Publications

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178 entries « 1 of 4 »

2019

1.

Prasanth, V; Parekhji, Rubin; Amrutur, Bharadwaj

Perturbation based workload augmentation for comprehensive functional safety analysis Conference Forthcoming

Proceedings of the 32nd International Conference on VLSI Design and 18th International Conference on Embedded Systems, 05.-09.01.19, New Delhi, Forthcoming.

BibTeX | Tags: Systems Engineering

2.

George, Jude Baby; Abraham, Grace; Amrutur, Bharadwaj; Sikdar, Sujit

Random neuronal networks show homeostatic regulation of global activity while showing persistent changes in specific connectivity paths to theta burst stimuli Journal Article Forthcoming

Nature Scientific Reports, Forthcoming.

BibTeX | Tags: Health

3.

Nayak, Ashika; Kundu, Atreyee

Stabilizing switching signals for discrete-time switched linear systems: A unifying framework Conference Forthcoming

Proceedings of the Fifth Indian Control Conference (ICC), 09.-11.01.19, New Delhi, Forthcoming.

BibTeX | Tags: Control and Optimisation and Policy

2018

4.

Ramaswamy, Arunselvan; Bhatnagar, Shalabh

Analysis of gradient descent methods with nondiminishing bounded errors Journal Article

IEEE Transactions on Automatic Control, 63 (5), pp. 1465-1471, 2018.

Abstract | BibTeX | Tags: Computer Science and Automation | Links:

5.

Krishnapuram, Raghu; Rajkumar, Arun; Acharya, Adithya; Dhara, Nikhil; Goudar, Manjunath; Sarashetti, Akshay P

Online domain adaptation by exploiting labeled features and pro-active learning Conference

Proceedings of the 2018 ACM India Joint International Conference on Data Science and Management of Data (CoDS-COMAD), 11.-13.01.18, Goa, 2018.

Abstract | BibTeX | Tags: Machine Learning | Links:

6.

Lakshminarayanan, Chandrashekar; Bhatnagar, Shalabh; Szepesvári, Csaba

A linearly relaxed approximate linear program for Markov decision processes Journal Article

IEEE Transactions on Automatic Control, 63 (4), pp. 1185-1191, 2018.

Abstract | BibTeX | Tags: Computer Science and Automation | Links:

7.

Raseena, K T; Ghosh, Prasanta Kumar

A maximum likelihood formulation to exploit heart rate variability for robust heart rate estimation from facial video Conference Forthcoming

Proceedings of the 40th International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018), 17.-21.07., Honolulu (USA), Forthcoming.

Abstract | BibTeX | Tags: Electrical Engineering

8.

Karanjkar, Neha; Desai, Madhav; Bhatnagar, Shalabh

A simulation-based technique for continuous-space embedding of discrete-parameter queueing systems Conference Forthcoming

Proceedings of the 32nd European Simulation and Modelling Conference (ESM), 24.-26.10.18, Ghent (Belgium), Forthcoming.

Abstract | BibTeX | Tags: Control and Optimisation and Policy

9.

Joglekar, Ashish; Rawat, Alok; Rajaraman, Vasanth; Amrutur, Bharadwaj; Mony, Prem; Thankachan, Prashanth; Raj, Tony; Rao, Suman

A wearable sensor for monitoring Kangaroo Mother Care for premature neonates Conference Forthcoming

Proceedings of the IEEE Sensors 2018 Conference, 28.-31.10.18, New Delhi, Forthcoming.

BibTeX | Tags: Remote Neonatal Monitoring and Intervention

10.

Kallatt, Sangeeth; Nair, Smitha; Majumdar, Kausik

Asymmetrically encapsulated vertical ITO/MoS2/Cu2O photodetector with ultrahigh sensitivity Journal Article

Small: Micro and Nano, 14 (3), pp. 1-7, 2018.

Abstract | BibTeX | Tags: Photonics | Links:

11.

Gulhare, Siddhartha; Verma, Ashish; Chakroborty, Partha

Comparison of pedestrian data of single file movement collected from controlled pedestrian experiment and from field in mass religious gathering Journal Article

Collective Dynamics, 3 , pp. A16: 1-14, 2018.

Abstract | BibTeX | Tags: The Kumbh Mela Experiment | Links:

12.

Rao, Suman; Thankachan, Prashanth; Amrutur, Bharadwaj; Washington, Maryann; Mony, Prem

Continuous, real-time monitoring of neonatal position and temperature during Kangaroo Mother Care using a wearable sensor: A techno-feasibility pilot study Journal Article

Pilot and Feasibility Studies, 99 (4), pp. 1-7, 2018.

Abstract | BibTeX | Tags: Health, Remote Neonatal Monitoring and Intervention | Links:

13.

Rathod, Nihesh; Subramanian, Renu; Sundaresan, Rajesh

Data-driven and GIS-based coverage estimation in a heterogeneous propagation environment Conference Forthcoming

Proceedings of the 2018 IEEE Global Communications Conference: Selected Areas in Communications: Internet of Things, 9.-13.12.18, Abu Dhabi (UAE), Forthcoming.

BibTeX | Tags: Electrical Communications Engineering

14.

Karanjkar, Neha; Joglekar, Ashish; Mohanty, Sampad; Prabu, Venkatesh; D., Raghunathan; Sundaresan, Rajesh

Digital twin for energy optimization in an SMT-PCB assembly line Conference Forthcoming

Proceedings of the IEEE 2018 International Conference on Internet of Things and Intelligence Systems (IoTAIS), 01.-03.11.18, Bali (Indonesia), Forthcoming.

Abstract | BibTeX | Tags: Industrial Internet of Things

15.

Sawant, Omkar; Bhowmick, Anirban; Sreenivas, Thippur V

Enhanced directional sensitivity using acoustic dish reflector Conference Forthcoming

Proceedings of the International Conference on Signal Processing and Communications (SPCOM 2018), 16.-19.07.18, Bangalore (India), Forthcoming.

Abstract | BibTeX | Tags: Sensing and Actuation Systems | Links:

16.

Kumar, Saurabh; Amrutur, Bharadwaj; Asokan, Sundarrajan

Evaluation of Fiber Bragg Grating sensor interrogation using InGaAs linear detector arrays and Gaussian approximation on embedded hardware Journal Article

Review of Scientific Instruments, 89 (2), 2018.

Abstract | BibTeX | Tags: Fiber Bragg Grating Sensors for Distributed Bio-Chemical Sensing | Links:

17.

Zhou, Enlu; Bhatnagar, Shalabh

Gradient-based adaptive stochastic search for simulation optimization over continuous space Journal Article

INFORMS Journal on Computing, 30 (1), pp. 154-167, 2018.

Abstract | BibTeX | Tags: Computer Science and Automation | Links:

18.

Somasundaran, Biju Venkadath; Soundararajan, Rajiv; Biswas, Soma

Image denoising for image retrieval by cascading a deep quality assessment network Conference Forthcoming

Proceedings of the 2018 IEEE International Conference on Image Processing, 7.-10.10.18, Athens (Greece), Forthcoming.

BibTeX | Tags: Electrical Communications Engineering

19.

Kolathaya, Shishir; James, Aaron D

Input-to-state safety with control barrier functions Journal Article

IEEE Control Systems Letters, 3 (1), pp. 108-113, 2018.

Abstract | BibTeX | Tags: Autonomous Systems | Links:

20.

Ramesh, Rakshit; Acharya, Srikrishna; Rajaraman, Vasanth; Babu, Arun; Joglekar, Ashish; Sharma, Abhay; Amrutur, Bharadwaj; Namekar, Prashant

Interoperable middleware for smartcities - Streetlighting on LoRaWAN as a case study Conference

10th International Conference on Communication Systems and Networks (COMSNETS), 03.-07.01.18, Bangalore, 2018.

Abstract | BibTeX | Tags: Smart City | Links:

21.

Diddigi, Raghuram Bharadwaj; Prabuchandran, K J; Bhatnagar, Shalabh

Novel sensor scheduling scheme for intruder tracking in energy efficient sensor networks Journal Article

IEEE Wireless Communications Letters, pp. 1-4, 2018.

Abstract | BibTeX | Tags: Computer Science and Automation | Links:

22.

George, Jude Baby; Abraham, Grace; Rashid, Zubin; Amrutur, Bharadwaj; Sikdar, Sujit

Random neuronal ensembles can inherently do context dependent coarse conjunctive encoding of input stimulus without any specific training Journal Article

Scientific Reports, 8 , pp. 1-10, 2018.

Abstract | BibTeX | Tags: Systems Engineering | Links:

23.

Mony, Prem; Thankachan, Prashanth; Bhat, Swarnarekha; Rao, Suman; Washington, Maryann; Antony, Sumi; Thomas, Annamma; Nagarajarao, Sheela C; Rao, Hiteshwar; Amrutur, Bharadwaj

Remote biomonitoring of temperatures in mothers and newborns: Design, development and testing of a wearable sensor device in a tertiary-care hospital in southern India Journal Article

BMJ Innovations, pp. 1-8, 2018.

Abstract | BibTeX | Tags: Health, Remote Neonatal Monitoring and Intervention | Links:

24.

K.T., Raseena; Ghosh, Prasanta Kumar

Robust heart rate estimation from facial video based on a maximum likelihood formulation using multiple spectral peaks exploiting heart rate variability Journal Article Forthcoming

Biomedical Signal Processing and Control, Forthcoming.

BibTeX | Tags: Health

25.

Kundu, Atreyee

Stabilizing switched nonlinear systems under restricted switching Conference

Proceedings of the 21st International Conference on Hybrid Systems: Computation and Control (HSCC), 11.-13.04.18, Porto (Portugal), 2018.

Abstract | BibTeX | Tags: Control and Optimisation and Policy | Links:

26.

Yaji, Vinayaka G; Bhatnagar, Shalabh

Stochastic recursive inclusions with non-additive iterate-dependent Markov noise Journal Article

Stochastics. An International Journal of Probability and Stochastic Processes, 90 (3), pp. 330-363, 2018.

Abstract | BibTeX | Tags: Computer Science and Automation | Links:

27.

Karthik, Girija Ramesan; Ghosh, Prasanta Kumar

Subband selection for binaural speech source localization Conference

Proceedings of the 18th Annual Conference of the International Speech Communication Association (INTERSPEECH): Situated Interaction, 20.-24.08.17, Stockholm (Sweden), 2018.

Abstract | BibTeX | Tags: Electrical Engineering | Links:

28.

Karmakar, Prasenjit; Bhatnagar, Shalabh

Two time-scale stochastic approximation with controlled Markov noise and off-policy temporal difference learning Journal Article

Mathematics of Operations Research, 43 (1), pp. 130-151, 2018.

Abstract | BibTeX | Tags: Computer Science and Automation | Links:

29.

Karthika, P S; Aparna, P M; Verma, Ashish

Understanding crowd dynamics at Ghat regions during world's largest mass religious gathering, Kumbh Mela Journal Article

International Journal of Disaster Risk Reduction, 31 , pp. 918-925, 2018.

Abstract | BibTeX | Tags: The Kumbh Mela Experiment | Links:

2017

30.

Sekuboyina, Anjany Kumar; Devarakonda, Surya Teja; Seelamantula, Chandra Sekhar

A convolutional neural network approach for abnormality detection in wireless capsule endoscopy Conference

Proceedings of the 2017 IEEE International Symposium on Biomedical Imaging, 18.-21.04.2017, Melbourne (Australia), 2017.

Abstract | BibTeX | Tags: Cyber Surgery and Remote Patient Care, Health | Links:

31.

Bhargava, Srivatsa; Gorur, Pushkar; Amrutur, Bharadwaj

A distributed object detector-tracker aided video encoder for smart camera networks Conference

Proceedings of the 11th International Conference on Distributed Smart Cameras (ICDSC), 05.-07.09.17, Stanford (USA), 2017.

Abstract | BibTeX | Tags: Efficient architectures and algorithms for distributed video analytics for Smart Cities, Modeling and Simulation and Analytics | Links:

32.

Ramaswamy, Arunselvan; Bhatnagar, Shalabh

A generalization of the Borkar-Meyn theorem for stochastic recursive inclusions Journal Article

Mathematics of Operations Research, 42 (3), pp. 648-661, 2017.

Abstract | BibTeX | Tags: Control and Optimisation and Policy | Links:

33.

Rathod, Nihesh; Subramanian, Renu; Sundaresan, Rajesh

A GIS- and measurement-aided framework for placement of relays in a heterogeneous propagation environment Conference Forthcoming

Proceedings of the 9th International Conference on Communication Systems and Networks (COMSNETS), 04.-08.01.17, Bangalore, Forthcoming.

BibTeX | Tags: Design of large-scale IoT networks, Smart Campus Water Management: Closing the IoT Loop from Network to Knowledge

34.

Joseph, Ajin George; Bhatnagar, Shalabh

A model based search method for prediction in model-free Markov decision process Conference

Proceedings of the 2017 International Joint Conference on Neural Networks (IJCNN), 14.-19.05.17, Anchorage (USA), 2017.

Abstract | BibTeX | Tags: Control and Optimisation and Policy | Links:

35.

Gayarthi, H; Aparna, P M; Verma, Ashish

A review of studies on understanding crowd dynamics in the context of crowd safety in mass religious gatherings Journal Article

International Journal of Disaster Risk Reduction, 2017.

Abstract | BibTeX | Tags: The Kumbh Mela Experiment | Links:

36.

Lakshminarayanan, Chandrashekar; Bhatnagar, Shalabh

A stability criterion for two-timescale stochastic approximation schemes Journal Article

Automatica, 79 , pp. 108-114, 2017.

Abstract | BibTeX | Tags: Control and Optimisation and Policy | Links:

37.

A., Prashanth L; Bhatnagar, Shalabh; Fu, Michael; Marcus, Steve

Adaptive system optimization using random directions stochastic approximation Journal Article

IEEE Transactions on Automatic Control, 62 (5), pp. 2223-2238, 2017.

Abstract | BibTeX | Tags: Control and Optimisation and Policy | Links:

38.

Joseph, Ajin George; Bhatnagar, Shalabh

An incremental fast policy search using a single sample path Conference

Proceedings of the 7th International Conference on Pattern Recognition and Machine Intelligence (PReMI), 05.-08.12.17, Kolkata (India), Lecture Notes in Computer Science 2017.

Abstract | BibTeX | Tags: Machine Learning | Links:

39.

Amrutur, Bharadwaj; Rajaraman, Vasanth; Acharya, Srikrishna; Ramesh, Rakshit; Joglekar, Ashish; Sharma, Abhay; Simmhan, Yogesh; Lele, Abhijit; Mahesh, Ashwin; Sankaran, Sathya

An open Smart City IoT test bed: Street light poles as Smart City spines Conference

Proceedings of the 2nd International Conference on Internet-of-Things Design and Implementation (IoTDI), 18.-21.04.17, Pittsburgh (USA), 2017.

Abstract | BibTeX | Tags: Smart City, Systems Engineering | Links:

40.

Ramaswamy, Arunselvan; Bhatnagar, Shalabh

Analysis of gradient descent methods with non-diminishing bounded errors Journal Article

IEEE Transactions on Automatic Control, 2017.

Abstract | BibTeX | Tags: Control and Optimisation and Policy | Links:

41.

Shyam, Pranav; Gupta, Shubham; Dukkipati, Ambedkar

Attentive recurrent comparators Conference

Proceedings of the 34th International Conference on Machine Learning (ICML 2017), 06.-11.08.17, Sydney (Australia), 70 , 2017.

Abstract | BibTeX | Tags: CyberGut: A Bio-CPS approach to understand gut biology | Links:

42.

Krishnaswamy, S; P.T., Akhil; Arapostathis, A; Shakkottai, S; Sundaresan, Rajesh

Augmenting max-weight with explicit learning for wireless scheduling with switching costs Conference

Proceedings of the 2017 IEEE International Conference on Computer Communications (INFOCOM), 01.-04.05.17, Atlanta (USA), 2017.

Abstract | BibTeX | Tags: Design of large-scale IoT networks | Links:

43.

Kadavankandy, Arun; Avrachenkov, Konstantin; Cottatellucci, Laura; Sundaresan, Rajesh

Belief propagation for subgraph detection with imperfect side-information Conference

Proceedings of the 2017 IEEE International Symposium on Information Theory (ISIT), 25.-30.06.17, Aachen (Germany), 2017.

Abstract | BibTeX | Tags: Modeling and Simulation and Analytics | Links:

44.

Joseph, Ajin George; Bhatnagar, Shalabh

Bounds for off-policy prediction in reinforcement learning Conference

Proceedings of the 2017 International Joint Conference on Neural Networks (IJCNN), 14.-19.05.17, Anchorage (USA), 2017.

Abstract | BibTeX | Tags: Control and Optimisation and Policy, Machine Learning | Links:

45.

Anjana, G R; Kumar, Mohan M S; Amrutur, Bharadwaj

Comparison of different controllers for equitable water supply in water networks Conference

Proceedings of the 15th International Computing & Control for the Water Industry Conference (CCWI), 05.-07.09.17, Sheffield (UK), 2017.

Abstract | BibTeX | Tags: Water | Links:

46.

Sharma, Abhay; Murthy, Chandra R

Computationally tractable algorithms for finding a subset of non-defective items from a large population Journal Article

IEEE Transactions on Information Theory, 63 (11), pp. 7149-7165, 2017.

Abstract | BibTeX | Tags: Sensing and Actuation Systems | Links:

47.

Sundaresan, Rajesh

Developing a framework for using electricity consumption data to drive energy efficiency in the residential sector Technical Report

2017.

BibTeX | Tags: Developing a framework for using electricity consumption data to drive energy efficiency in the residential sector, Energy | Links:

48.

Bora, Ashish; Borkar, Vivek S; Garg, Dinesh; Sundaresan, Rajesh

Edge conductance estimation using MCMC Conference

Proceedings of the 54th Annual Allerton Conference on Communication, Control, and Computing, 27.-30.09.16, Monticello (USA), 2017.

Abstract | BibTeX | Tags: Developing a framework for using electricity consumption data to drive energy efficiency in the residential sector | Links:

49.

Khandelwal, T; Rajwanshi, K; Bharadwaj, P; Garani, S S; Sundaresan, Rajesh

Exploiting appliance state constraints to improve appliance state detection Conference

Proceedings of the 8th ACM International Conference on Future Energy Systems (ACM eEnergy), 16.-19.05.17, Hong Kong (China), (111-120), 2017.

Abstract | BibTeX | Tags: Developing a framework for using electricity consumption data to drive energy efficiency in the residential sector | Links:

50.

Vinerbi, Lorenzo; Babu, Arun

Framework for automation of hazard log management on large critical projects Book Chapter

Bondavalli, Andrea; Branca, Francesco (Ed.): Certifications of Critical Systems – The CECRIS Experience, Chapter 5, pp. 103-115, River Publishers, 2017, ISBN: 9788793519565.

Abstract | BibTeX | Tags: Systems Engineering | Links:

178 entries « 1 of 4 »
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