Personal information

Wireless Sensor Networks, Machine Learning, Data Mining

Biography

Dr. Iyer received his Ph.D. in Computer Science from Florida International University (FIU), Miami advised by Dr. Sitharama Iyengar and Dr. Niki Pissinou. His research interests include sensor spatio-temporal analysis, and learning algorithms which use pre-processed data from data-cleaning tree’s similarity matrix, and efficient computation techniques using linear kernels. His academic experience includes Visiting Assistant Professor (2015) at Oklahoma State University, Postdoctoral Research Scientist (Air Force Research lab, 2014). Prior to defending his thesis at FIU, he was a Ph.D. candidate at International Institute of Information (IIIT-H), where he collaborated with CRC, CVIT and CSTAR research centers (2006-2012) and Institute of Infocomm Research (2007), Singapore and published over 17 research papers. He completed his MSCIS from UNH (1987), CT, and was embedded kernel intern between 1988-1990 working on Genesis Control Series. He joined UC Berkeley (extension) in 1992 and also worked as Software Design Engineer for 11 years (1991-2002) in the San Francisco Bay Area. Prior to becoming a graduate student, he completed B.Eng. in ECE (1985) followed by a Pre-PhD (2004) including the best paper in CSI-2005 both from Osmania University, India.

Activities

Employment (3)

University of Central Missouri: Warrensburg, MO, US

2016-08-08 to present | Assistant Professor (Computer Science)
Employment
Source: Self-asserted source
Vasanth Iyer

Tennessee State University: Nashville, TN, US

2014-03-01 to present | Research Scientist (Electrical Engineering)
Employment
Source: Self-asserted source
Vasanth Iyer

Oklahoma State University Stillwater: Stillwater, OK, US

2015-08-17 to 2016-05-22 | Visiting Assistant Professor (Computer Science)
Employment
Source: Self-asserted source
Vasanth Iyer

Education and qualifications (1)

Florida International University: Miami, FL, US

2012-05-07 to 2013-12-17 | Ph.D. (School of Computing and Information Science)
Education
Source: Self-asserted source
Vasanth Iyer

Professional activities (1)

IEEE Computer Society: Washington, DC, US

2006-03-01 to present | Senior Member (Computer Science )
Membership
Source: Self-asserted source
Vasanth Iyer

Works (44)

PUFchain 3.0: Hardware-Assisted Distributed Ledger for Robust Authentication in Healthcare Cyber–Physical Systems

Sensors
2024-01-31 | Journal article
Part of ISSN: 1424-8220
Contributors: Venkata K. V. V. Bathalapalli; Saraju P. Mohanty; Elias Kougianos; Vasanth Iyer; Bibhudutta Rout
Source: Self-asserted source
Vasanth Iyer

PUFchain 4.0: Integrating PUF-based TPM in Distributed Ledger for Security-by-Design of IoT

2023-06-05 | Conference paper
Contributors: Venkata K. V. V. Bathalapalli; Saraju P. Mohanty; Elias Kougianos; Vasanth Iyer; Bibhudutta Rout
Source: check_circle
Crossref

Multi-Object On-Line Tracking as an Ill-Posed Problem: Ensemble Deep Learning at the Edge for Spatial Re-identification

Lecture Notes in Networks and Systems
2022-07-15 | Book chapter
Part of ISBN: 9783031104633
Part of ISBN: 9783031104640
Part of ISSN: 2367-3370
Part of ISSN: 2367-3389
Source: Self-asserted source
Vasanth Iyer

POWTracker: Spatial Blockchain

Blockchain FinTech Innovation Center
2021-03-22 | Disclosure
Source: Self-asserted source
Vasanth Iyer

Metadata learning of non-visual features: Co-occurrence overlap function for rectangular regions and ground truth data

Proceedings of SPIE - The International Society for Optical Engineering
2020 | Conference paper
EID:

2-s2.0-85085730406

Part of ISBN:

1996756X 0277786X

Contributors: Iyer, V.; Mehmood, A.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

Fast multi-modal reuse: Co-occurrence pre-trained deep learning models

Proceedings of SPIE - The International Society for Optical Engineering
2019 | Conference paper
EID:

2-s2.0-85072572832

Part of ISBN:

1996756X 0277786X

Contributors: Iyer, V.; Aved, A.; Howlett, T.B.; Carlo, J.T.; Mehmood, A.; Pissinou, N.; Iyengar, S.S.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

Autoencoder versus pre-Trained CNN networks: Deep-features applied to accelerate computationally expensive object detection in real-Time video streams

Proceedings of SPIE - The International Society for Optical Engineering
2018 | Conference paper
EID:

2-s2.0-85057308325

Part of ISBN:

1996756X 0277786X

Contributors: Iyer, V.; Aved, A.; Howlett, T.B.; Carlo, J.T.; Abayowa, B.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

STATISTICAL METHODS in AI: RARE EVENT LEARNING USING ASSOCIATIVE RULES and HIGHER-ORDER STATISTICS

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
2015 | Conference paper
EID:

2-s2.0-85048918747

Part of ISBN:

21949050 21949042

Contributors: Iyer, V.; Shetty, S.; Iyengar, S.S.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

Virtual sensor tracking using byzantine fault tolerance and predictive outlier model for complex tasks recognition

Proceedings of SPIE - The International Society for Optical Engineering
2015 | Conference paper
EID:

2-s2.0-84943563804

Part of ISBN:

1996756X 0277786X

Contributors: Iyer, V.; Shetty, S.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

STATISTICAL METHODS IN AI: RARE EVENT LEARNING USING ASSOCIATIVE RULES AND HIGHER-ORDER STATISTICS

isprsannals
2015-07-15 | Conference paper
Source: Self-asserted source
Vasanth Iyer

Ensemble stream model for data-cleaning in sensor networks

ACM AI-Matters
2015-06-07 | Journal article
Source: Self-asserted source
Vasanth Iyer

SPOTLESS: Similarity patterns of trajectories in label-less sensor streams

2013 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2013
2013 | Conference paper
EID:

2-s2.0-84881519750

Contributors: Iyer, V.; Iyengar, S.; Pissinou, N.; Ren, S.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

Modeling unreliable data and sensors: Using event log performance and f-measure attribute selection

Intelligent Sensor Networks: The Integration of Sensor Networks, Signal Processing and Machine Learning
2012 | Book chapter
Part of DOI: 10.1201/b14300
EID:

2-s2.0-85056407328

Contributors: Iyer, V.; Sitharama Iyengar, S.; Pissinou, N.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

Machine learning and dataming algorithms for predicting accidental small forest fires

SENSORCOMM 2011 - 5th International Conference on Sensor Technologies and Applications and WSNSCM 2011, 1st International Workshop on Sensor Networks for Supply Chain Management
2011 | Conference paper
EID:

2-s2.0-84888389473

Contributors: Iyer, V.; Iyengar, S.S.; Paramesh, N.; Murthy, G.R.; Srinivas, M.B.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

Modeling unreliable data and sensors: Analyzing false alarm ratesusing training weighted ranking

Proceedings of the ISCA 24th International Conference on Computer Applications in Industry and Engineering, CAINE 2011
2011 | Conference paper
EID:

2-s2.0-84871949053

Contributors: Iyer, V.; Iyengar, S.S.; Murthy, G.R.; Srinivas, M.B.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

Modeling unreliable data and sensors: Using F-measure attribute performance with test samples from low-cost sensors

Proceedings - IEEE International Conference on Data Mining, ICDM
2011 | Conference paper
EID:

2-s2.0-84857155377

Contributors: Iyer, V.; Iyengar, S.S.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

Needle in a cross-layer sensor stack

International Conference on Advanced Communication Technology, ICACT
2011 | Conference paper
EID:

2-s2.0-79955676234

Contributors: Iyer, V.; Iyengar, S.S.; Murthy, G.R.; Srinathan, K.; Govindarajulu, R.; Srinivas, M.B.; Singh, D.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

STACK: Sparse timing of algorithms using computational knowledge

Lecture Notes in Electrical Engineering
2011 | Book
EID:

2-s2.0-79551550438

Contributors: Iyer, V.; Iyengar, S.S.; Murthy, G.R.; Srinathan, K.; Srinivas, M.B.; Govindarajulu, R.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

STACK: Sparse Timing of Algorithms Using Computational Knowledge

2011 | Journal article
Source: Self-asserted source
Vasanth Iyer

Cognitive model selections in co-existing operation of wireless sensor networks

Proceedings - 2nd International Conference on Computational Intelligence, Modelling and Simulation, CIMSim 2010
2010 | Conference paper
EID:

2-s2.0-79952079386

Contributors: Iyer, V.; Iyengar, S.S.; Murthy, G.R.; Parameswaran, N.; Phoha, V.; Srinivas, M.B.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

Effects of channel SNR in mobile cognitive radios and coexisting deployment of cognitive wireless sensor networks

Conference Proceedings of the IEEE International Performance, Computing, and Communications Conference
2010 | Conference paper
EID:

2-s2.0-79551560949

Contributors: Iyer, V.; Iyengar, S.S.; Murthy, G.R.; Parameswaran, N.; Singh, D.; Srinivas, M.B.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

INSPIRE-DB: Intelligent networks sensor processing of information using resilient encoded-hash dataBase

Proceedings - 4th International Conference on Sensor Technologies and Applications, SENSORCOMM 2010
2010 | Conference paper
EID:

2-s2.0-77957945973

Contributors: Iyer, V.; Iyengar, S.S.; Murthy, G.R.; Srinathan, K.; Phoha, V.; Srinivas, M.B.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

Distributed Compressed Sensing of Sensor Data

2010-08-16 | Journal article
Source: Self-asserted source
Vasanth Iyer

Distributed source coding for sensor data model

International Journal of Simulation: Systems, Science and Technology
2009 | Journal article
EID:

2-s2.0-80052535209

Contributors: Iyer, V.; Iyengar, S.S.; Garimalla, R.M.; Mandalika, S.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

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

Proceedings - 2009 3rd International Conference on Sensor Technologies and Applications, SENSORCOMM 2009
2009 | Conference paper
EID:

2-s2.0-70449468827

Contributors: Iyer, V.; Iyengar, S.S.; Balakrishnan, N.; Phoha, V.; Murthy, G.R.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

Farms: Fusionable Ambient renewable MACS

SAS 2009 - IEEE Sensors Applications Symposium Proceedings
2009 | Conference paper
EID:

2-s2.0-65249119695

Contributors: Iyer, V.; Iyengar, S.; Balakrishnan, N.; Phoha, V.; Srinivas, M.B.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

Multi-hop scheduling and local data link aggregation dependant Qos in modeling and simulation of power-aware wireless sensor networks

Proceedings of the 2009 ACM International Wireless Communications and Mobile Computing Conference, IWCMC 2009
2009 | Conference paper
EID:

2-s2.0-70450230554

Contributors: Iyer, V.; Iyengar, S.S.; Murthy, R.; Hochet, B.; Phoha, V.; Srinivas, M.B.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

C-ERROR simulator for development for sensor and location aware sensing applications

Proceedings of the 3rd International Conference on Sensing Technology, ICST 2008
2008 | Conference paper
EID:

2-s2.0-63049084593

Contributors: Iyer, V.; Murthy, G.R.; Srinivas, M.B.; Hochet, B.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

Entropy based variable rate compression for low-bandwidth multi-media streams

2008 1st International Conference on Distributed Frameworks and Application, DFmA 2008
2008 | Conference paper
EID:

2-s2.0-63749085282

Contributors: Iyer, V.; Garimella, R.M.; Srinivas, M.B.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

Level controlled clustering in wireless sensor networks

Proceedings of the 3rd International Conference on Sensing Technology, ICST 2008
2008 | Conference paper
EID:

2-s2.0-63049099857

Contributors: Murthy, G.R.; Iyer, V.; Radhika, V.B.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

Min loading max reusability fusion classifiers for sensor data model

Proceedings - 2nd Int. Conf. Sensor Technol. Appl., SENSORCOMM 2008, Includes: MESH 2008 Conf. Mesh Networks; ENOPT 2008 Energy Optim. Wireless Sensors Networks, UNWAT 2008 Under Water Sensors Systems
2008 | Conference paper
EID:

2-s2.0-55849131440

Contributors: Iyer, V.; Garimella, R.M.; Srinivas, M.B.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

Training data compression algorithms and reliability in large wireless sensor networks

Proceedings - IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing
2008 | Conference paper
EID:

2-s2.0-50949127037

Contributors: Iyer, V.; Rammurthy, G.; Srinivas, M.B.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

Distributed wirelss sensor network architecture: Fuzzy logic based sensor fusion

New Dimensions in Fuzzy Logic and Related Technologies - Proceedings of the 5th EUSFLAT 2005 Conference
2007 | Conference paper
EID:

2-s2.0-84871956175

Contributors: Murthy, G.R.; Iyer, V.
Source: Self-asserted source
Vasanth Iyer via Scopus - Elsevier

C-ERROR simulator for development for sensor and location aware sensing applications

Journal article
Source: Self-asserted source
Vasanth Iyer

Cognitive Model Selections in Co-existing Operation of Wireless Sensor Networks

Journal article
Source: Self-asserted source
Vasanth Iyer

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

Journal article
Source: Self-asserted source
Vasanth Iyer

Effects of channel SNR in mobile cognitive radios and coexisting deployment of cognitive wireless sensor networks

Journal article
Source: Self-asserted source
Vasanth Iyer

Entropy based variable rate compression for low-bandwidth multi-media streams

Journal article
Source: Self-asserted source
Vasanth Iyer

FARMS: Fusionable ambient renewable MACS

Journal article
Source: Self-asserted source
Vasanth Iyer

INSPIRE-DB: Intelligent Networks Sensor Processing of Information Using Resilient Encoded-Hash DataBase

Journal article
Source: Self-asserted source
Vasanth Iyer

Min Loading Max Reusability Fusion Classifiers for Sensor Data Model

Journal article
Source: Self-asserted source
Vasanth Iyer

Modeling Unreliable Data and Sensors: Using F-measure Attribute Performance with Test Samples from Low-Cost Sensors

Journal article
Source: Self-asserted source
Vasanth Iyer

Multi-hop scheduling and local data link aggregation dependant Qos in modeling and simulation of power-aware wireless sensor networks

Journal article
Source: Self-asserted source
Vasanth Iyer

Training Data Compression Algorithms and Reliability in Large Wireless Sensor Networks

Journal article
Source: Self-asserted source
Vasanth Iyer

Peer review (1 review for 1 publication/grant)

Review activity for Future internet. (1)