Alberto Cerpa

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 11

Top Topics

Energy Management

Reinforcement Learning

Automatic Registration

Predictive Control

Top Venues

BuildSys@SenSys

ACM Trans. Sens. Networks

Publications

Xianzhong Ding, Alberto Cerpa, Wan Du
Exploring Deep Reinforcement Learning for Holistic Smart Building Control. ACM Trans. Sens. Networks 20 (3) (2024)
Hamid Rajabi, Xianzhong Ding, Wan Du, Alberto Cerpa
TODOS: Thermal sensOr Data-driven Occupancy Estimation System for Smart Buildings. BuildSys@SenSys (2023)
Xianzhong Ding, Le Chen, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Zhen Xie, Alberto Cerpa, Wan Du
HPC-GPT: Integrating Large Language Model for High-Performance Computing. SC Workshops (2023)
Xianzhong Ding, Alberto Cerpa, Wan Du
Exploring Deep Reinforcement Learning for Holistic Smart Building Control. CoRR (2023)
Xianzhong Ding, Alberto Cerpa, Wan Du
Multi-zone HVAC Control with Model-Based Deep Reinforcement Learning. CoRR (2023)
Hamid Rajabi, Zhizhang Hu, Xianzhong Ding, Shijia Pan, Wan Du, Alberto Cerpa
MODES: multi-sensor occupancy data-driven estimation system for smart buildings. e-Energy (2022)
Devanshu Kumar, Xianzhong Ding, Wan Du, Alberto Cerpa
Building sensor fault detection and diagnostic system. BuildSys@SenSys (2021)
Xianzhong Ding, Wan Du, Alberto Cerpa
OCTOPUS: Deep Reinforcement Learning for Holistic Smart Building Control. BuildSys@SenSys (2019)
Claudia F. Chitu, Grigore Stamatescu, Alberto Cerpa
Building Occupancy Estimation using Supervised Learning Techniques. ICSTCC (2019)
Grigore Stamatescu, Alex Beltran, Alberto Cerpa
Data-driven Comfort Models for User-centric Predictive Control in Smart Buildings: Poster Abstract. BuildSys@SenSys (2016)
Grigore Stamatescu, Alberto Cerpa
Zone-level agreement by consensus for building thermal energy management. ICCA (2016)
Tao Liu, Alberto Cerpa
Data-driven link quality prediction using link features. ACM Trans. Sens. Networks 10 (2) (2014)
Varick L. Erickson, Miguel Á. Carreira-Perpiñán, Alberto Cerpa
Occupancy Modeling and Prediction for Building Energy Management. ACM Trans. Sens. Networks 10 (3) (2014)
Varick L. Erickson, Alex Beltran, Daniel A. Winkler, Niloufar P. Esfahani, John R. Lusby, Alberto Cerpa
ThermoSense: thermal array sensor networks in building management. SenSys (2013)
Varick L. Erickson, Stefan Achleitner, Alberto Cerpa
POEM: power-efficient occupancy-based energy management system. IPSN (2013)
Ankur Kamthe, Miguel Á. Carreira-Perpiñán, Alberto Cerpa
Improving wireless link simulation using multilevel markov models. ACM Trans. Sens. Networks 10 (1) (2013)
Ankur Kamthe, Miguel Á. Carreira-Perpiñán, Alberto Cerpa
Quick construction of data-driven models of the short-term behavior of wireless links. INFOCOM (2013)
Tao Liu, Alberto Cerpa
TALENT: temporal adaptive link estimator with no training. SenSys (2012)
Siddharth Zaveri, Shane Ross, Varick L. Erickson, Ankur Kamthe, Tao Liu, Alberto Cerpa
Building energy management systems actuated using wireless camera sensor networks. BuildSys@SenSys (2011)
Tao Liu, Alberto Cerpa
Foresee (4C): Wireless link prediction using link features. IPSN (2011)
Ankur Kamthe, Varick L. Erickson, Miguel Á. Carreira-Perpiñán, Alberto Cerpa
Enabling building energy auditing using adapted occupancy models. BuildSys@SenSys (2011)
Varick L. Erickson, Miguel Á. Carreira-Perpiñán, Alberto Cerpa
OBSERVE: Occupancy-based system for efficient reduction of HVAC energy. IPSN (2011)
Ankur Kamthe, Miguel Á. Carreira-Perpiñán, Alberto Cerpa
Adaptation of a Mixture of Multivariate Bernoulli Distributions. IJCAI (2011)
Varick L. Erickson, Ankur Kamthe, Alberto Cerpa
Measuring foot pronation using RFID sensor networks. SenSys (2009)
Lun Jiang, Jyh-How Huang, Ankur Kamthe, Tao Liu, Ian Freeman, John Ledbetter, Shivakant Mishra, Richard Han, Alberto Cerpa
SenSearch: GPS and Witness Assisted Tracking for Delay Tolerant Sensor Networks. ADHOC-NOW (2009)
Ankur Kamthe, Lun Jiang, Matthew Dudys, Alberto Cerpa
SCOPES: Smart Cameras Object Position Estimation System. EWSN (2009)
Ankur Kamthe, Miguel Á. Carreira-Perpiñán, Alberto Cerpa
Wireless link simulations using multi-level Markov models. SenSys (2009)
Lun Jiang, Ankur Kamthe, Alberto Cerpa
A wireless pedestrian tracking network. SenSys (2009)
Tao Liu, Ankur Kamthe, Lun Jiang, Alberto Cerpa
Performance Evaluation of Link Quality Estimation Metrics for Static Multihop Wireless Sensor Networks. SECON (2009)
Ankur Kamthe, Miguel Á. Carreira-Perpiñán, Alberto Cerpa
M&M: multi-level Markov model for wireless link simulations. SenSys (2009)
HyungJune Lee, Alberto Cerpa, Philip Alexander Levis
Improving wireless simulation through noise modeling. IPSN (2007)
Jeff Wright, Stefano Carpin, Alberto Cerpa, German Gavilan, Marcelo Kallmann, Cameron Laird, Kyler Laird, Shawn D. Newsam, David Noelle
Collaboratory: An Open Source Teaching and Learning Facility for Computer Science and Engineering Education. FECS (2007)
Alberto Cerpa, Jennifer L. Wong, Miodrag Potkonjak, Deborah Estrin
Temporal properties of low power wireless links: modeling and implications on multi-hop routing. MobiHoc (2005)
Alberto Cerpa, Jennifer L. Wong, Louane Kuang, Miodrag Potkonjak, Deborah Estrin
Statistical model of lossy links in wireless sensor networks. IPSN (2005)
Deepak Ganesan, Alberto Cerpa, Wei Ye, Yan Yu, Jerry Zhao, Deborah Estrin
Networking issues in wireless sensor networks. J. Parallel Distributed Comput. 64 (7) (2004)
Alberto Cerpa, Deborah Estrin
ASCENT: Adaptive Self-Configuring sEnsor Networks Topologies. IEEE Trans. Mob. Comput. 3 (3) (2004)
Lewis Girod, Jeremy Elson, Alberto Cerpa, Thanos Stathopoulos, Nithya Ramanathan, Deborah Estrin
EmStar: A Software Environment for Developing and Deploying Wireless Sensor Networks. USENIX Annual Technical Conference, General Track (2004)
Jeremy Elson, Alberto Cerpa
Internet Content Adaptation Protocol (ICAP). RFC 3507 (2003)
Alberto Cerpa, Deborah Estrin
ASCENT: Adaptive Self-Configuring sEnsor Networks Topologies.. INFOCOM (2002)
Alberto Cerpa, Deborah Estrin
ASCENT: Adaptive Self-Configuring sEnsor Network Topologies. Comput. Commun. Rev. 32 (1) (2002)
Alberto Cerpa, Jeremy Elson, Michael Hamilton, Jerry Zhao, Deborah Estrin, Lewis Girod
Habitat monitoring: application driver for wireless communications technology. SIGCOMM-LA (2001)
Alberto Cerpa, Jeremy Elson, Deborah Estrin, Lewis Girod, Michael Hamilton, Jerry Zhao
Habitat monitoring: application driver for wireless communications technology. Comput. Commun. Rev. 31 (2-Supplement) (2001)
Ahmed Helmy, Sandeep K. Gupta, Deborah Estrin, Alberto Cerpa, Yan Yu
Systematic Performance Evaluation of Multipoint Protocols CoRR (2000)
Ahmed Helmy, Sandeep K. Gupta, Deborah Estrin, Alberto Cerpa, Yan Yu
Systematic Performance Evaluation of Multipoint Protocols. FORTE (2000)