Laboratory (United States) Bhashyam Balaji, Defence Research and Development Canada (Canada) William D. Blair, Georgia Tech Research Institute (United States) Mark J. Carlotto, General Dynamics Advanced Information Systems (United States) Alex L. Chan, U.S. Army Research Laboratory (United States) Kuo-Chu Chang, George Mason University (United States) Chee-Yee Chong, Consultant (United States) Marvin N. Cohen, Georgia Tech Research Institute (United States) Frederick E. Daum, Raytheon Company (United States) Jean Dezert, The French Aerospace Laboratory (France) Mohammad Farooq, AA Scientific Consultants Inc. (Canada) Laurie H. Fenstermacher, Air Force Research Laboratory (United States) Charles W. Glover, Oak Ridge National Laboratory (United States) I. R. Goodman, Consultant (United States) Michael L. Hinman, Air Force Research Laboratory (United States) Jon S. Jones, Air Force Research Laoratory (United States) Georgiy M. Levchuk, Aptima, Inc. (United States) Martin E. Liggins II, Consultant (United States) James Llinas, University at Buffalo (United States) Raj P. Malhotra, Air Force Research Laboratory (United States) Alastair D. McAulay, Lehigh University (United States) Raman K. Mehra, Scientific Systems Company, Inc. (United States) Harley R. Myler, Lamar University (United States) David Nicholson, BAE Systems (United Kingdom) Les Novak, Scientific Systems Company, Inc. (United States) John J. Salerno Jr., Harris Corporation (United States) Andrew G. Tescher, AGT Associates (United States) Stelios C. A. Thomopoulos, National Centre for Scientific Research Demokritos (Greece) Wiley E. Thompson, New Mexico State University (United States) Shanchieh Jay Yang, Rochester Institute of Technology (United States)
Session Chairs 1
Multisensor Fusion, Multitarget Tracking, and Resource Management IIvan Kadar, Interlink Systems Sciences, Inc. (United States)Thia Kirubarajan, McMaster University (Canada)Kenneth Hintz, George Mason University (United States) 2
Multisensor Fusion, Multitarget Tracking, and Resource Management IIThia Kirubarajan, McMaster University (Canada)Kenneth Hintz, George Mason University (United States)Ivan Kadar, Interlink Systems Sciences, Inc. (United States) 3
Information Fusion Methodologies and Applications IRonald P.S. Mahler,Randon Sets, LLC (United States) 4
Information Fusion Methodologies and Applications IIMichael L. Hinman, Air Force Research Laboratory (United States)Ivan Kadar, Interlink Systems Sciences, Inc. (United States)Kenneth Hintz, George Mason University (United States) 5
Information Fusion Methodologies and Applications IIIMichael L. Hinman, Air Force Research Laboratory (United States)Martin E. Liggins II, Consultant (United States)Kenneth Hintz, George Mason University (United States) 6
Information Fusion Methodologies and Applications IVMichael L. Hinman, Air Force Research Laboratory (United States)Martin E. Liggins II, Consultant (United States)Ivan Kadar, Interlink Systems Sciences, Inc. (United States) 7
Signal and Image Processing, and Information Fusion Applications ILynne L. Grewe, California State University, East Bay (United States)Martin E. Liggins II, Consultant (United States)Alex L. Chan, U.S. Army Research Laboratory (United States) 8
Signal and Image Processing, and Information Fusion Applications IIAlex L. Chan, U.S. Army Research Laboratory (United States)Lynne L. Grewe, California State University, East Bay (United States)Mark G. Alford, Air Force Research Laboratory (United States) 9
Signal and Image Processing, and Information Fusion Applications IIIMark G. Alford, Air Force Research Laboratory (United States)Lynne L. Grewe, California State University, East Bay (United States)Alex L. Chan, U.S. Army Research Laboratory (United States)
Session Panel Members Panel Discussion: Cyber Physical Systems Challenges with Information Fusion Lynne L. Grewe, California State University, East Bay (United States) Richard R. Brooks, Clemson University (United States) Mehdi Kalantari Khandani, Resensys, LLC (United States) Andres Kwasinski, Rochester Institute of Technology (United States) Hairong Qi, The University of Tennessee Knoxville (United States) Stelios C.A. Thomopoulos, National Centre for Scientific Research Demokritos (Greece) Wei Yu, Towson University (United States)
IntroductionCyber-Physical Systems consist of and depend on the close interaction and integration of the cyber, computational, and physical systems. Computational systems can include but are not limited to sensing and computer systems. The physical can be anything from the human to animal to plants as well as man-made systems. A key part of today’s needed development in CPS involves creating new capabilities, adaptability, higher scalabilities, and usability as well as security and proficiency. Goals are to create new ways for people and the physical world to be part of and communicate with Cyber-Physical Systems. Applications are varied including healthcare, automation, manufacturing, mobility/transportation, information fusion, active sensing, decision-making, intelligence and collaboration, challenging environments, information systems security, communications, networking, human integration and interaction with CPS, modeling human behavior, internet-of-things, smart cities, and more. For these reasons, Cyber-Physical Systems have a high possibility of transference into commercial and defense related endeavors in the near future. The objective of this panel was to bring to the attention of the fusion community the importance of the application of Cyber Physical Systems, highlight issues, illustrate potential approaches and address challenges. A number of invited experts discussed challenges of the CPS processing and research in order to address these challenges with information fusion. The panelists illustrated parts of the above-mentioned areas over different applications and in association with information fusion. The panel highlighted impending issues and challenges using conceptual and real-world related examples associated with the applications of CPS. Ivan Kadar Lynne L. Grewe Invited Panel DiscussionCyber Physical Systems Challenges with Information FusionOrganizers Lynne Grewe, California State Univ., East Bay. Ivan Kadar, Interlink Systems Sciences, Inc. Erik Blasch, Air Force Research Lab. Moderators Ivan Kadar, Interlink Systems Sciences, Inc. Lynne Grewe, California State Univ., East Bay April 18, 2016 SPIE Conference 9842 “Signal Processing, Sensor Fusion and Target Recognition XXV” Baltimore, MD., 18-20 April 2016 Invited Panel DiscussionPanel ParticipantsProf. Richard R. Brooks, Clemson Univ., USA Prof. Lynne Grewe, California State Univ., East Bay, U.S.A. Prof. Andres Kwasinski, RIT, Rochester, NY, U.S.A. Prof. Hairong Qi, Univ. of Tennessee, U.S.A. Dr. John Salerno, Harris Corp., U.S.A. Dr. Stelios Thomopoulos, Natl. Ctr. for Scientific Research Demokritos, Greece. Prof. Wei Yu, Towson Univ., U.S.A. Invited Panel DiscussionTopics“Life and Death Decisions by Cyber-Physical Systems” Prof. Richard R. Brooks, etal., Clemson Univ., and Prof. Chase Wu, NJ Institute of Technology. “Information Fusion in Challenging Environments for Human-Centric Cyber Physical Systems” Prof. Lynne Grewe, etal., California State Univ. “Cross-Layer Framework in the Internet of Things for Cyber-Physical Systems” Prof. Andres Kwasinski, Rochester Inst. of Technology “Collaborative Processing in Smart Camera Networks” Prof. Hairong Qi, Univ. of Tennessee Invited Panel DiscussionTopics”Panel on Cyber Physical Systems Challenges with Information Fusion: Control Systems – Examples of Cyber-Physical Systems” Dr. John Salerno, Harris Corp. “Cyber Physical (C-P) Systems Challenges with Information Fusion: Modeling & Programing” Dr. Stelios C.A, Thomopoulos, Natl. Ctr. for Scientific Research Demokritos, Integrated Systems Lab., Greece. ”On Secure and Resilient Energy-Based Critical Infrastructure” Prof. Wei Yu, Towson Univ.
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