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ORCIDBradford Campbell
Brad Campbell
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- affiliation: University of Virginia, USA
- affiliation: University of Michigan, USA
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2020 – today
- 2024
[c67]Tushar Routh
, Nurani Saoda, Fateme Nikseresht, Md Fazlay Rabbi Masum Billah, Jiechao Gao, Viswajith Govinda Rajan, Bradford Campbell:
ScreenSense: Screen Activity Detection in Real-World Environments with Indoor Light Sensors. BuildSys 2024- [c66]Wenpeng Wang, Bradford Campbell, Sirajum Munir:
Self-Supervised Contrastive Learning for Camera-to-Radar Knowledge Distillation. DCOSS-IoT 2024: 154-161 - [c65]Tushar K. Routh, Nurani Saoda, Viswajith Govinda Rajan, Bradford Campbell:
Data Efficient Sensing for Daylong Light Exposure Analysis. EnvSys@MobiSys 2024: 7-12 - [c64]Nabeel Nasir, Viswajith Govinda Rajan, Pat Pannuto, Branden Ghena, Bradford Campbell:
Experiences Teaching a Wireless for the Internet of Things Course Co-operatively at Multiple Universities. SIGCSE (1) 2024: 923-929 - [i8]Dong Chen, Arman Hosseini, Arik Smith, Amir Farzin Nikkhah, Arsalan Heydarian, Omid Shoghli, Bradford Campbell:
Performance Evaluation of Real-Time Object Detection for Electric Scooters. CoRR abs/2405.03039 (2024) - [i7]Dong Chen, Arman Hosseini, Arik Smith, David Xiang, Arsalan Heydarian, Omid Shoghli, Bradford Campbell:
Impact of Different Infrastructures and Traffic Scenarios on Behavioral and Physiological Responses of E-scooter Users. CoRR abs/2407.10310 (2024) - [i6]Jiechao Gao, Yuangang Li, Yue Zhao, Brad Campbell:
H-FedSN: Personalized Sparse Networks for Efficient and Accurate Hierarchical Federated Learning for IoT Applications. CoRR abs/2412.06210 (2024) - 2023
- [j5]Guimin Dong, Mingyue Tang, Zhiyuan Wang, Jiechao Gao, Sikun Guo, Lihua Cai, Robert J. Gutierrez, Bradford Campbell, Laura E. Barnes, Mehdi Boukhechba:
Graph Neural Networks in IoT: A Survey. ACM Trans. Sens. Networks 19(2): 47:1-47:50 (2023) - [c63]Mingyue Tang, Jiechao Gao, Guimin Dong, Carl Yang, Bradford Campbell, Brendan Bowman, Jamie Marie Zoellner, Emaad Abdel-Rahman, Mehdi Boukhechba:
øurs: Mobile Sensing based Fluid Overload Detection for End Stage Kidney Disease Patients using _Sensor _Relation _Dual _Autoencoder. CHIL 2023: 133-146 - [c62]Wenpeng Wang, Fateme Nikseresht, Viswajith Govinda Rajan, Jiechao Gao, Bradford Campbell:
Enabling Ubiquitous Occupancy Detection in Smart Buildings: A WiFi FTM-Based Approach. DCOSS-IoT 2023: 256-260 - [c61]Tushar Routh, Nurani Saoda, Md Fazlay Rabbi Masum Billah, Nabeel Nasir, Bradford Campbell:
Sensing Indoor Lighting Environments and Analysing Dimension Reduction for Identification. EnvSys@MobiSys 2023: 19-24 - [c60]Jiechao Gao, Wenpeng Wang, Fateme Nikseresht, Viswajith Govinda Rajan, Bradford Campbell:
PFDRL: Personalized Federated Deep Reinforcement Learning for Residential Energy Management. ICPP 2023: 402-411 - [c59]Fateme Nikseresht, Bradford Campbell:
FTM-Sense: Robust Sensor-free Occupancy Sensing Leveraging WiFi Fine Time Measurement. BuildSys 2023: 140-148 - 2022
- [c58]Nabeel Nasir, Victor Ariel Leal Sobral, Li-Pang Huang, Bradford Campbell:
NexusEdge: Leveraging IoT Gateways for a Decentralized Edge Computing Platform. SEC 2022: 82-95 - [c57]Nurani Saoda, Wenpeng Wang, Md Fazlay Rabbi Masum Billah, Bradford Campbell:
An Energy Supervisor Architecture for Energy-Harvesting Applications. IPSN 2022: 323-336 - [c56]Jiechao Gao, Wenpeng Wang, Bradford Campbell:
Poster Abstract: Residential Energy Management System Using Personalized Federated Deep Reinforcement learning. IPSN 2022: 541-542 - [c55]Victor Ariel Leal Sobral, Nurani Saoda, Ruchir Shah, Wenpeng Wang, Bradford Campbell:
RetroIoT: retrofitting internet of things deployments by hiding data in battery readings. MobiCom 2022: 69-81 - [c54]Tushar Routh, Nurani Saoda, Md Fazlay Rabbi Masum Billah, Brad Campbell:
Low Cost Light Source Identification in Real World Settings. SECON 2022: 226-234 - [c53]Md Fazlay Rabbi Masum Billah, Nurani Saoda, Victor Ariel Leal Sobral, Tushar Routh, Wenpeng Wang, Bradford Campbell:
SolarWalk: smart home occupant identification using unobtrusive indoor photovoltaic harvesters. BuildSys 2022: 178-187 - [c52]Md Fazlay Rabbi Masum Billah, Md Mofijul Islam, Nurani Saoda, Tariq Iqbal, Bradford Campbell:
Fusing Computer Vision and Wireless Signal for Accurate Sensor Localization in AR View. SenSys 2022: 823-824 - [c51]Jiechao Gao, Mingyue Tang, Tianhao Wang, Bradford Campbell:
PFed-LDP: A Personalized Federated Local Differential Privacy Framework for IoT Sensing Data. SenSys 2022: 835-836 - [c50]Nurani Saoda, Md Fazlay Rabbi Masum Billah, Victor Ariel Leal Sobral, Bradford Campbell:
SolarWalk Dataset: Occupant Identification Using Indoor Photovoltaic Harvester Output Voltage. SenSys 2022: 1031-1034 - [i5]Guimin Dong, Mingyue Tang, Zhiyuan Wang, Jiechao Gao, Sikun Guo, Lihua Cai, Robert J. Gutierrez, Bradford Campbell, Laura E. Barnes, Mehdi Boukhechba:
Graph Neural Networks in IoT: A Survey. CoRR abs/2203.15935 (2022) - [i4]Alan Wang, Feng Yi Chang, Siavash Yousefi, Beatrice Li, Brad Campbell, Arsalan Heydarian:
The Hitchiker's Guide to Successful Living Lab Operations. CoRR abs/2212.00008 (2022) - 2021
- [j4]John A. Stankovic, Homa Alemzadeh, Brad Campbell, John C. Lach, Lu Feng, Cody H. Fleming, Jonathan L. Goodall, Toluwalogo Odumosu, Daniel Quinn, Yuan Tian, Kelley Tobler:
A Graduate Curriculum in Cyber-Physical Systems. IEEE Des. Test 38(3): 112-120 (2021) - [c49]Md Fazlay Rabbi Masum Billah, Nurani Saoda, Jiechao Gao, Bradford Campbell:
BLE Can See: A Reinforcement Learning Approach for RF-based Indoor Occupancy Detection. IPSN 2021: 132-147 - [c48]Wenpeng Wang, Zetian Liu, Jiechao Gao, Nurani Saoda, Bradford Campbell:
UbiTrack: enabling scalable & low-cost device localization with onboard wifi. BuildSys 2021: 11-20 - [c47]Tong Wu, Murtadha Aldeer, Tahiya Chowdhury, Amber Haynes, Fateme Nikseresht, Mahsa Pahlavikhah Varnosfaderani, Jiechao Gao, Arsalan Heydarian, Brad Campbell, Jorge Ortiz:
The smart building privacy challenge. BuildSys 2021: 238-239 - [c46]Nabeel Nasir, Bradford Campbell:
Enabling Elasticity on the Edge using Heterogeneous Gateways. SenSys 2021: 395-396 - [c45]Jiechao Gao, Wenpeng Wang, Zetian Liu, Md Fazlay Rabbi Masum Billah, Bradford Campbell:
Decentralized Federated Learning Framework for the Neighborhood: A Case Study on Residential Building Load Forecasting. SenSys 2021: 453-459 - [c44]Victor Ariel Leal Sobral, John C. Lach, Jonathan L. Goodall, Bradford Campbell:
Thermal Energy Harvesting Profiles in Residential Settings. SenSys 2021: 520-523 - [c43]Nurani Saoda, Md Fazlay Rabbi Masum Billah, Bradford Campbell:
Designing a General Purpose Development Platform for Energy-harvesting Applications. SenSys 2021: 581-583 - 2020
- [c42]Ana Nora Evans, Bradford Campbell, Mary Lou Soffa:
Is rust used safely by software developers? ICSE 2020: 246-257 - [c41]Wenpeng Wang, Jianyu Su, Zachary Hicks, Bradford Campbell:
The Standby Energy of Smart Devices: Problems, Progress, & Potential. IoTDI 2020: 164-175 - [c40]Ankur Sarker, Fan Yao, Haiying Shen, Huiying Zhao, Haoran Zhu, Haroon Lone, Laura Barnes, Brad Campbell, Mitchel Rosen:
Deep Learning Based Prediction Towards Designing A Smart Building Assistant System. MASS 2020: 202-210 - [c39]Samyukta Venkat, Marshall Clyburn, Bradford Campbell:
Energy Harvesting Systems Need an Operating System Too. ENSsys@SenSys 2020: 15-21 - [c38]Alan Wang, Jianyu Su, Arsalan Heydarian, Bradford Campbell, Peter A. Beling:
Is my sensor sleeping, hibernating, or broken?: A data-driven monitoring system for indoor energy harvesting sensors. BuildSys 2020: 210-219 - [i3]Ana Nora Evans, Bradford Campbell, Mary Lou Soffa:
Is Rust Used Safely by Software Developers? CoRR abs/2007.00752 (2020)
2010 – 2019
- 2019
- [c37]Md Fazlay Rabbi Masum Billah, Bradford Campbell:
Unobtrusive Occupancy Detection with FastGRNN on Resource-Constrained BLE Devices. DFHS@BuildSys 2019: 1-5 - [c36]Nurani Saoda, Bradford Campbell:
No Batteries Needed: Providing Physical Context with Energy-Harvesting Beacons. ENSsys@SenSys 2019: 15-21 - [c35]Wenpeng Wang, Zachary Hicks, Bradford Campbell:
The Standby Energy in Smart Homes: Problems, Progress, & Potential. BuildSys 2019: 346-347 - [c34]Nabeel Nasir, Bradford Campbell:
An architecture for edge computing over underutilized gateways: demo abstract. SenSys 2019: 382-383 - 2018
- [c33]Pat Pannuto, Wenpeng Wang, Prabal Dutta, Bradford Campbell:
A Modular and Adaptive Architecture for Building Applications with Connected Devices. ICII 2018: 1-12 - [c32]Bradford Campbell, Ye-Sheng Kuo, Prabal Dutta:
From Energy Audits to Monitoring Megawatt Loads: A Flexible and Deployable Power Metering System. IoTDI 2018: 189-200 - [c31]Joshua Adkins, Branden Ghena, Neal Jackson, Pat Pannuto, Samuel Rohrer, Bradford Campbell, Prabal Dutta:
Applications on the signpost platform for city-scale sensing: demo abstract. IPSN 2018: 124-125 - [c30]Joshua Adkins, Branden Ghena, Neal Jackson, Pat Pannuto, Samuel Rohrer, Bradford Campbell, Prabal Dutta:
The signpost platform for city-scale sensing. IPSN 2018: 188-199 - [c29]Pat Pannuto, Benjamin P. Kempke, Bradford Campbell, Prabal Dutta:
Indoor ultra wideband ranging samples from the DecaWave DW1000 including frequency and polarization diversity. DATA@SenSys 2018: 11-12 - [i2]Joshua Adkins, Branden Ghena, Neal Jackson, Pat Pannuto, Samuel Rohrer, Bradford Campbell, Prabal Dutta:
The Signpost Platform for City-Scale Sensing. CoRR abs/1802.07805 (2018) - 2017
- [b1]Bradford Campbell:
Perpetual Sensing: Experiences with Energy-Harvesting Sensor Systems. University of Michigan, USA, 2017 - [c28]Amit Levy, Bradford Campbell, Branden Ghena, Pat Pannuto, Prabal Dutta, Philip Alexander Levis:
The Case for Writing a Kernel in Rust. APSys 2017: 1:1-1:7 - [c27]Joshua Adkins, Bradford Campbell, Branden Ghena, Neal Jackson, Pat Pannuto, Prabal Dutta:
Energy Isolation Required for Multi-tenant Energy Harvesting Platforms. ENSsys@SenSys 2017: 27-30 - [c26]Amit Levy, Bradford Campbell, Branden Ghena, Daniel B. Giffin, Shane Leonard, Pat Pannuto, Prabal Dutta, Philip Alexander Levis:
The Tock Embedded Operating System. SenSys 2017: 45:1-45:2 - [c25]Joshua Adkins, Bradford Campbell, Branden Ghena, Neal Jackson, Pat Pannuto, Samuel Rohrer, Prabal Dutta:
The Signpost Platform for City-Scale Sensing. SenSys 2017: 47:1 - [c24]Amit Levy, Bradford Campbell, Branden Ghena, Daniel B. Giffin, Pat Pannuto, Prabal Dutta, Philip Alexander Levis:
Multiprogramming a 64kB Computer Safely and Efficiently. SOSP 2017: 234-251 - [i1]Bharathan Balaji, Bradford Campbell, Amit Levy, Xiaozhou Li, Addison Mayberry, Nirupam Roy, Vasuki Narasimha Swamy, Longqi Yang, Victor Bahl, Ranveer Chandra, Ratul Mahajan:
Modeling Actuation Constraints for IoT Applications. CoRR abs/1701.01894 (2017) - 2016
- [j3]Bradford Campbell, Meghan Clark, Samuel DeBruin, Branden Ghena, Neal Jackson, Ye-Sheng Kuo, Prabal Dutta:
Perpetual Sensing for the Built Environment. IEEE Pervasive Comput. 15(4): 45-55 (2016) - [c23]Benjamin P. Kempke, Pat Pannuto, Bradford Campbell, Joshua Adkins, Prabal Dutta:
Demo: Eavesdropping on PolyPoint: Scaling High-Precision UWB Indoor Localization. EWSN 2016: 277-278 - [c22]Bradford Campbell, Joshua Adkins, Prabal Dutta:
Cinamin: A Perpetual and Nearly Invisible BLE Beacon. EWSN 2016: 331-332 - [c21]Benjamin P. Kempke, Pat Pannuto, Bradford Campbell, Prabal Dutta:
SurePoint: Exploiting Ultra Wideband Flooding and Diversity to Provide Robust, Scalable, High-Fidelity Indoor Localization. SenSys 2016: 137-149 - [c20]Bradford Campbell, Branden Ghena, Ye-Sheng Kuo, Prabal Dutta:
Swarm Gateway: Demo Abstract. BuildSys 2016: 217-218 - [c19]Amit A. Levy, Bradford Campbell, Branden Ghena, Shane Leonard, Pat Pannuto, Philip Alexander Levis, Prabal Dutta:
Rebooting the Embedded System: Demo Abstract. SenSys 2016: 314-315 - [c18]Joshua Adkins, Bradford Campbell, Branden Ghena, Neal Jackson, Pat Pannuto, Prabal Dutta:
The Signpost Network: Demo Abstract. SenSys 2016: 320-321 - 2015
- [j2]Nicola Dell, Trevor Perrier, Bradford Campbell, Noah Klugman, Thomas Zachariah:
DEV 14 and HotMobile 15. IEEE Pervasive Comput. 14(2): 90- (2015) - [c17]Bradford Campbell, Pat Pannuto, Prabal Dutta:
Interfacing the internet of a trillion things. SWEC@CPSWeek 2015: 42-48 - [c16]Benjamin P. Kempke, Pat Pannuto, Bradford Campbell, Joshua Adkins, Prabal Dutta:
Demo: PolyPoint: High-Precision Indoor Localization with UWB. SenSys 2015: 483-484 - [c15]Joshua Adkins, Bradford Campbell, Samuel DeBruin, Branden Ghena, Benjamin P. Kempke, Noah Klugman, Ye-Sheng Kuo, Deepika Natarajan, Pat Pannuto, Thomas Zachariah, Alan Zhen, Prabal Dutta:
Demo: Michigan's IoT Toolkit. SenSys 2015: 485-486 - [c14]Amit A. Levy, Michael P. Andersen, Bradford Campbell, David E. Culler, Prabal Dutta, Branden Ghena, Philip Alexander Levis, Pat Pannuto:
Ownership is theft: experiences building an embedded OS in rust. PLOS@SOSP 2015: 21-26 - [c13]Thomas Zachariah, Noah Klugman, Bradford Campbell, Joshua Adkins, Neal Jackson, Prabal Dutta:
The Internet of Things Has a Gateway Problem. HotMobile 2015: 27-32 - 2014
- [c12]Meghan Clark, Bradford Campbell, Prabal Dutta:
Deltaflow: submetering by synthesizing uncalibrated pulse sensor streams. e-Energy 2014: 301-311 - [c11]Meghan Clark, Bradford Campbell, Prabal Dutta:
Demonstration abstract: submetering by synthesizing side-channel sensor streams. IPSN 2014: 345-346 - [c10]Bradford Campbell, Prabal Dutta:
Gemini: A Non-invasive, Energy-Harvesting True Power Meter. RTSS 2014: 324-333 - [c9]Bradford Campbell, Branden Ghena, Prabal Dutta:
Energy-harvesting thermoelectric sensing for unobtrusive water and appliance metering. ENSsys@SenSys 2014: 7-12 - [c8]Bradford Campbell, Prabal Dutta:
An energy-harvesting sensor architecture and toolkit for building monitoring and event detection. BuildSys 2014: 100-109 - [c7]Pat Pannuto, Michael P. Andersen, Tom Bauer, Bradford Campbell, Amit Levy, David E. Culler, Philip Alexander Levis, Prabal Dutta:
A networked embedded system platform for the post-mote era. SenSys 2014: 354-355 - 2013
- [c6]Samuel DeBruin, Bradford Campbell, Prabal Dutta:
Monjolo: an energy-harvesting energy meter architecture. SenSys 2013: 18:1-18:14 - [c5]Bradford Campbell, Samuel DeBruin, Meghan Clark, Prabal Dutta:
Disaggregating End Loads with Energy-Harvesting Sensors and Cloud Analytics. BuildSys@SenSys 2013: 40:1-40:2 - [c4]Bradford Campbell, Samuel DeBruin, Prabal Dutta:
Disambiguating household energy-harvesting energy meter data streams. SenSys 2013: 81:1-81:2 - 2012
- [c3]Lohit Yerva, Bradford Campbell, Apoorva Bansal, Thomas Schmid, Prabal Dutta:
Grafting energy-harvesting leaves onto the sensornet tree. IPSN 2012: 197-208 - 2011
- [c2]Lohit Yerva, Apoorva Bansal, Bradford Campbell, Prabal Dutta, Thomas Schmid:
An IEEE 802.15.4-compatible, battery-free, energy-harvesting sensor node. SenSys 2011: 389-390
1980 – 1989
- 1988
- [j1]Brad Campbell, Joseph M. Goodman:
HAM: A General Purpose Hypertext Abstract Machine. Commun. ACM 31(7): 856-861 (1988) - 1987
- [c1]Brad Campbell, Joseph M. Goodman:
HAM: A General-Purpose Hypertext Abstract Machine. Hypertext 1987: 21-32
Coauthor Index
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