Publications | Elizabeth M. Belding

2025

L. Koduru, A. Gupta, E. Belding and T. Narechania, "Evaluating the Effects of and Interdependencies among Federal Broadband Funding Programs", The Research Conference on Communications, Information and Internet Policy (TPRC), Sept. 2025.
H. Galperin, F. Bar, A. Gupta, E. Belding, A. Alvarado Rojas, L. Koduru, A. Chavez Penate and Z. Zhou., "Assessing the Distributional Impact of the BEAD Challenge Process", The Research Conference on Communications, Information and Internet Policy (TPRC), Sept. 2025.
V. Srinivasavaradhan, J. Liu and E. Belding, "Broadband Access: Assessing the Interplay Between Wireline, Fixed Wireless, and Mobile Networks in the U.S.", The Research Conference on Communications, Information and Internet Policy (TPRC), Sept. 2025.
Z. Wen, J. Bliton, L. Koduru, E. Belding, T. N. Narechania, A. Gupta and S. Hasan., "Strategic Misreporting in the National Broadband Map", The Research Conference on Communications, Information and Internet Policy (TPRC), Sept. 2025.
Z. Weissman, J. Liu and E. Belding, "The Impact of GEO Satellite Latency on Twitch Live Streams", 3rd International Workshop on Distributed and Integrated Communication, Sensing, and Computing in Space-Air-Ground Integrated Networks for 6G at the ICCCN 2025, August, 2025.
V. Srinivasavaradhan, J. Liu and E. Belding, "5G Performance: A Multidimensional Variability Analysis", Passive and Active Measurement (PAM) Conference, March 2025.

2024

J. Liu, M. Waz, J. Chung, K. Moslehpour, D. Lerner, and E. Belding, "Estimating Video Quality Using Coarse-Grained Features: Insights and Limitations from Gaussian Mixture Models", ACM CoNext, December 2024.
B. Palacios Abad, E. Belding, M. Vigil-Hayes and E. Zegura, "Mending the Fabric: the Contentious, Collaborative Work of Repairing Broadband Maps", ACM CSCW, November 2024. Best Paper Award and Impact Recognition Award.
V. Srinivasavaradhan, O. Park and E. Belding., "Mapping Cellular Network Evolution and Infrastructure Criticality: A Nationwide Analysis", The Research Conference on Communications, Information and Internet Policy (TPRC), Washington D.C., September 2024.
H. Manda, V. Srinivasavaradhan, L. Koduru, K. Zhang, X. Zhou, U. Paul, E. Belding, A. Gupta and T. Narechania, "The Efficacy of the Connect America Fund in Addressing US Internet Access Inequities", ACM Sigcomm, Sydney, Australia, August 2024.
H. Manda, V. Srinivasavaradhan, L. Koduru, K. Zhang, X. Zhou, U. Paul, E. Belding, A. Gupta, T. Narechania, "Measuring Broadband Policy Success", Harvard Law Review Blog, July 16, 2024.
J. Liu, D. Lerner, J. Chung, U. Paul, A.Gupta, E. M. Belding, "Watching Stars in Pixels: The Interplay of Traffic Shaping and YouTube Streaming QoE over GEO Satellite Networks", Passive and Active Measurement (PAM) Conference, March 2024.

2023

U. Paul, V. Gunasekaran, J. Liu, T. Narechania, A. Gupta, and E. Belding, "Decoding the Divide: Analyzing Disparities in Broadband Plans Offered by Major US ISPs", ACM SIGCOMM, New York, NY, September 2023.
H. Jiang, Y. Xie, E. Zegura, E. Belding and S. Yuchi, "Mobile Internet Quality Estimation using Self-Tuning Kernel Regression", Data-centric Machine Learning Research (DMLR) Workshop at ICML 2023, July 2023.

2022

E. Showalter, M. Vigil-Hayes, E. Zegura, R. Sutton and E. Belding, "Pandemic-Influenced Human Mobility on Tribal Lands in California: Data Sparsity and Analytical Precision", PLOS ONE Journal, 17(12), December 2022.
U. Paul, J. Liu, M. Gu, A. Gupta and E. Belding, "The Importance of Contextualization of Crowdsourced Active Speed Test Measurements", ACM Internet Measurement Conference (IMC), Nice, France, October 2022. Best Long Paper Award.
M. Vigil-Hayes, Md. N. Hossain, A. K. Elliot, E. M. Belding and E. Zegura, "LoRaX: Repurposing LoRa as a Low Data Rate Messaging System to Extend Internet Boundaries", ACM COMPASS, Seattle, WA, June 2022.
U. Paul, J. Liu, D. Farias-Llerenas, V. Adarsh, A. Gupta and E. Belding, "Characterizing Internet Access and Quality Inequities in California M-Lab Measurements", ACM COMPASS, Seattle, WA, June 2022.
B. Palacios Abad, E. Belding, M. Vigil-Hayes and E. Zegura., " Note: Towards Community-Empowered Network Data Action ", ACM COMPASS, Seattle, WA, June 2022.
T. Mangla, E. Showalter, V. Adarsh, K. Jones, M. Vigil-Hayes, E. Belding and E. Zegura, "A Tale of Three Datasets: Towards Characterizing Mobile Broadband Access in the United States", Communications of the ACM, 65(3), March 2022.

2021

E. Showalter, M. Vigil-Hayes, E. Zegura, R. Sutton and E. Belding, "Tribal mobility and COVID-19 policies: quantifying the differing effects of social distancing orders across urban, rural, and tribal boundaries", Association for Public Policy Analysis and Management (APPAM), November 2021 (Extended Abstract).
V. Adarsh, M. Nekrasov, U. Paul, T. Mangla, A. Gupta, M. Vigil-Hayes, E. Zegura and E. Belding, "Coverage is Not Binary: Quantifying Mobile Broadband Quality in Urban, Rural and Tribal Contexts ", IEEE ICCCN, July 2021.
V. Adarsh, M. Nekrasov, U. Paul, A. Ermakov, A. Gupta, M. Vigil-Hayes, E. Zegura, E. Belding, "Too Late for Playback: Estimation of Video Stream Quality in Rural and Urban Contexts", Passive and Active Measurement (PAM) Conference, April 2021.
M. Duarte, M. Vigil-Hayes, E. Zegura, E. Belding, I. Masara, J. Case Nevarez, "“As a Squash Plant Grows: Social Textures of Sparse Internet Connectivity in Rural and Tribal Communities"", ACM Transactions on Computer-Human Interaction, 28(3), June 2021.
V. Adarsh, M. Nekrasov, U. Paul, E. Belding, "Estimation of Congestion from Cellular Walled Gardens using Passive Measurements", IEEE Transactions on Mobile Computing, 2021.
E. Showalter, M. Vigil-Hayes, E. Zegura, R. Sutton and E. Belding, "Tribal Mobility and COVID-19: An Urban-Rural Analysis in New Mexico", ACM HotMobile, February 2021.

2020

S. Levy, W. Xiong, E. Belding, and W. Y. Wang, "SafeRoute: Learning to Navigate Streets Safely in an Urban Environment", ACM Transactions on Intelligent Systems and Technology (ACM TIST), 11(6), 2020.
M. Nekrasov, M. Ginier, R. Allen, I. Artamonova, E. Belding., "Impact of 802.15.4 Radio Antenna Orientation on UAS Aerial Data Collection", ICCCN, August 2020.
S. Zannettou, M. ElSherief, E. Belding, S. Nilizadeh and G. Stringhini, "Measuring and Characterizing Hate Speech on News Websites", Web Science, July 2020.
A. Gaut, T. Sun, S. Tang, Y. Huang, J. Qian, M. ElSherief, J. Zhao, D. Mirza, E. Belding, K.-W. Chang and W. Y. Wang, "Towards Understanding Gender Bias in Relation Extraction", ACL, July 5-10, 2020.
U. Paul, A. Ermakov, M. Nekrasov, V. Adarsh and E. Belding, "#Outage: Detecting Power and Communication Outages from Social Networks", The Web Conference (WWW), Taipei, Taiwan, April 2020.

2019

M. Nekrasov, V. Adarsh, U. Paul, E. Showalter, E. Zegura, M. Vigil-Hayes and E. Belding, "Evaluating LTE Coverage and Quality from an Unmanned Aircraft System", 16th International Conference on Mobile Ad-hoc and Smart Systems (IEEE MASS), Monterey, CA, Nov. 2019.
J. Qian, A. Bethke, Y. Liu, E. Belding and W. Y. Wang., "A Benchmark Dataset for Learning to Intervene in Online Hate Speech", EMNLP, Hong Kong, China, November 2019.
V. Adarsh, M. Nekrasov, E. Zegura and E. Belding, "Packet-level Congestion Estimation in LTE Networks using Passive Measurements", ACM Internet Measurement Conference (IMC), Amsterdam, Netherlands, October 2019.
M. Nekrasov, R. Allen, I. Artamonova and E. Belding, "Optimizing 802.15.4 Outdoor IoT Sensor Networks for Aerial Data Collection", Sensors Journal, 19(16):3479, August 2019.
V. Adarsh, P. Schmitt and E. Belding, "MPTCP Performance over Heterogeneous Subpaths", IEEE ICCCN, Valencia, Spain, July 2019.
T. Sun, A. Gaut, S. Tang, Y. Huang, M. ElSherief, J. Zhao, D. Mirza, E. Belding, K.-W. Chang, and W. Y. Wang, "Mitigating Gender Bias in Natural Language Processing: Literature Review", ACL, Florence, Italy, July 2019.
M. Nekrasov, R. Allen and E. Belding, "Performance Analysis of Aerial Data Collection from Outdoor IoT Sensor Networks using 2.4Ghz 802.15.4", 5th ACM Workshop on Micro Aerial Vehicle Networks, Systems, and Applications (DroNet), Seoul, South Korea, June 2019. Best Paper Award.
J. Qian, M. ElSherief, E. Belding and W. Y. Wang, "Learning to Decipher Hate Symbols", 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), Minneapolis, MN, June 2019.
E. Showalter, N. Moghaddas, M. Vigil-Hayes, E. Zegura and E. Belding., "Indigenous Internet: Nuances of Native American Internet Use", ICTD, Ahmenabad, India, January 2019.

2018

M. Nekrasov, D. Iland, M. Metzger, L. Parks and E. Belding, "A user-driven free speech application for anonymous and verified online, public group discourse", Journal of Internet Services and Applications, 9(21), November 2018.
J. Qian, M. ElSherief, E. Belding and W. Y. Wang., "Hierarchical CVAE for Fine-Grained Hate Speech Classification", Proceedings of EMNLP, Brussels, Belguim, November 2018.
P. Schmitt, D. Iland, E. Belding and M. Zheleva, "Cellular and Internet Connectivity for Displaced Populations", Chapter in ICTs for Refugees and Displaced Persons, C. Matiland, Ed., MIT Press, 2018.
M. ElSherief, V. Kulkarni, D. Nguyen, W. Wang and E. Belding, "Hate Lingo: A Target-based Linguistic Analysis of Hate Speech in Social Media", International AAAI Conference on Web and Social Media (ICWSM), June 2018.
M. ElSherief, S. Nilizadeh, D. Nguyen, G. Vigna and E. Belding, "Peer to Peer Hate: Hate Speech Instigators and Their Targets", International AAAI Conference on Web and Social Media (ICWSM), June 2018.
J. Qian, M. ElSherief, E. Belding and W. Wang, "Leveraging Intra-User and Inter-User Representation Learning for Automated Hate Speech Detection", NAACL HLT, New Orleans, LA, June 2018.
P. Schmitt, D. Iland, M. Zheleva and E. Belding., "Third-Party Cellular Congestion Detection and Augmentation", Transactions on Mobile Computing, April 2018.

2017

M. ElSherief, M. Vigil-Hayes, R. Raghavendra and E. Belding, "Whom to Query? Spatially-Blind Participatory Crowdsensing under Budget Constraints", Proceedings of ACM CrowdSenSys, Delft, The Netherlands, November 2017.
M. Vigil-Hayes, E. Belding and E. Zegura, "FiDO: A Community-based Web Browsing Agent and CDN for Challenged Network Environments ", Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 1(3), Sept. 2017.
M. Nekrasov, D. Iland, M. Metzger, Y. Zhao and E. Belding, "SecurePost : Verified Group-Anonymity on Social Media", 7th USENIX Workshop on Free and Open Communications on the Internet (FOCI), Vancouver, CA, August 2017.
M. Nekrasov, L. Parks and E. Belding, "Limits to Internet Freedoms", ACM LIMITS, Santa Barbara, CA, June 2017.
P. Schmitt and E. Belding, "Low On Air: Inherent Wireless Channel Capacity Limitations", ACM LIMITS, Santa Barbara, CA, June 2017.
M. ElSherief, E. Belding and D. Nguyen, "#NotOkay: Understanding Gender-based Violence in Social Media", AAAI Conference on Web and Social Media (ICWSM), Montreal, Canada, May 2017.
M. Vigil-Hayes, M. Duarte, N. D. Parkhurst and E. Belding, "#Indigenous: Tracking the Connective Actions of Native American Advocates on Twitter", ACM CSCW, Portland, OR, February 2017. Best Paper Award Honorable Mention.

2016

P. Schmitt, D. Iland, E. Belding and M. Zheleva, "PhoneHome: Robust Extension of Cellular Coverage", IEEE ICCCN, Waikoloa, HI, August 2016.
P. Schmitt, D. Iland and E. Belding, "SmartCell: Small-Scale Mobile Congestion Awareness", IEEE Communications Magazine special issue on Wireless Technologies for Development, 54(7), pp. 44-50, July 2016.
P. Schmitt and E. Belding, "Navigating Connectivity in Reduced Infrastructure Environments", ACM LIMITS - Computing within Limits, Irvine, CA, June 2016.
P. Schmitt, D. Iland, E. Belding, B. Tomaszewski, Y. Xu and C. Maitland, "Community-Level Access Divides: A Refugee Camp Case Study", ICTD, Ann Arbor, MI, June 2016.
D. Iland and E. Belding, "Dynamic, Data-Driven Optimization of Solar Powered Charging Kiosks for Crisis Response", ISCRAM, Rio de Janiero, Brazil, May 2016.
P. Schmitt, D. Iland, M. Zheleva and E. Belding, "HybridCell: Cellular Connectivity on the Fringes with Demand-Driven Local Cells", Infocom, San Francisco, CA, April 2016.
P. Schmitt, M. Vigil and E. Belding, "Examining MVNO Data Paths and Performance", PAM, Crete, Greece, March 2016.
M. Vigil, E. Belding and M. Rantanen, "Repurposing FM: Radio Nowhere to OSNs Everywhere", ACM CSCW, San Francisco, CA, February 2016

2015

Paul Schmitt, Ramya Raghavendra and Elizabeth Belding, "Internet Media Upload Caching for Poorly-Connected Regions", ACM DEV, London, England, December 2015.
Mai ElSherief and Elizabeth Belding, "The Urban Characteristics of Street Harassment: A First Look", UrbanGIS, Seattle, WA, November 2015.
Mariya Zheleva, Paul Schmitt, Morgan Vigil and Elizabeth M. Belding, "Internet Bandwidth Upgrade: Implications on Performance and Usage in Rural Zambia", Information Technologies and International Development (ITID) Journal, 11(2), Summer 2015.
L. Deek, E. Garcia-Villegas, E. Belding, S.-J. Lee, and K. Almeroth, "A Practical Framework for 802.11 MIMO Rate Adaptation", Elsevier Computer Networks, 83, June 2015, pages 332-348.
Morgan Vigil, Matthew Rantanen and Elizabeth M. Belding, "A First Look at Tribal Web Traffic", WWW, Florence, Italy, May 2015.

2014

Daniel Iland and Elizabeth Belding, "EmergeNet: Robust, Rapidly Deployable Cellular Networks", IEEE Communications Magazine, December 2014.
Lara Deek, Eduardo Garcia-Villegas, Elizabeth Belding, Sung-Ju Lee and Kevin Almeroth, "Intelligent Channel Bonding in 802.11n WLANs", IEEE Transactions on Mobile Computing, 13(6), June 2014.
Veljko Pejovic and Elizabeth Belding, "WhiteRate: A Context-aware Approach to Wireless Rate Adaptation", IEEE Transactions on Mobile Computing, 13(4), April 2014.
Veljko Pejovic, David L. Johnson, Mariya Zheleva, Elizabeth M. Belding and Albert Lysko, "VillageLink: Wide-Area Wireless Coverage", ComsNets, Bangalore, India, January 2014.

2013

David L. Johnson, Elizabeth Belding and Consider Mudenda, "Kwaabana: File Sharing for Rural Networks", ACM DEV, Cape Town, South Africa, December 2013.
Mariya Zheleva, Paul Schmitt, Morgan Vigil and Elizabeth Belding, "The Increased Bandwidth Fallacy: Performance and Usage in Rural Zambia", ACM DEV, Cape Town, South Africa, December 2013.
Mariya Zheleva, Paul Schmitt, Morgan Vigil and Elizabeth Belding, "Community Detection in Cellular Network Traces", International Conference on Information and Communication Technologies and Development (ICTD), Cape Town, South Africa, December 2013.
Mariya Zheleva, Paul Schmitt, Morgan Vigil and Elizabeth Belding, "Bringing Visibility to Rural Users in Cote d’Ivoire", International Conference on Information and Communication Technologies and Development (ICTD), Cape Town, South Africa, December 2013.
Mariya Zheleva, Arghyadip Paul, David L. Johnson and Elizabeth Belding, "Kwiizya: Local Cellular Network Services in Remote Areas", ACM MobiSys, Taipei, Taiwan, June 2013.
Lara Deek, Eduard Garcia-Villegas, Elizabeth M. Belding, S-J Lee and Kevin C. Almeroth, "Joint Rate and Channel Width Adaptation for 802.11 MIMO Wireless Networks", IEEE SECON, New Orleans, LA, June 2013.
Paul Schmitt, Morgan Vigil, Mariya Zheleva, Elizabeth Belding, "Communication flow patterns in the Orange Telecom D4D dataset", NetMob, Boston, MA, May 2013.
Daniel Iland, Don Voita and Elizabeth Belding, "Delay Tolerant Disaster Communication with the One Laptop Per Child XO Laptop", ISCRAM, Baden-Baden, Germany, May 2013.

2012

Veljko Pejovic, David L. Johnson, Mariya Zheleva, Elizabeth Belding, Lisa Parks and Gertjan van Stam, "The Bandwidth Divide: Obstacles to Efficient Broadband Adoption in Rural Sub-Saharan Africa", International Journal of Communications, 6, 2012, 2467-2491.
Sumit Singh, Upamanyu Madhow and Elizabeth M. Belding, "Shaping Throughput Profiles in Multihop Wireless Networks: A Resource Biasing Approach", Transactions on Mobile Computing, 11(3), March 2012.
Abhinav Anand, Veljko Pejovic and Elizabeth M. Belding, "VillageCell: Cost Effective Cellular Connectivity in Rural Areas", International Conference on Information and Communication Technologies and Development (ICTD), Atlanta, GA, March 2012.
David L. Johnson, Veljko Pejovic, Elizabeth M. Belding and Gertjan van Stam, "VillageShare: Facilitating Content Generation and Sharing in Rural Networks", ACM DEV, Atlanta, GA, March 2012.
David L. Johnson, Elizabeth M. Belding and Gertjan van Stam, "Network Traffic Locality in a Rural African Village", International Conference on Information and Communication Technologies and Development (ICTD), Atlanta, GA, March 2012.

2011

Lara Deek, Eduard Garcia-Villegas, Elizabeth M. Belding, S-J Lee and Kevin C. Almeroth, "The Impact of Channel Bonding on 802.11n Network Management", ACM CoNext, Tokyo, Japan, December 2011.
Ramya Raghavendra, Michael Kaminsky, Konstantina Papagiannaki, Srinivasan Seshan and Elizabeth Belding, "IdleChat: Enabling High Bandwidth Real-time Applications in Residential Broadband Networks", ACM Mobile Computing and Communications Review, 15(3), July 2011.
Veljko Pejovic and Elizabeth M. Belding, "A Context-Aware Approach to Wireless Transmission Adaptation.", IEEE SECON, Salt Lake City, UT, June 2011.
David L. Johnson, Veljko Pejovic, Elizabeth M. Belding and Gertjan van Stam, "Traffic Characterization and Internet Usage in Rural Africa", WWW, Hyderabad, India, March 2011.
Prashanth Acharya and Elizabeth Belding, "MARS: Link Layer Rate Selection for Multicast Transmissions in Wireless Mesh Networks", Elsevier Ad hoc Networks Journal, 9(1), January 2011, pp. 48-60.
Vinod Kone, Mariya Zheleva, Mike Wittie, Ben Zhao, Elizabeth M. Belding, Heather Zheng and Kevin C. Almeroth, "AirLab: Consistency, Fidelity and Privacy in Wireless Measurements", ACM Computer Communications Review (CCR), 41(1), pp. 60-65, January 2011.

2010

Prashanth Acharya, Ashish Sharma, Elizabeth Belding, Konstantina Papagiannaki and Kevin Almeroth, "Rate Adaptation in Congested Wireless Networks through Real-time Measurements", IEEE Transactions on Mobile Computing Journal, 9(11), November 2010, pp. 1535-1550.
Ramya Raghavendra, Elizabeth Belding, Konstantina Papagiannaki and Kevin Almeroth, "Unwanted Link Layer Traffic in Large IEEE 802.11 Wireless Networks", IEEE Transactions on Mobile Computing Journal, 9(9), pp. 1212-1225, September 2010.
Veljko Pejovic and Elizabeth Belding, "Energy Efficient Communication in Next Generation Rural-Area Wireless Networks", ACM SIGMOBILE Workshop on Cognitive Wireless Networking (CoRoNet), Chicago, Illinois, September 2010.
David L. Johnson, Elizabeth Belding, Kevin Almeroth and Gertjan van Stam, "Internet Usage and Performance Analysis of a Rural Wireless Network in Macha, Zambia", ACM Networked Systems for Developing Regions (NSDR) Workshop, San Francisco, CA, June 2010.
Ramya Raghavendra and Elizabeth Belding, "Characterizing High Bandwidth Real-Time Video Traffic in Residential Broadband Networks", International Workshop on Wireless Measurements (WinMee), Avignon, France, May 2010.

2009

Amit Jardosh, Konstantina Papagiannaki, Elizabeth M. Belding, Kevin C. Almeroth, Gianluca Iannaccone and Bapi Vinnakota, "Green WLANs: On-Demand WLAN Infrastructures", Mobile Networks and Applications (MONET) Journal special issue on Recent Advances in IEEE 802.11 WLANs, 14(6), December 2009.
Ashish Sharma, Vishnu Navda, Ramachandran Ramjee, Venkat Padmanabhan and Elizabeth M. Belding, "Cool-Tether: Energy Efficient On-the-fly WiFi Hot-spots using Mobile Phones", ACM CoNext, Rome, Italy, December 2009.
Sumit Singh, Federico Ziliotto, Upamanyu Madhow, Elizabeth M. Belding and Mark J. Rodwell, "Blockage and Directivity in 60 GHz Wireless Personal Area Networks: From Cross-Layer Model to Multihop MAC Design", Journal on Selected Areas in Communications special issue on Wireless Personal Area Networks, 27(8), pp. 1400-1413, October 2009.
Mike P. Wittie, Khaled A. Harras, Kevin C. Almeroth, and Elizabeth M. Belding, "On the Implications of Routing Metric Staleness in Delay Tolerant Networks", Computer Communications Journal special issue of Delay and Disruption Tolerant Networking, 32(16), pp. 1685-1780, October 2009.
Veljko Pejovic, Elizabeth M. Belding and Mahesh Marina, "An Energy-Flow Model for Self-Powered Routers and its Application for Energy-Aware Routing", ACM Networked Systems for Developing Regions (NSDR) Workshop, Big Sky, Montana, October 2009.
Ashish Sharma, Elizabeth M. Belding and Charles E. Perkins, "Cell-Share: Opportunistic Use of Cellular Uplink to Augment Rural WiFi Mesh Networks", VTC Fall, Anchorage, AK, September 2009.
Stefan Karpinski, Elizabeth M. Belding, John Gilbert and Kevin Almeroth, "Linear Representation of Network Traffic with Special Application to Wireless Workload Generation", Mobile Networks and Applications (MONET) Journal, 14(4), pp. 368-386, August 2009.
Mike P. Wittie, Kevin C. Almeroth, Elizabeth M. Belding, Ivica Rimac and Volker Hilt, "Internet Service in Developing Regions through Network Coding", IEEE SECON, Rome, Italy, June 2009.
Ashish Sharma and Elizabeth M. Belding, "A Case for Application Aware Channel Access in Wireless Networks", ACM HotMobile, Santa Cruz, CA, February 2009.

2008

Prashanth Aravinda Kumar Acharya, Ashish Sharma, Elizabeth Belding, Kevin Almeroth and Konstantina Papagiannaki, "Congestion-Aware Rate Adaptation in Wireless Networks: A Measurement-Driven Approach", IEEE SECON, San Francisco, CA, June 2008. Nominated for Best Paper Award.
Krishna Ramachandran, Irfan Sheriff, Elizabeth M. Belding and Kevin Almeroth, "A Multi-Radio 802.11 Mesh Network Architecture", Mobile Networks and Applications (MONET) Journal, 13, pp. 132-146, 2008.
Kimaya Mittal, Elizabeth M. Belding and Subhash Suri, "A Game-Theoretic Analysis of Wireless Access Point Selection by Mobile Users", Computer Communications Journal, 31(1), pp. 2049-2062, 2008.
Irfan Sheriff, Prashanth Aravinda Kumar Acharya and Elizabeth M. Belding, "Measurement-driven Admission Control on Wireless Backhaul Networks", Computer Communications Journal, 31(7), pp. 1354-1371, 2008.
Xia Zhou, Shravan Mettu, Heather Zheng and Elizabeth M. Belding, "Traffic-Driven Dynamic Spectrum Auctions", 3rd IEEE Workshop on Network Technologies for Software Defined Radio (SDR) Networks, San Francisco, CA, June 2008.
Ramya Raghavendra, Prashanth Aravinda Kumar Acharya, Elizabeth M. Belding and Kevin C. Almeroth, "Antler: A Multi-Tiered Approach to Automated Wireless Network Management", IEEE Automated Network Management Workshop, Phoenix, AZ, April 2008.
Amit P. Jardosh, Panuakdet Suwannatat, Tobias Hollerer, Elizabeth M. Belding and Kevin Almeroth, "SCUBA: Focus and Context for Real-time Mesh Network Health Diagnosis", Proceedings of the Passive and Active Measurement Conference (PAM), Cleveland, OH, April 2008.
Brett Stone-Gross, Christo Wilson, Kevin Almeroth, Elizabeth M. Belding, Heather Zheng and Konstantina Papagiannaki, "Malware in IEEE 802.11 Wireless Networks", Proceedings of the Passive and Active Measurement Conference (PAM), Cleveland, OH, April 2008.
Sumit Singh, Upamanyu Madhow and Elizabeth M. Belding, "Beyond Proportional Fairness: A Resource Biasing Framework for Shaping Throughput Profiles in Multihop Wireless Networks", Proceedings of IEEE Infocom, Minisymposium, Phoenix, AZ, April 2008.
Ashish Sharma and Elizabeth Belding, "FreeMAC: Framework for Multi-Channel MAC Development on 802.11 Hardware", Workshop on Programmable Routers for Extensible Services of TOmorrow (PRESTO), Seattle, WA, August 2008.

2007

Irfan Sheriff, Prashanth Aravinda Kumar Acharya and Elizabeth M. Belding, "Resource Estimation on Wireless Backhaul Networks", Proceedings of the ICST Wireless Internet Conference (WICON), Austin, TX, October 2007.
Ramya Raghavendra, Elizabeth M. Belding, Konstantina Papagiannaki and Kevin C. Almeroth, "Undestanding Handoffs in Large IEEE 802.11 Wireless Networks", Proceedings of the Internet Measurement Conference (IMC), San Diego, CA, October 2007.
Ian D. Chakeres and Elizabeth M. Belding-Royer, "Perceptive Admission Control for Wireless Network Quality of Service", Ad hoc Networks Journal, 5(7), pp. 1129-1148, 2007.
Stefan Karpinski, Elizabeth M. Belding and Kevin C. Almeroth, "Wireless Traffic: The Failure of CBR Modeling", Proceedings of IEEE Broadnets, Raleigh, NC, September 2007.
Mike P. Wittie, Brett Stone-Gross, Kevin C. Almeroth and Elizabeth M. Belding, "MIST: Cellular Data Network Measurement for Mobile Applications", Proceedings of IEEE Broadnets, Raleigh, NC, September 2007.
Yuan Sun, Elizabeth M. Belding-Royer, Xia Gao and James Kempf, "Real-Time Traffic Support in Heterogeneous Mobile Networks", Wireless Networks (WINET), 13(4), August 2007.
Sumit Singh, Prashanth Kumar Acharya, Upamanyu Madhow and Elizabeth M. Belding-Royer, "Sticky CSMA/CA: Implicit Synchronization and Real-Time QoS in Mesh Networks", Ad hoc Networks Journal, 5(6), August 2007.
Sumit Singh, Federico Ziliotto, Upamanyu Madhow, Elizabeth M. Belding, and Mark Rodwell, "Millimeter Wave WPAN: Cross-Layer Modeling and Multihop Architecture", Proceedings of Infocom, Minisymposium, Anchorage, AL, May 2007.
Krishna Ramachandran, Irfan Sheriff, Elizabeth Belding, and Kevin Almeroth, "Routing Stability in Static Wireless Mesh Networks", Proceedings of Passive and Active Measurement (PAM) Workshop, Louvain-la-neuve, Belgium, April 2007. Best Paper Award.
Stefan Karpinski, Elizabeth M. Belding and Kevin C. Almeroth, "Towards Realistic Models of Wireless Workload", Proceedings of the 3rd International Workshop on Wireless Network Measurement (WiNMee), Limassol, Cyprus, April 2007.
Khaled Harras, Mike Wittie, Kevin Almeroth and Elizabeth Belding, "ParaNets: A Parallel Network Architecture for Challenged Networks", Proceedings of HotMobile, Phoenix, AZ, February 2007.
Irfan Sheriff, Prashanth Acharya, Ashwin Sampath, Ben Zhao and Elizabeth M. Belding, "Integrated Data Location in Multihop Wireless Networks", Proceedings of IEEE/Create-Net/ICST COMSWARE, Bangalore, India, January 2007.

2006

Ramya Raghavendra, Amit P. Jardosh, Elizabeth M. Belding, and Haitao Zheng, "IPAC: IP-based Adaptive Packet Concatenation for Multihop Wireless Networks", Proceedings of Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, October-November 2006.
Irfan Sheriff and Elizabeth Belding-Royer, "Multipath Selection in Multi-radio Mesh Networks", Proceedings of BroadNets, San Jose, Ca, October 2006.
Amit Jardosh, Kimaya Mittal, Krishna N. Ramachandran, Elizabeth M. Belding and Kevin Almeroth, "IQU: Practical Queue-based User Association Management for WLANs", Proceedings of MobiCom, Marina del Rey, Ca, September 2006.
Kimaya Mittal and Elizabeth M. Belding, "RTSS/CTSS: Mitigation of Exposed Terminals in Static 802.11-based Mesh Networks", Proceedings of WiMesh, Reston, VA, September 2006.
Sayantan Choudhury, Irfan Sheriff, Jerry Gibson and Elizabeth Belding-Royer, "Effect of Payload Length Variation and Retransmissions on Multimedia in WLANs", International Wireless Communications and Mobile Computing Conference (IWCMC), Vancouver, Canada, July 2006.
Henrik Lundgren, Krishna Ramachandran, Elizabeth Belding-Royer, Kevin Almeroth, Michael Benny, Andrew Hewatt, Alexander Touma and Amit Jardosh, "Experiences from the Design, Deployment, and Usage of the UCSB MeshNet Testbed", IEEE Wireless Communications Magazine, April 2006.
Krishna N. Ramachandran, Elizabeth M. Belding, Kevin C. Almeroth and Milind M. Buddhikot, "Interference-Aware Channel Assignment in Multi-Radio Wireless Mesh Networks", Proceedings of Infocom 2006, Barcelona, Spain, April 2006.
Kimaya Sanzgiri, Ian D. Chakeres and Elizabeth M. Belding-Royer, "The Utility of Perceptive Communication between Distant Wireless Nodes", Proceedings of TridentCom 2006, Barcelona, Spain, March 2006.
Kimaya Sanzgiri, Ian D. Chakeres and Elizabeth M. Belding-Royer, "Pre-Reply Probe and Route Request Tail: Approaches for Calculation of Intra-Flow Contention in Multihop Wireless Networks", Mobile Networks and Applications (MONET) Journal, 11(1), pp. 21-35, February 2006.

2005

Krishna Ramachandran, Milind M. Buddhikot, Girish Chandranmenon, Scott Miller, Elizabeth Belding-Royer and Kevin Almeroth, "On the Design and Implementation of Infrastructure Mesh Networks", Proceedings of WiMesh 2005, Santa Clara, CA, October 2005.
Amit P. Jardosh, Krishna N. Ramachandran, Kevin C. Almeroth and Elizabeth M. Belding-Royer, "Understanding Congestion in IEEE 802.11b Wireless Networks", Proceedings of the Internet Measurement Conference, Berkeley, CA, October 2005.
Amit P. Jardosh, Krishna N. Ramachandran, Kevin C. Almeroth and Elizabeth M. Belding-Royer, "Understanding Link-Layer Behavior in Highly Congested IEEE 802.11b Wireless Networks", Proceedings of E-WIND, Philadelphia, PA, August 2005.
Anders Lindgren and Elizabeth M. Belding-Royer, "Multi-Path Admission Control for Mobile Ad hoc Networks", Proceedings of Mobiquitous 2005, San Diego, CA, July 2005.
Yuan Sun, Irfan Sheriff, Elizabeth M. Belding-Royer and Kevin C. Almeroth, "An Experimental Study of Multimedia Traffic Performance in Mesh Networks", Proceedings of WitMeMo, Seattle, WA, June 2005.
Khaled A. Harras, Kevin C. Almeroth and Elizabeth M. Belding-Royer, "Delay Tolerant Mobile Networks (DTMNs): Controlled Flooding in Sparse Mobile Networks", Proceedings of Networking 2005, Waterloo, Ontario, Canada, May 2005.
Krishna Ramachandran, Kevin Almeroth and Elizabeth Belding-Royer, "A Novel Framework for the Management of Large-scale Wireless Network Testbeds", Proceedings of the 1st workshop on Wireless Networks Measurements (WinMee), Trentino, Italy, April 2005.
Ian Chakeres, Hui Dong, Elizabeth Belding-Royer, Allen Gersho and Jerry Gibson, "Allowing Bit Errors in Speech over Wireless LANs", Elsevier Computer Communication Journal, 28, pp. 1643-1657, March 2005.
Amit Jardosh, Elizabeth M. Belding-Royer, Kevin C. Almeroth and Subhash Suri, "Real-world Environment Models for Mobile Network Evaluation", Journal on Selected Areas in Communications special issue on Wireless Ad hoc Networks, March 2005.
Kimaya Sanzgiri, Daniel LaFlamme, Bridget Dahill, Brian N. Levine, Clay Shields, and Elizabeth M. Belding-Royer, "An Authenticated Routing Protocol for Secure Ad hoc Networks", Journal on Selected Areas in Communications special issue on Wireless Ad hoc Networks, March 2005.
Ian Chakeres and Elizabeth Belding-Royer, "AODV Implementation Design and Performance Evaluation", International Journal of Wireless and Mobile Computing, Issue 2/3, 2005.

2004

Sumit Gwalani, Kavitha Srinivasan, Giovanni Vigna, Elizabeth M. Beding-Royer and Richard Kemmerer, "An Intrusion Detection Tool for AODV-based Ad hoc Wireless Networks", Proceedings of the Annual Computer Security Applications Conference, Tucson, AZ, December 2004.
Yuan Sun, Elizabeth M. Belding-Royer, Xia Gao and James Kempf, "Real-Time Traffic Support in Large-Scale Mobile Ad hoc Networks", Proceedings of BroadWIM 2004, San Jose, CA, October 2004.
Kimaya Sanzgiri, Ian D. Chakeres and Elizabeth M. Belding-Royer, "Determining Intra-Flow Contention along Multihop Paths in Wireless Networks", Proceedings of Broadnets 2004 Wireless Networking Symposium, San Jose, CA, October 2004.
Ian D. Chakeres and Elizabeth M. Belding-Royer, "PAC: Perceptive Admission Control for Mobile Wireless Networks", Proceedings of the 1st International Conference on Quality of Service in Heterogeneous Wired/Wireless Networks (QShine), Dallas, TX, October 2004.
Yuan Sun, Xia Gao, Elizabeth M. Belding-Royer and James Kempf, "Model-based Resource Prediction for Multi-hop Wireless Networks", Proceedings of the 1st IEEE International Conference on Mobile Ad hoc and Sensor Systems (MASS), Ft. Lauderdale, FL, October 2004. Nominated for Best Paper Award.
Krishna Ramachandran, Elizabeth M. Belding-Royer and Kevin C. Almeroth, "DAMON: A Distributed Architecture for Monitoring Multi-hop Mobile Networks", Proceedings of the 1st IEEE International Conference on Sensor and Ad hoc Communications and Networks (SECON), Santa Clara, CA, October 2004.
Ian D. Chakeres and Elizabeth M. Belding-Royer, "Transparent Influence of Path Selection in Heterogeneous Ad hoc Networks", 15th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Barcelona, Spain, September 2004.
Camden Ho, Krishna Ramachandran, Kevin Almeroth and Elizabeth Belding-Royer, "A Scalable Framework for Wireless Network Monitoring", Proceedings of the 2nd ACM International Workshop on Wireless Mobile Applications and Services on WLAN Hotspots (WMASH), Philadelphia, PA, September 2004.
Ian D. Chakeres, Hui Dong, Elizabeth M. Belding-Royer, Allen Gersho and Jerry Gibson, "Allowing Errors in Speech over Wireless LANs", Proceedings of the 4th Workshop on Applications and Services in Wireless Networks (ASWN), Boston, MA, August 2004.
Kimaya Sanzgiri and Elizabeth M. Belding-Royer, "Leveraging Mobility to Improve Quality of Service in Mobile Networks", Proceedings of MobiQuitous 2004, Boston, MA, August 2004.
Christopher Shiflet, Elizabeth M. Belding-Royer and Charles E. Perkins, "Address Aggregation in Mobile Ad hoc Networks", Proceedings of the IEEE International Conference on Communications (ICC), Paris, France, June 2004.
Perumal Sambasivam, Ashwin Murthy and Elizabeth M. Belding-Royer, "Dynamically Adaptive Multipath Routing based on AODV", Proceedings of the 3rd Annual Mediterranean Ad hoc Networking Workshop (MedHocNet), Bodrum, Turkey, June 2004.
Uday Mohan, Kevin C. Almeroth and Elizabeth M. Belding-Royer, "Scalable Service Discovery in Mobile Ad hoc Networks", IFIP Networking 2004, Athens, Greece, May 2004.
Vineet Thanedar, Kevin C. Almeroth and Elizabeth M. Belding-Royer, "A Lightweight Content Replication Scheme for Mobile Ad hoc Pull-based Information Dissemination Environments", IFIP Networking 2004, Athens, Greece, May 2004.
Yuan Sun and Elizabeth M. Belding-Royer, "A Study of Dynamic Addressing Techniques in Mobile Ad hoc Networks", Wireless Communications and Mobile Computing, 4:315-329, April 2004.
Hui Dong, Ian D. Chakeres, Allen Gersho, Elizabeth M. Belding-Royer and Jerry D. Gibson, "Selective Bit-error Checking at the MAC Layer for Voice Over Mobile Ad hoc Networks with IEEE 802.11", Proceedings of the IEEE Wireless Communications and Networking Conference (WCNC), Atlanta, GA, March 2004.
Elizabeth M. Belding-Royer, "Escape from the Computer Lab: Education in Mobile Wireless Networks", Proceedings of the Workshop on Pervasive Computing Education (PerEd), Orlando, FL, March 2004.
Ian D. Chakeres and Elizabeth M. Belding-Royer, "AODV Routing Protocol Implementation Design", Proceedings of the International Workshop on Wireless Ad hoc Networking (WWAN), Tokyo, Japan, March 2004, pp. 698-703.

2003

Swaminathan Sundaramurthy and Elizabeth M. Belding-Royer, "The AD-MIX Protocol for Encouraging Participation in Mobile Ad hoc Networks", Proceedings of the International Conference on Network Protocols (ICNP), Atlanta, GA, pp.156-167, November 2003.
Hui Dong, Ian D. Chakeres, C.-H. Lin, Allen Gersho, Elizabeth Belding-Royer, U. Madhow and Jerry Gibson, "Speech Coding for Mobile Ad hoc Networks", Proceedings of the Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November 2003.
Amit Jardosh, Elizabeth M. Belding-Royer, Kevin C. Almeroth, and Subhash Suri, "Towards Realistic Mobility Models for Mobile Ad hoc Networks", Proceedings of MobiCom, San Diego, CA, pp. 217-229, September 2003.
Elizabeth M. Belding-Royer, "Multi-level Hierarchies for Scalable Ad hoc Routing", Wireless Networking (WINET), 9(5), pp. 461-478, September 2003.
Elizabeth M. Belding-Royer and Charles E. Perkins, "Evolution and Future Directions of the Ad hoc On-Demand Distance Vector Routing Protocol", Ad hoc Networks Journal, 1(1), pp. 125-150, July 2003.
Yuan Sun and Elizabeth M. Belding-Royer, "Application-Oriented Routing in Hybrid Wireless Networks", Next Generation Internet Symposium, held in conjunction with ICC, Anchorage, Alaska, May 2003.
Sumit Gwalani, Elizabeth M. Belding-Royer and Charles E. Perkins, "AODV-PA: AODV with Path Accumulation", Next Generation Internet Symposium, held in conjunction with ICC, Anchorage, Alaska, May 2003.
Sung-Ju Lee, Elizabeth M. Royer, and Charles E. Perkins, "Scalability Study of the Ad hoc On-Demand Distance Vector Routing Protocol", International Journal on Network Management, 13(2), March-April 2003.

2002

Kimaya Sanzgiri, Bridget Dahill, Brian N. Levine, Clay Shields, and Elizabeth M. Belding-Royer, "A Secure Routing Protocol for Ad hoc Networks", International Conference on Network Protocols (ICNP), Paris, France, November 2002.
Ian D. Chakeres and Elizabeth M. Belding-Royer, "The Utility of Hello Messages for Determining Link Connectivity", Proceedings of the 5th International Symposium on Wireless Personal Multimedia Communications (WPMC) 2002, Honolulu, Hawaii, October 2002. Excellent Paper Award.
Elizabeth M. Belding-Royer and Charles E. Perkins, "Transmission Range Effects on AODV Multicast Communication", ACM/Kluwer Mobile Networks and Applications special issue on Multipoint Communication in Wireless Mobile Networks, 7(6), pp. 455-470, 2002.
Elizabeth M. Belding-Royer, "Hierarchical Routing in Ad hoc Mobile Networks", Wireless Communication & Mobile Computing, 2(5), pp. 515-532, 2002.
Yuan Sun, Elizabeth M. Belding-Royer, and Charles E. Perkins, "Internet Connectivity for Ad hoc Mobile Networks", International Journal of Wireless Information Networks special issue on Mobile Ad hoc Networks, 9 (2), April 2002.

2001

Elizabeth M. Royer, P. Michael Melliar-Smith, and Louise E. Moser, "An Analysis of the Optimum Node Density for Ad hoc Mobile Networks", Proceedings of the IEEE International Conference on Communications, Helsinki, Finland, June 2001.
Samir R. Das, Charles E. Perkins, Elizabeth M. Royer and Mahesh K. Marina, "Performance Comparison of Two On-demand Routing Protocols for Ad hoc Networks", IEEE Personal Communications Magazine special issue on Ad hoc Networking, February 2001, pp. 16-28.

2000

Elizabeth M. Royer, "Routing in Ad hoc Mobile Networks: On-Demand and Hierarchical Strategies", Ph.D. Dissertation, December 2000.
Elizabeth M. Royer, Sung-Ju Lee and Charles E. Perkins, "The Effects of MAC Protocols on Ad hoc Network Communications", Proceedings of the IEEE Wireless Communications and Networking Conference, Chicago, IL, September 2000.
Elizabeth M. Royer and Charles E. Perkins, "An Implementation Study of the AODV Routing Protocol", Proceedings of the IEEE Wireless Communications and Networking Conference, Chicago, IL, September 2000.
Samir R. Das, Charles E. Perkins, and Elizabeth M. Royer, "Performance Comparison of Two On-demand Routing Protocols for Ad Hoc Networks", Proceedings of the IEEE Conference on Computer Communications (INFOCOM), Tel Aviv, Israel, March 2000, pp. 3-12.
Charles E. Perkins and Elizabeth M. Royer, "Ad hoc On-Demand Distance Vector Routing", Ad hoc Networking, Addison-Wesley Publishers, Ed. Charles Perkins, 2000.

1999

Elizabeth M. Royer and Charles E. Perkins, "Multicast Operation of the Ad-hoc On-Demand Distance Vector Routing Protocol", Proceedings of MobiCom '99, Seattle, WA, August 1999, pp. 207-218.
Elizabeth M. Royer and C.-K. Toh, "A Review of Current Routing Protocols for Ad-Hoc Mobile Wireless Networks", IEEE Personal Communications Magazine, April 1999, pp. 46-55.
Charles E. Perkins and Elizabeth M. Royer, "Ad-hoc On-Demand Distance Vector Routing", Proceedings of the 2nd IEEE Workshop on Mobile Computing Systems and Applications, New Orleans, LA, February 1999, pp. 90-100.