Dr.S.S.Iyengar's webpage : Publications

Click here to see about the Research in Sensor networks

SENSIM : New Sensor Simulator Developed at LSU

SENSIM:Sensor Simulator:Version 2
Manual		Documentation
*SENSIM: Source Code*

2010

Mengxia Zhu, Song Ding, Richard R. Brooks, Qishi Wu, Nageswara S.V. Rao, and S. Sitharama Iyengar "Fusion of Threshold Rules for Target Detection in Sensor Networks" , ACM Transactions on Sensor Networks, Vol 6 and Issue 2, May 2010.
Kiran Balgani, V. Phoha, S. S. Iyengar and N. Balakrishnan" On the Feature Selection Criterion Proposed in `Gait Feature Subset Selection by Mutual Information'",IEEE Transactions on Systems Man and Cybernatics (In Press)
Ranjit Abraham, S. Sitharama Iyengar and J.B.Simha" Effective Discretization and Hybrid Feature Selection Using Naive Bayesian Classifier for Medical Datamining ", International Journal of Computational Intelligence Research(IJCIR), (In press)

2009

H. Cao, N. Brener, S. S. Iyengar; "3D Large Grid Route Planner for the Autonomous Underwater Vehicles" International Journal of Intelligent Computing and Cybernetics; V2, Issue 3, P455-476, 2009.
Vasanth Iyer, S.S.Iyengar, G.Ramamurthy and M.B. Srinivas" Multi-Hop Scheduling and Local Data Link Aggregation Dependent QOS in Modeling and Simulation of Power-aware Wireless Sensor Networks", International Wireless Communications & Mobile Computing, Leipzig, Germany, 21-24 June 2009.

Vasanth Iyer, S.S.Iyengar, G.Ramamurthy and M.B. Srinivas" Computational Aspects of Sensor Network Protocols ", Sensors & Transducers Journal, Vol. 5, Special Issue, March 2009

Vasanth Iyer, S. Sitharama Iyengar, N. Balakrishnan, Vir. Phoha and G. Rama Murthy " Distributed Source Coding for Sensor Data Model and Estimation of Cluster Head Errors using Bayesian and K-Near Neighborhood Classifiers in Deployment of Dense Wireless Sensor Networks " , SENSORCOMM, June 18-23, 2009, Athens/Vouliagmeni, Greece

Neeta Trivedi, S. Sitharama Iyengar, N. Balakrishnan, " 'Ripples': message-efficient, coverage-aware clustering in wireless sensor and actor networks" , International Journal of Communication and Distributed Systems,Volume 2, Issue 1, Janauary, 2009

Gregory Vert, S. Sitharama Iyengar, and Vir. Phoha " Security Models for contextual Based Global Processing an architecture and Overview " , Cyber Security and Information Intelligence Research Conference(CSIIRW09), April 13-15, 2009, Oak Ridge, Tennessee

Madhusudhanan Balasubramanian, Stanislav Zabic, Linda M. Zangwill, Hilary Thompson, Peter Wolenski, S. Sitharama Iyengar and Bijaya B. Karki " A Framework for Detecting Glaucomatous Progression in the Optic Nerve Head of an Eye using Proper Orthogonal Decomposition" ,IEEE Transactions on Information Technology in Biomedicine, 2009

2008

H. Cao, B. Khoobehi , S. S. Iyengar ," Automated Optic Nerve Head Image Fusion of Nonhuman Primate Eyes Using Heuristic Optimization Algorithm", 5th IEEE Symposium on Computational Intelligence in Bio-informatics and Computational Biology (CIBCB 2008) , 15 -17 September, 2008

Shuanging Wei,Rajgopal Kannan, S.S. Iyengar and Nageswara S.Rao, "Energy Efficient Estimation of Gaussian Sources Over Inhomogeneous Gaussian MAC Channels" , IEEE Globecom 2008 , 30 November- 4 December, 2008

Hsiao-Chun Wu, Kun Yan, S.S. Iyengar, "Robustness Analysis of Source Localization Using Gaussianity Measure" , IEEE Globecom 2008, 30 November- 4 December,2008

Hua Cao, Nathan Brener, S.S. Iyengar, "High performance Adaptive Fidelity Algorithms for Multi-Modality Image Fusion", Submitted to IEEE Transactions on Computers

N.Rao,M.Shankar,Jren-Chit Chin, David Yau,S.Srivathsan,S.S.Iyengar,Y.Yang,J.Hou, "Identification of Low -Level Point Radiation Sources Using a Sensor Network", Proceedings of International Conference on Information Processing in Sensor Networks,April 22-24,2008, St.Louis, Missouri.

Manikandan Karuppasamy, Debnath Pal, Ramakumar Suryanarayanarao, Nathan E Brener, Sitharama S Iyengar, Guna Seetharaman, "Functionally important segments in proteins dissected using Gene Ontology and geometric clustering of peptide fragments" , Genome Biology, 2008 (in Press)

P.T. Krishna Kumar, V.V. Phoha, S.S. Iyengar "Simulation of robust resonance parameters using information theory", (In Press) Elsevier annals of NUCLEAR ENERGY 2008 doi:10.1016/j.anucene.2008.01.003

Ranjit Abraham, Jay B. Simha, S. S. Iyengar, "Medical Datamining with a New Algorithm for Feature Selection and Naive Bayesian Classifier",Link(Best Paper Award)- 10th International Conference on Information Technology (IEEE - ICIT 2007), Rourkey, India, pp. 44-49

Qishi Wu, Mengxia Zhu, N.S.V.Rao and S.S. Iyengar, " Self-Adaptive Configuration of Visualization Pipeline Over Wide-Area Networks", IEEE Transactions on Computers, Vol. 57, No.1, January 2008

2007

P.T. Krishna Kumar, V.V. Phoha, S.S. Iyengar "Classification of radio elements using mutual information: A tool for geological mapping", Elsevier International Journal of Applied Earth Observation and Geoinformation 2007

Suman Kumar, S.S. Iyengar, Ravi Lochan, Urban Wiggins, Kanwalbir Sekhon, Promita Chakraborty, Raven Dora "Application of Sensor Networks for Monitoring of Rice Plants: A Case Study ", Submitted to the CACM, March 2007

Q. Wu, N.S.V. Rao, X. Du, S.S. Iyengar, and V.K. Vaishnavi " On efficient deployment of sensors on planar grid", Elsevier's Computer Communications Special Issue (SI) on Network Coverage and Routing Schemes for Wireless Sensor Networks, 2007, doi:10.1016/j.comcom.2007.05.012.

M. Zhu, Q. Wu, N.S.V. Rao, and S.S. Iyengar " Optimal visualization pipeline decomposition and adaptive network mapping to support remote visualization" , Journal of Parallel and Distributed Computing, vol. 67, no. 8, pp. 947-956, August 2007.

S.S. Iyengar, Hsiao-Chun Wu, N. Balakrishnan and Shih Yu Chang " Biologically Inspired Cooperative Routing for Wireless Mobile Sensor Networks", IEEE Systems Journal, Vol. 1, No. 1, Sep 2007, pp 29-37

Suman Kumar, Seung-Jong Park, S.S. Iyengar, Jung-Han Kimn " Time-Adaptive Numerical Simulation for High Speed Networks", 2007 International Conference on High Performance Computing, Networking and Communication Systems

2006

Tom Rishen, L.A. Perkins, Sumanth Yenduri, Farnaz Zand, S.S. Iyengar " Augmentation of a Term/Document Matrix with Part-of-Speech Tags to Improve Accuracy of Latent Semantic Analysis" , WSEAS Transactions on Computers, Issue 6, Volume 5, Pg 1361-1366, June 2006, (Extended Version)

Jay B. Simha, ABIBA Systems, Bangalore, INDIA, S.S Iyengar, Louisiana State University, Baton Rouge "Fuzzy data mining for customer loyalty analysis " , ICIT, pp. 245-246, 9th International Conference on Information Technology (ICIT'06), 2006.

Ranjit Abraham, Jay B.Simha, S.S Iyengar "A comparative analysis of discretization methods for Medical Data-Mining with Naïve Bayesian classifier", ICIT, pp. 235-236, 9th International Conference on Information Technology (ICIT'06), 2006.

Patrick McDowell, Brian S. Bourgeois, Donald A. Sofge and S.S. Iyengar " Memory-Based In Situ Learning for Unmanned Vehicles", IEEE Computer Magazine, December 2006 (Vol. 39, No. 12), pp. 62-66

Sumanth Yenduri, S.S. Iyengar " Performance Evaluation of Imputation Methods for Incomplete Datasets" , International Journal of Software Engineering & Knowledge Engineering, In Press, 2006.

Neeta Trivedi, G. Elangovan, S.S. Iyengar,and N. Balakrishnan " 'Ripples': A Message-Efficient, Distributed Clustering Algorithm for Wireless Sensor and Actor Networks" , IEEE Transactions on Computers(Submitted for publication)

R. Kalidindi, R. Kannan, S.S. Iyengar, A. Durresi " Sub-Grid based Key Vector Assignment: A Key Pre-Distribution Scheme For Distributed Sensor Networks " , Journal of Pervasive Computing and Communications,Vol. 2, No. 1, March 2006.

Sumanth Yenduri, S.S. Iyengar " Performance Measurement of an Agglomerative Clustering Algorithm for Data Enhancement " , GESTS International Transactions on Computer Science and Engineering, Volume 28, Number 1, Feb 2006.

2005

Nathan E. Brener, Hua C. Looney, S. Sitharama Iyengar, and Narayanadas Vakamudi "Three-Dimensional Route Planner Using A* Algorithm; Application to Autonomous Underwater Vehicles" (Submitted for Publication), 2005.

M. Zhu, Q. Wu, N. S. V. Rao, S. S. Iyengar " Optimal pipeline decomposition and adaptive network mapping to support remote visualization" , Special Issue of Journal of Computer Animation and Virtual World, (to appear), 2005.

A. Durresi, V. Paruchuri, L. Barolli, R. Kannan, S.S Iyengar, " Anonymous Communication Protocol for Sensor Networks" International Journal of Wireless and Mobile Computing (IJWMC), (to appear).

C. Mallanda, A. Suri, V. Kunchakarra, S.S. Iyengar, R. Kannan, A. Durresi, and S. Sastry" Simulating Wireless Sensor Networks with OMNeT++ " , submitted to IEEE Computer, 2005.

Partha P. Mondal, K. Rajan, S.S. Iyengar" Positron Emission Tomography (PET) Image Reconstruction: Revisited Part-I", submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence , 2005.

Nathan E. Brener, S.S. Iyengar and O.S. pianykh " A Conclusive Methodology for Rating OCR Performance", Journal of the American Society for Information Science and Technology, 56(12), 1274-1287, 2005

A. Durresi, V. Paruchuri, R.Kannan and S.S.Iyengar " Optimized Broadcast Protocol for Sensor Networks" , IEEE Transactions on Computers, Vol. 54, No. 8,pp. 1013-1023 August 2005

Qishi Wu, Nageswara S. V. Rao, S.S. Iyengar" On Transport Daemons for Small Collaborative Applications over Wide-Area Networks ", IEEE International Performance Computing and Communications Conference, April 7-9, 2005 Phoenix, AZ, USA.

H .M.F. AboElFotoh , S.S. Iyengar, and K. Chakrabarty , " Computing Reliability and Message Delay For Cooperative Wireless Distributed Sensor Networks Subject to Random Failures " , IEEE Transactions on Reliability Vol. 54, No. 1, pp. 145-155, March 2005.

M. Zhu, Q. Wu, N. S. V. Rao, S. S. Iyengar," On optimal mapping of visualization pipeline onto linear arrangement of network nodes " , Conference on Visualization and Data Analysis 2005 (EI10) Part of IS&T/SPIE's International Symposium on Electronic Imaging 2005, 17-18 January 2005, San Jose Marriott and San Jose Convention Center, San Jose, California,USA

   2004

Lydia Ray, Rajgopal Kannan, Arjan Durresi, Ramaraju Kalindi, S.S.Iyengar "Secure Weighted Data Aggregation in Wireless Sensor Networks" (Best Paper Award) International Conference on Information Systems, ISNG, November 19-21 2004, Las Vegas

M. Zhu, Q. Wu, N. S. V. Rao, S. S. Iyengar," Adaptive Visualization Pipeline Decomposition and Mapping onto Computer Networks ", 3rd International Conference on Image and Graphics December 18-20, 2004, Hong Kong, China.

S. S. Iyengar, G. Seetharaman, R. Kannan, A. Durresi, S. Park, B. Krishnamachari, R. R. Brooks and J. Morrison," Next Generation Distributed Sensor Networks " , Proceedings of Office of Naval Research, September 5-6, 2004, USA.

Guna Seetharaman, S.S. Iyengar, Ha V. Le, N.Balakrishnan, R. Logananthraj, " SmartSAM: A Multisensor Network Based Framework for Video Surveillance and Monitoring " , Sensor Network Operations( Chapter in a IEEE press Monograph September 2004).

W. Ding, S.S. Iyengar, R. Kannan, W. Rummler, " Energy Equivalence Routing in Wireless Sensor Networks", Special issue on Wireless Sensor Networks in Journal of Microcomputers and Applications, Vol. 28/8 pp 467-475, August 2004.

R. Kannan, S.S. Iyengar, "Game-Theoretic Models for Reliable Path-Length and Energy-Constrained Routing with Data Aggregation in Wireless Sensor Networks", IEEE Transactions on Selected Areas of Communications, Vol. 22. N0. 6, pp 1141- 1150 August 2004.

Eungchun Cho, S.S. Iyengar , " Application of Eisenstein Integers for Efficient Placement of Sensors in a Distributed Sensor Network", First International Workshop on Algorithmic Aspects of Wireless Sensor Networks, July 16 2004, Turku, Finland, (Submitted).

R. Kannan, S.S. Iyengar, and S. Sarangi, "Sensor-Centric Energy-Constrained Reliable Query Routing for Wireless Sensor Networks", Journal of Parallel and Distributed Computing, Vol. 64, pp.839-852, July 2004.

R.R. Brooks, M. Zhu, J. Lamb, S.S. Iyengar, "Aspect-Oriented Design of Sensor Networks",Journal of Parallel and Distributed Computing, Vol. 64. , pp. 853-865, July 2004.

Bharatheesh T.L., S.S. Iyengar "Predictive data mining for delinquency modeling" Proceedings of the 2004 International Conference on Embedded Systems and Applications, Las Vegas, June 21-24, 2004.

N.S.V. Rao, Y. Bang, S. Radhakrishnan, Q. Wu, S. S. Iyengar, H. Choo, "NetLets: measurment-based routing daemons for low end-to-end delays over networks", Computer Communications, June 2004.

V. Paruchuri, A. Durresi, L. Barolli, R. Kannan, and S.S. Iyengar, " Efficient and secure autonomous system based traceback" , Journal of Interconnection Networks (JOIN) , Vol.5, No. 2, pp.151-164, June 2004

Q. Wu, S.S. Iyengar, N.S.V. Rao, J. Barhen, V. K. Vaishnavi, H. Qi, K. Chakrabarty, "On Computing the Route of a Mobile Agent for Data Fusion in a Distributed Sensor Network", IEEE Transactions on Knowledge and Data Engineering, vol. 16, pp. 740-753, June 2004.

S. Chakravarthula, S.S. Iyengar, K. Chakrabarty, V. Swaminathan "An Efficient Energy-Optimal Device-Scheduling Algorithm for Hard Real-Time Systems", Proceedings of 6 th Brazilian Workshop on Real-Time Systems, May 14th 2004 .

S.K. Rangarajan, V.V. Phoha, K. Balagani, R. Selmic, S.S. Iyengar, "Adaptive Neural Network Clustering of Web Users", IEEE Computer, pp. 34-40, April 2004.

Patrick McDowell, Brian Bourgeois, S.S. Iyengar, "Formation Maneuvering using Passive Acoustic Communications", Proc. IEEE 2004 International Conference on Robotics and Automation, April 26- May 1, 2004, New Orleans.

V. Parachuri, A. Durresi,R. Kannan, S.S. Iyengar, "Authenticated Autonomous System Trace back" (Best Paper Award), 18th International Conference on Advanced Information Networking and Application (AINA 2004), March 29- 31, 2004, Tokyo.

B. Krishnamachari, S.S. Iyengar, "Distributed Bayesian Algorithms for Fault-Tolerant Event Region Detection in Wireless Sensor Networks", Journal of IEEE Transactions on Computers,Vol 53, No. 3, March 1, 2004.

N.S.V. Rao, Q. Wu, S.S. Iyengar, "On Throughput Stabilization of Network Transport", IEEE Communication Letters, Vol 8, No. 1, January 2004.

R. Kannan, Lydia Ray, S.S. Iyengar and R. Kalidindi, "Max-Min Length-Energy-Constrained Routing in Wireless Sensor Networks ", 1st European Conference Workshop on Wireless Sensor Networks, Berlin, Germany, January 18-21 2004.

Q. Wu, N.S.V. Rao, S.S. Iyengar, "On Measurment-Based Transport Method for Message Delay Minimization Over Wide-Area Networks" , IC3N, 2004.

S. Sastry, S. S. Iyengar and N. Balakrishnan, "Sensor Technologies for Future Automation System" Journal of Sensor Processing letters, Vol 2, pp.1-9, 2004.

2003

P.B. Van Wamelen, Z. Li, S.S. Iyengar, "A Fast expected Time Algorithm for 2 D time Pattern Matching Problem", Elsevier Computer Science Journal, December 2003.

R. Kannan, L. Ray, R. Kalidindi, S.S. Iyengar, "Threshold- Energy Constrained Protocol for Wireless Sensor Networks", Sensor Processing Letters, Vol 1, No.1, pp. 79-85, December 2003.

S.S. Iyengar, S. Sastry, and N. Balakrishnan, "Foundations of Data Fusion for Automation", IEEE Instrumentation and Measurement Magazine, December 2003, pp 35-41

R. Kannan, R. Kalidindi, S. S. Iyengar, V.Kumar, " Energy and Rate based MAC Protocol for Wireless Sensor Networks ", Proceedings of the ACM Special Interest Group on Management of Data (SIGMOD) Record, Vol. 32, No. 4, December, 2003.

R. R. Brooks, M. Pirretti, M. Zhu, S. S. Iyengar, "Distributed Adaptation Methods for Wireless Sensor Networks", Proceedings of GLOBE COM 2003 Conference, San Francisco, CA, Dec 2-5, 2003.

N.S.V. Rao, Qishi Wu, S.S. Iyengar, " Statistical Effects of Control Parameters on Throughput of Window-Based Transport Methods ", submitted to the 12th International Conference on Computer Communications and Networks (ICCCN'03), Dallas, Texas, October 2003.

R.R. Brooks, Matthew Pirretti, Mengxia Zhu, S.S. Iyengar, "Adaptive Routing using Emergent Protocols in Wireless Ad Hoc Sensor Networks", Proceedings of SPIE Conference, 6-8 August, Vol. 5205, 2003.

R. Kannan, S.S. Iyengar and V. Kumar, "A New Framework for Quantifiable Data Security in Sensor Networks", 17th Annual IFIP WG 11.3 working Conference on Data and Applications Security, Estes Park, CO, August 2003.

R. Kannan, S. Sarangi, and S.S. Iyengar,"Strategic Path Reliability in Information Networks ", 14th International Conference on Game Theory, Stony Brook, NY, July 2003.

R. Kalindindi, R. Kannan, S.S. Iyengar and L. Ray, "Distributed Energy Aware MAC Layer Protocol for Wireless Sensor Networks", International Workshop on Wireless Networks, Las Vegas, NV, July 2003.

Q. Wu, N.S.V. Rao, S.S. Iyengar, "Connectivity Through Time Protocols for Dynamic Wireless Networks to Support Mobile Robot Teams", IEEE International Conf. On Robotics and Automation, May 2003.

B. Krishnamachari, S.S. Iyengar, " Efficient and Fault-Tolerant Feature Extraction in Wireless Sensor Networks ", Proceedings of Information Processing in Sensor Networks, Palo Alto, CA, April 2003..

R. Kannan, S. Sarangi, S.S. Iyengar and L. Ray, "Sensor-Centric Quality of Routing in Sensor Networks", Proceedings of IEEE INFOCOM, April 2003.

Kannan, S. Ray, S. Sarangi, S.S. Iyengar, " Minimal Sensor Integrity: Measuring Vulnerability in Sensor Grids ", Information Processing Letters, 2003, pp 49-55.

D. Kumar and S.S. Iyengar, "A Semiformal Correctness Proof of a Distributed Depth-First Search Algorithm", Journal of Parallel and Distributed Computing, (to appear ), 2003.

   2002

V.V. Phoha, S.S. Iyengar, and R. Kannan, "Fast Web Page Allocation on a Server Using Self-Organizing Properties of Neural Networks", IEEE Internet Computing, December 2002, pp 18-26.

K. Chakrabarty, S.S. Iyengar, H. Qi, and E.C. Cho, "Grid Coverage of Surveillance and Target Location in Distributed Sensor Networks", IEEE Transactions on Computers, Vol 51, No. 12, December 2002.

R. Kannan, S. Ray, S. Sarangi, S.S. Iyengar, "Minimal Sensor Integrity: Measuring Integrity in Sensor Grids" International Conference on Parallel Processing (ICPP), Vancouver, British Columbia, July, 2002.

R. Kannan, S. Sarangi, S.S. Iyengar, " A Simple Model for Reliable Query Reporting in Sensor Networks ", Fifth International Conference on Information Fusion, pp 754-759, Annapolis, MD, July 2002.

S.S. Iyengar and Qishi Wu, " Computational Aspects of Distributed Sensor Networks ", Proceedings of International Symposium on parallel architectures, algorithms and networks, May 23-25, 2002, Philippines.

S.S. Dhillon, K. Chakrabarty, and S.S. Iyengar, " Sensor Placement for Effective Grid Coverage and Surveillance", Workshop on Signal Processing, Communications, Chaos and Systems, Newport, RI, 2002.

S.S. Dhillon, K. Chakrabarty, and S.S. Iyengar, " Sensor Placement for Grid Coverage under Imprecise Detections", Proceedings of the International Conference on Information Fusion (FUSION 2002), pp. 1581-1587, 2002.

   2001

H. Qi, S.S. Iyengar and K. Charabarty, " Multi-Resolution Data Integration using Mobile Agents in Distributed Sensor Networks", IEEE-Systems Man Cybernetics, Vol 31, No. 3, pp 383-390, August 2001

H. Qi, X. Wang, S.S.Iyengar, K. Chakrabarty, " Multi Sensor Fusion in Distributed Sensor Networks using Mobile Agents", Proceedings of 4th Annual Conference on Information Fusion, Vol 1, Fusion 2001, Montreal, Quebec, Canada, 7-10 August, 2001.

S.S. Iyengar and B. Jones, "Information Fusion Techniques for Pattern Analysis in Large Sensor Data Networks", Journal of Franklin Institute, JFI 338, pp 571-582, July 2001.

K. Chakrabarty, S.S.Iyengar, H. Qi and E.C. Cho, " Coding Theory Framework for Target Locations in Distributed Sensor Networks", Proceedings of International Symposium on Information Technology: Coding and Computing, Las Vegas, Nevada, April 2001.

H. Qi, S.S.Iyengar, and K. Chakrabarty, "Distributed Multi-Resolution Data Integration Using Mobile Agents", Proceedings of IEEE Aerospace Conference, March 2001.

H. Qi, S.S. Iyengar, K. Chakrabarty " Distributed Sensor Networks - A Review of Recent Research", Journal of Franklin Institute, JFI 338, pp 655-668, 2001.

S.S. Iyengar, K. Chakrabarty, H. Qi, " Introduction to the Special Issue on Distributed Sensor Networks for Real Time Systems with Adaptive Configurations", Journal of Franklin Institute, JFI 338, pp 655-668, (2001), pp 651-653.

Selected older publications