Bradford Campbell

Orcid: 0000-0002-4103-8107

Affiliations:
  • University of Virginia, USA
  • University of Michigan, USA


According to our database1, Bradford Campbell authored at least 68 papers between 1988 and 2024.

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Bibliography

2024
Experiences Teaching a Wireless for the Internet of Things Course Co-operatively at Multiple Universities.
Proceedings of the 55th ACM Technical Symposium on Computer Science Education, 2024

2023
Graph Neural Networks in IoT: A Survey.
ACM Trans. Sens. Networks, May, 2023

FTM-Sense: Robust Sensor-free Occupancy Sensing Leveraging WiFi Fine Time Measurement.
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

PFDRL: Personalized Federated Deep Reinforcement Learning for Residential Energy Management.
Proceedings of the 52nd International Conference on Parallel Processing, 2023

øurs: Mobile Sensing based Fluid Overload Detection for End Stage Kidney Disease Patients using _Sensor _Relation _Dual _Autoencoder.
Proceedings of the Conference on Health, Inference, and Learning, 2023

2022
The Hitchiker's Guide to Successful Living Lab Operations.
CoRR, 2022

<i>SolarWalk</i> Dataset: Occupant Identification Using Indoor Photovoltaic Harvester Output Voltage.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

PFed-LDP: A Personalized Federated Local Differential Privacy Framework for IoT Sensing Data.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

SolarWalk: smart home occupant identification using unobtrusive indoor photovoltaic harvesters.
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

Fusing Computer Vision and Wireless Signal for Accurate Sensor Localization in AR View.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

Low Cost Light Source Identification in Real World Settings.
Proceedings of the 19th Annual IEEE International Conference on Sensing, 2022

RetroIoT: retrofitting internet of things deployments by hiding data in battery readings.
Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

An Energy Supervisor Architecture for Energy-Harvesting Applications.
Proceedings of the 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, 2022

Poster Abstract: Residential Energy Management System Using Personalized Federated Deep Reinforcement learning.
Proceedings of the 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, 2022

NexusEdge: Leveraging IoT Gateways for a Decentralized Edge Computing Platform.
Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

2021
A Graduate Curriculum in Cyber-Physical Systems.
IEEE Des. Test, 2021

The smart building privacy challenge.
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

UbiTrack: enabling scalable & low-cost device localization with onboard wifi.
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

Thermal Energy Harvesting Profiles in Residential Settings.
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

Designing a General Purpose Development Platform for Energy-harvesting Applications.
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

Enabling Elasticity on the Edge using Heterogeneous Gateways.
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

Decentralized Federated Learning Framework for the Neighborhood: A Case Study on Residential Building Load Forecasting.
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

BLE Can See: A Reinforcement Learning Approach for RF-based Indoor Occupancy Detection.
Proceedings of the IPSN '21: The 20th International Conference on Information Processing in Sensor Networks, 2021

2020
Is my sensor sleeping, hibernating, or broken?: A data-driven monitoring system for indoor energy harvesting sensors.
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

Energy Harvesting Systems Need an Operating System Too.
Proceedings of the 8th International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems, 2020

Deep Learning Based Prediction Towards Designing A Smart Building Assistant System.
Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020

The Standby Energy of Smart Devices: Problems, Progress, & Potential.
Proceedings of the Fifth IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2020

Is rust used safely by software developers?
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

2019
The Standby Energy in Smart Homes: Problems, Progress, & Potential.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

No Batteries Needed: Providing Physical Context with Energy-Harvesting Beacons.
Proceedings of the 7th International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems, 2019

An architecture for edge computing over underutilized gateways: demo abstract.
Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

Unobtrusive Occupancy Detection with FastGRNN on Resource-Constrained BLE Devices.
Proceedings of the 1st ACM International Workshop on Device-Free Human Sensing, 2019

2018
Indoor ultra wideband ranging samples from the DecaWave DW1000 including frequency and polarization diversity.
Proceedings of the First Workshop on Data Acquisition To Analysis, 2018

The signpost platform for city-scale sensing.
Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2018

Applications on the signpost platform for city-scale sensing: demo abstract.
Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2018

From Energy Audits to Monitoring Megawatt Loads: A Flexible and Deployable Power Metering System.
Proceedings of the 2018 IEEE/ACM Third International Conference on Internet-of-Things Design and Implementation, 2018

A Modular and Adaptive Architecture for Building Applications with Connected Devices.
Proceedings of the IEEE International Conference on Industrial Internet, 2018

2017
Perpetual Sensing: Experiences with Energy-Harvesting Sensor Systems.
PhD thesis, 2017

Modeling Actuation Constraints for IoT Applications.
CoRR, 2017

Multiprogramming a 64kB Computer Safely and Efficiently.
Proceedings of the 26th Symposium on Operating Systems Principles, 2017

The Tock Embedded Operating System.
Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017

Energy Isolation Required for Multi-tenant Energy Harvesting Platforms.
Proceedings of the Fifth ACM International Workshop on Energy Harvesting and Energy-Neutral Sensing Systems, 2017

The Case for Writing a Kernel in Rust.
Proceedings of the 8th Asia-Pacific Workshop on Systems, Mumbai, India, September 2, 2017, 2017

2016
Perpetual Sensing for the Built Environment.
IEEE Pervasive Comput., 2016

Rebooting the Embedded System: Demo Abstract.
Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

SurePoint: Exploiting Ultra Wideband Flooding and Diversity to Provide Robust, Scalable, High-Fidelity Indoor Localization.
Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

Swarm Gateway: Demo Abstract.
Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

The Signpost Network: Demo Abstract.
Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

Demo: Eavesdropping on PolyPoint: Scaling High-Precision UWB Indoor Localization.
Proceedings of the International Conference on Embedded Wireless Systems and Networks, 2016

Cinamin: A Perpetual and Nearly Invisible BLE Beacon.
Proceedings of the International Conference on Embedded Wireless Systems and Networks, 2016

2015
DEV 14 and HotMobile 15.
IEEE Pervasive Comput., 2015

The Internet of Things Has a Gateway Problem.
Proceedings of the 16th International Workshop on Mobile Computing Systems and Applications, 2015

Ownership is theft: experiences building an embedded OS in rust.
Proceedings of the 8th Workshop on Programming Languages and Operating Systems, 2015

Demo: PolyPoint: High-Precision Indoor Localization with UWB.
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

Demo: Michigan's IoT Toolkit.
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

Interfacing the internet of a trillion things.
Proceedings of the Second International Workshop on the Swarm at the Edge of the Cloud, 2015

2014
A networked embedded system platform for the post-mote era.
Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems, 2014

Energy-harvesting thermoelectric sensing for unobtrusive water and appliance metering.
Proceedings of the 2nd International Workshop on Energy Neutral Sensing Systems, 2014

An energy-harvesting sensor architecture and toolkit for building monitoring and event detection.
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

Gemini: A Non-invasive, Energy-Harvesting True Power Meter.
Proceedings of the IEEE 35th IEEE Real-Time Systems Symposium, 2014

Demonstration abstract: submetering by synthesizing side-channel sensor streams.
Proceedings of the IPSN'14, 2014

Deltaflow: submetering by synthesizing uncalibrated pulse sensor streams.
Proceedings of the Fifth International Conference on Future Energy Systems, 2014

2013
Monjolo: an energy-harvesting energy meter architecture.
Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

Disambiguating household energy-harvesting energy meter data streams.
Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

Disaggregating End Loads with Energy-Harvesting Sensors and Cloud Analytics.
Proceedings of the BuildSys 2013, 2013

2012
Grafting energy-harvesting leaves onto the sensornet tree.
Proceedings of the 11th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2012), 2012

2011
An IEEE 802.15.4-compatible, battery-free, energy-harvesting sensor node.
Proceedings of the 9th International Conference on Embedded Networked Sensor Systems, 2011

1988
HAM: A General Purpose Hypertext Abstract Machine.
Commun. ACM, 1988


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