Deepak Ganesan

Orcid: 0000-0003-2762-9194

Affiliations:
  • University of Massachusetts Amherst, USA


According to our database1, Deepak Ganesan authored at least 124 papers between 2001 and 2024.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2021, "For contributions to ultra-low power wireless sensing systems".

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
GDTM: An Indoor Geospatial Tracking Dataset with Distributed Multimodal Sensors.
CoRR, 2024

2023
Fabric Pressure Sensors for Fine-Grained Interaction Detection in Plush Toys.
GetMobile Mob. Comput. Commun., December, 2023

Wall Matters: Rethinking the Effect of Wall for Wireless Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., December, 2023

Efficient IoT Inference via Context-Awareness.
CoRR, 2023

Heteroskedastic Geospatial Tracking with Distributed Camera Networks.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

Boosting the Long Range Sensing Potential of LoRa.
Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

Re-thinking computation offload for efficient inference on IoT devices with duty-cycled radios.
Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

Towards Accurate and Scalable Mental Health Screening Technologies for Young Children.
Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

2022
Low-Latency Speculative Inference on Distributed Multi-Modal Data Streams.
GetMobile Mob. Comput. Commun., 2022

EarlyScreen: Multi-scale Instance Fusion for Predicting Neural Activation and Psychopathology in Preschool Children.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

PhyMask: Robust Sensing of Brain Activity and Physiological Signals During Sleep with an All-textile Eye Mask.
ACM Trans. Comput. Heal., 2022

Eulerian Phase-based Motion Magnification for High-Fidelity Vital Sign Estimation with Radar in Clinical Settings.
CoRR, 2022

Embracing LoRa Sensing with Device Mobility.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

LTE-Based Low-Cost and Low-Power Soil Moisture Sensing.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

Design and Deployment of a Multi-Modal Multi-Node Sensor Data Collection Platform.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

FabToys: plush toys with large arrays of fabric-based pressure sensors to enable fine-grained interaction detection.
Proceedings of the MobiSys '22: The 20th Annual International Conference on Mobile Systems, Applications and Services, Portland, Oregon, 27 June 2022, 2022

Eulerian Phase-based Motion Magnification for High-Fidelity Vital Sign Estimation with Radar in Clinical Settings.
Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

Extracting Multimodal Embeddings via Supervised Contrastive Learning for Psychological Screening.
Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, 2022

2021
OpiTrack: A Wearable-based Clinical Opioid Use Tracker with Temporal Convolutional Attention Networks.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

LTE-based Pervasive Sensing Across Indoor and Outdoor.
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

COCOON: A Conductive Substrate-based Coupled Oscillator Network for Wireless Communication.
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

Joint prediction of cocaine craving and euphoria using structured prediction energy networks.
Proceedings of the DigiBiom@MobiSys '21: Proceedings of the 2021 Workshop on Future of Digital Biomarkers, 2021

MIXIQ: re-thinking ultra-low power receiver design for next-generation on-body applications.
Proceedings of the ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking, 2021

Optimizing Intelligent Edge-clouds with Partitioning, Compression and Speculative Inference.
Proceedings of the 2021 IEEE Military Communications Conference, 2021

2020
Continuous Measurement of Interactions with the Physical World with a Wrist-Worn Backscatter Reader.
ACM Trans. Internet Things, 2020

Phyjama: Physiological Sensing via Fiber-enhanced Pyjamas.
GetMobile Mob. Comput. Commun., 2020

Towards Objection Detection Under IoT Resource Constraints: Combining Partitioning, Slicing and Compression.
Proceedings of the AIChallengeIoT@SenSys 2020: Proceedings of the 2nd International Workshop on Challenges in Artificial Intelligence and Machine Learning for Internet of Things, 2020

Redefining passive in backscattering with commodity devices.
Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

CLIO: enabling automatic compilation of deep learning pipelines across IoT and cloud.
Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

Respiratory Rate Monitoring in Clinical Environments with a Contactless Ultra-Wideband Impulse Radar-based Sensor System.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

2019
Mobile Sensing of Alertness, Sleep, and Circadian Rhythm: Hardware & Software Platforms.
GetMobile Mob. Comput. Commun., 2019

W!NCE: Unobtrusive Sensing of Upper Facial Action Units with EOG-based Eyewear.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

On-body Sensing of Cocaine Craving, Euphoria and Drug-Seeking Behavior Using Cardiac and Respiratory Signals.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

The Case for Robust Adaptation: Autonomic Resource Management is a Vulnerability.
Proceedings of the 2019 IEEE Military Communications Conference, 2019

iLid: eyewear solution for low-power fatigue and drowsiness monitoring.
Proceedings of the 11th ACM Symposium on Eye Tracking Research & Applications, 2019

W!NCE: eyewear solution for upper face action units monitoring.
Proceedings of the 11th ACM Symposium on Eye Tracking Research & Applications, 2019

Hierarchical Active Learning for Model Personalization in the Presence of Label Scarcity.
Proceedings of the 16th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2019

2018
Toward an Internet of Battlefield Things: A Resilience Perspective.
Computer, 2018

Polymorphic radios: a new design paradigm for ultra-low power communication.
Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, 2018

Fabric as a Sensor: Towards Unobtrusive Sensing of Human Behavior with Triboelectric Textiles.
Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems, SenSys 2018, 2018

Executing Analytics and Fusion Workloads on Transient Computing Resources in Tactical Environments.
Proceedings of the 2018 IEEE Military Communications Conference, 2018


2017
Center of Excellence for Mobile Sensor Data-to-Knowledge (MD2K).
IEEE Pervasive Comput., 2017

iLid: Low-power Sensing of Fatigue and Drowsiness Measures on a Computational Eyeglass.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

Glimpse: A Programmable Early-Discard Camera Architecture for Continuous Mobile Vision.
Proceedings of the 15th Annual International Conference on Mobile Systems, 2017

iSchedule: Campus-scale HVAC Scheduling via Mobile WiFi Monitoring.
Proceedings of the Eighth International Conference on Future Energy Systems, 2017

Development of a Wrist-Worn Sensor to Improve Medication Adherence: Designing for Diverse User Behaviors and Technology Preferences.
Proceedings of the AMIA 2017, 2017

Detecting Eating and Smoking Behaviors Using Smartwatches.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017

2016
THE "I" IN THE EYE.
GetMobile Mob. Comput. Commun., 2016

Enabling Practical Backscatter Communication for On-body Sensors.
Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

Braidio: An Integrated Active-Passive Radio for Mobile Devices with Asymmetric Energy Budgets.
Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

JoyTag: a battery-less videogame controller exploiting RFID backscattering: demo.
Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, 2016

Domain adaptation methods for improving lab-to-field generalization of cocaine detection using wearable ECG.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

CIDER: enhancing the performance of computational eyeglasses.
Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications, 2016

2015
EkhoNet: High-Speed Ultra Low-Power Backscatter for Next Generation Sensors.
GetMobile Mob. Comput. Commun., 2015

Center of excellence for mobile sensor data-to-knowledge (MD2K).
J. Am. Medical Informatics Assoc., 2015

Laissez-Faire: Fully Asymmetric Backscatter Communication.
Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

CIDER: Enabling Robustness-Power Tradeoffs on a Computational Eyeglass.
Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 2015

Towards Ultra-low Power Wearable Health Sensing with Sparse Sampling and Asymmetric Communication.
Proceedings of the 2015 Workshop on Wireless of the Students, 2015

2014
Leveraging Interleaved Signal Edges for Concurrent Backscatter.
ACM SIGMOBILE Mob. Comput. Commun. Rev., 2014

Enabling Bit-by-Bit Backscatter Communication in Severe Energy Harvesting Environments.
Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation, 2014

RisQ: recognizing smoking gestures with inertial sensors on a wristband.
Proceedings of the 12th Annual International Conference on Mobile Systems, 2014

iShadow: design of a wearable, real-time mobile gaze tracker.
Proceedings of the 12th Annual International Conference on Mobile Systems, 2014

iShadow: the computational eyeglass system.
Proceedings of the Eye Tracking Research and Applications, 2014

Conditional random fields for morphological analysis of wireless ECG signals.
Proceedings of the 5th ACM Conference on Bioinformatics, 2014

2013
Leveraging graphical models to improve accuracy and reduce privacy risks of mobile sensing.
Proceedings of the 11th Annual International Conference on Mobile Systems, 2013

Embedded NFC protection and forensics for mobile phones with EnGarde.
Proceedings of the 11th Annual International Conference on Mobile Systems, 2013

EnGarde: protecting the mobile phone from malicious NFC interactions.
Proceedings of the 11th Annual International Conference on Mobile Systems, 2013

Practical prediction and prefetch for faster access to applications on mobile phones.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Detecting cocaine use with wearable electrocardiogram sensors.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Wirelessly powered bistable display tags.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

QuarkOS: Pushing the Operating Limits of Micro-Powered Sensors.
Proceedings of the 14th Workshop on Hot Topics in Operating Systems, 2013

Labor dynamics in a mobile micro-task market.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

Detecting Signatures of Cocaine Using On-Body Sensors.
Proceedings of the AMIA 2013, 2013

2012
BLINK: a high throughput link layer for backscatter communication.
Proceedings of the 10th International Conference on Mobile Systems, 2012

Fast app launching for mobile devices using predictive user context.
Proceedings of the 10th International Conference on Mobile Systems, 2012

Demo: NFC-based sensor data caching.
Proceedings of the 10th International Conference on Mobile Systems, 2012

Flit: a bulk transmission protocol for RFID-scale sensors.
Proceedings of the 10th International Conference on Mobile Systems, 2012

TruCentive: A game-theoretic incentive platform for trustworthy mobile crowdsourcing parking services.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

The Role of Super Agents in Mobile Crowdsourcing.
Proceedings of the 4th Human Computation Workshop, 2012

2011
Anticipatory wireless bitrate control for blocks.
Proceedings of the 3rd ACM workshop on Wireless of the students, 2011

Exploring micro-incentive strategies for participant compensation in high-burden studies.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

2010
An adaptive link layer for heterogeneous multi-radio mobile sensor networks.
IEEE J. Sel. Areas Commun., 2010

Exploiting the Interplay between Memory and Flash Storage in Embedded Sensor Devices.
Proceedings of the 16th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2010

CrowdSearch: exploiting crowds for accurate real-time image search on mobile phones.
Proceedings of the 8th International Conference on Mobile Systems, 2010

On the limits of effective hybrid micro-energy harvesting on mobile CRFID sensors.
Proceedings of the 8th International Conference on Mobile Systems, 2010

2009
Ultra-low power data storage for sensor networks.
ACM Trans. Sens. Networks, 2009

PRESTO: feedback-driven data management in sensor networks.
IEEE/ACM Trans. Netw., 2009

Estimating clock uncertainty for efficient duty-cycling in sensor networks.
IEEE/ACM Trans. Netw., 2009

Lazy-Adaptive Tree: An Optimized Index Structure for Flash Devices.
Proc. VLDB Endow., 2009

mCrowd: a platform for mobile crowdsourcing.
Proceedings of the 7th International Conference on Embedded Networked Sensor Systems, 2009

Hybrid-powered RFID sensor networks.
Proceedings of the 7th International Conference on Embedded Networked Sensor Systems, 2009

Block-switched Networks: A New Paradigm for Wireless Transport.
Proceedings of the 6th USENIX Symposium on Networked Systems Design and Implementation, 2009

An Adaptive Link Layer for Range Diversity in Multi-Radio Mobile Sensor Networks.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Cluster-Swap: A Distributed K-median Algorithm for Sensor Networks.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2009

2008
Distributed image search in camera sensor networks.
Proceedings of the 6th International Conference on Embedded Networked Sensor Systems, 2008

Design and Implementation of a Dual-Camera Wireless Sensor Network for Object Retrieval.
Proceedings of the 7th International Conference on Information Processing in Sensor Networks, 2008

Using organization knowledge to improve routing performance in wireless multi-agent networks.
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

2007
Multi-user data sharing in radar sensor networks.
Proceedings of the 5th International Conference on Embedded Networked Sensor Systems, 2007

Adaptive Control of Duty Cycling in Energy-Harvesting Wireless Sensor Networks.
Proceedings of the Fourth Annual IEEE Communications Society Conference on Sensor, 2007

Triage: balancing energy and quality of service in a microserver.
Proceedings of the 5th International Conference on Mobile Systems, 2007

Aging in place: fall detection and localization in a distributed smart camera network.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Approximate Initialization of Camera Sensor Networks.
Proceedings of the Wireless Sensor Networks, 2007

Rethinking Data Management for Storage-centric Sensor Networks.
Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

2006
Power-efficient sensor placement and transmission structure for data gathering under distortion constraints.
ACM Trans. Sens. Networks, 2006

Capsule: an energy-optimized object storage system for memory-constrained sensor devices.
Proceedings of the 4th International Conference on Embedded Networked Sensor Systems, 2006

A storage-centric camera sensor network.
Proceedings of the 4th International Conference on Embedded Networked Sensor Systems, 2006

Ultra-low power data storage for sensor networks.
Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006

Snapshot: A Self-Calibration Protocol for Camera Sensor Networks.
Proceedings of the 3rd International Conference on Broadband Communications, 2006

2005
Multiresolution storage and search in sensor networks.
ACM Trans. Storage, 2005

Rate-adaptive time synchronization for long-lived sensor networks.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2005

Estimating clock uncertainty for efficient duty-cycling in sensor networks.
Proceedings of the 3rd International Conference on Embedded Networked Sensor Systems, 2005

TSAR: a two tier sensor storage architecture using interval skip graphs.
Proceedings of the 3rd International Conference on Embedded Networked Sensor Systems, 2005

The case for multi-tier camera sensor networks.
Proceedings of the Network and Operating System Support for Digital Audio and Video, 2005

<i>SensEye</i>: a multi-tier camera sensor network.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

On the interaction of data representation and routing in sensor networks.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

PRESTO: A Predictive Storage Architecture for Sensor Networks.
Proceedings of HotOS'05: 10th Workshop on Hot Topics in Operating Systems, 2005

2004
Networking issues in wireless sensor networks.
J. Parallel Distributed Comput., 2004

Coping with irregular spatio-temporal sampling in sensor networks.
Comput. Commun. Rev., 2004

A wireless sensor network For structural monitoring.
Proceedings of the 2nd International Conference on Embedded Networked Sensor Systems, 2004

2003
Dimensions: why do we need a new data handling architecture for sensor networks?
Comput. Commun. Rev., 2003

An evaluation of multi-resolution storage for sensor networks.
Proceedings of the 1st International Conference on Embedded Networked Sensor Systems, 2003

2001
Highly-resilient, energy-efficient multipath routing in wireless sensor networks.
ACM SIGMOBILE Mob. Comput. Commun. Rev., 2001

Building Efficient Wireless Sensor Networks with Low-Level Naming.
Proceedings of the 18th ACM Symposium on Operating System Principles, 2001


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