SCC: Leveraging Autonomous Shared Vehicles for Greater Community Health, Equity, Livability, and Prosperity (HELP)
SCC: Leveraging Autonomous Shared Vehicles for Greater Community Health, Equity, Livability, and Prosperity (HELP)
批准号:
1831140
负责人:
Zhi-Li Zhang
金额:
$175.09万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-09-15 至 2023-08-31
中文摘要
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英文摘要
This Smart & Connected Communities (SCC) grant supports fundamental research on a critical challenge facing many cities and communities: how to leverage the emerging autonomous vehicles (AVs) to re-think and re-design future transportation services and enable smart and connected communities where everyone benefits. The research envisages an ambitious "smart cloud commuting system" (SCCS) based on giant pools of shared AVs. The envisaged SCCS has the potential to bring about far-reaching societal changes. It will provide inexpensive mobility services to all people especially people with socio-economic disadvantages, help build stronger family and community ties, and boost economic productivity and equity by mitigating or removing mobility constraints. The research will be carried out in conjunction with five community engagement pilot projects, directly contributing to US prosperity and well-being. The research involves multiple disciplines, including transportation, computer science, data science, operations research, urban design, and public policy. The multi-disciplinary approach will help broaden participation of underrepresented groups in research, and enrich students' educational experience across science, engineering, urban design, and public policy. The goal of the project is two-fold: (1) to study the feasibility, economic viability, architectural and operational designs of the envisaged SCCS; and (2) to analyze the socioeconomic challenges in realizing the envisaged SCCS to serve communities with diverse socioeconomic backgrounds. In support of these goals, the project will leverage new and emerging data on travel demand, user preferences, and activity-travel constraints to quantify system efficiency gains that can be attained from time-sharing and intelligent control of AVs as well as from ride-sharing and smart trip scheduling of users. The research will also develop optimization models and algorithms that account for essential tradeoffs, including cost, quality of service, and congestion in deciding how best to deploy AVs geographically and temporally, leading to the identification of optimal AV fleet architectures and optimal operational policies. The research will also investigate, using micro-economic/game-theoretic analysis of the incentives of both users and service providers, likely scenarios of vehicle ownership and market structures and study the impact of each scenario on traffic measures including vehicle ownership and traffic volumes as well as societal measures including community health, equity, livability, and prosperity. This research will generate fundamental knowledge on the socioeconomic opportunities and impacts of the envisaged SCCS with shared AVs, and develop guidelines for adapting the design, deployment, and operation of AVs for future smart cities.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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xGAIL: Explainable Generative Adversarial Imitation Learning for Explainable Human Decision Analysis
DOI:
10.1145/3394486.3403186
发表时间:
2020-07
期刊:
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining
影响因子:
--
作者:
[Menghai Pan;Weixiao Huang;Yanhua Li;Xun Zhou;Jun Luo]
通讯作者:
Menghai Pan;Weixiao Huang;Yanhua Li;Xun Zhou;Jun Luo
DOI:
10.1007/s11067-019-09476-3
发表时间:
2020-03-01
期刊:
NETWORKS & SPATIAL ECONOMICS
影响因子:
2.4
作者:
[Hajdu, Laszlo, Bota, Andras, Gardner, Lauren M.]
通讯作者:
Gardner, Lauren M.
Interactive Bike Lane Planning Using Sharing Bikes' Trajectories
使用共享自行车轨迹进行交互式自行车道规划
DOI:
10.1109/tkde.2019.2907091
发表时间:
2020-08-01
期刊:
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
影响因子:
8.9
作者:
[He, Tianfu, Bao, Jie, Zheng, Yu]
通讯作者:
Zheng, Yu
DOI:
10.1109/cdc40024.2019.9029286
发表时间:
2019-12
期刊:
2019 IEEE 58th Conference on Decision and Control (CDC)
影响因子:
--
作者:
[Guojun Wu;Yanhua Li;Jun Luo]
通讯作者:
Guojun Wu;Yanhua Li;Jun Luo
DOI:
10.1145/3565473.3569186
发表时间:
2022-12
期刊:
Proceedings of the 1st International Workshop on Graph Neural Networking
影响因子:
--
作者:
[Wei Ye;Xinyue Hu;Tian Liu;Ruoyu Sun;Yanhua Li;Zhi-Li Zhang]
通讯作者:
Wei Ye;Xinyue Hu;Tian Liu;Ruoyu Sun;Yanhua Li;Zhi-Li Zhang
共 36 条
Collaborative Research: CISE: Large: Integrated Networking, Edge System and AI Support for Resilient and Safety-Critical Tele-Operations of Autonomous Vehicles
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批准号:2321531
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项目类别:Continuing Grant
-
资助金额:$282.5万
-
财政年份:2023
-
负责人:Zhi-Li Zhang
-
依托单位:
Collaborative Research:SWIFT: Exploiting Application Semantics in Intelligent Cross-Layer Design to Enhance End-to-End Spectrum Efficiency
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批准号:2128489
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项目类别:Standard Grant
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资助金额:$44.5万
-
财政年份:2021
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负责人:Zhi-Li Zhang
-
依托单位:
CNS Core:Medium: NFLambda -- A Granular, Scalable and Secure NFV Framework for High Performance Packet Processing at 100 Gbps and Beyond
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批准号:2106771
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项目类别:Standard Grant
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资助金额:$120.0万
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财政年份:2021
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负责人:Zhi-Li Zhang
-
依托单位:
CNS Core: Medium: Collaborative: Exploring and Exploiting Learning for Efficient Network Control: Non-Stationarity, Inter-Dependence, and Domain-Knowledge
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批准号:1901103
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项目类别:Standard Grant
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资助金额:$33.13万
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财政年份:2019
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负责人:Zhi-Li Zhang
-
依托单位:
ICE-T:RC: Accelerating NFV Service Function Chain Processing at Scale
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批准号:1836772
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项目类别:Standard Grant
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资助金额:$29.99万
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财政年份:2018
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负责人:Zhi-Li Zhang
-
依托单位:
NeTS: Small: Collaborative Research: Lightweight Adaptive Algorithms for Network Optimization at Scale towards Emerging Services
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批准号:1814322
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项目类别:Standard Grant
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资助金额:$22.77万
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财政年份:2018
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负责人:Zhi-Li Zhang
-
依托单位:
NeTS: Small: Exerting Logically Centralized Control over Legacy Switches via Incremental SDN Deployment
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批准号:1618339
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项目类别:Standard Grant
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资助金额:$35.0万
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财政年份:2016
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负责人:Zhi-Li Zhang
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依托单位:
NeTS: Small: Diverse and Resilient Beyond Paths
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批准号:1617729
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项目类别:Standard Grant
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资助金额:$30.0万
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财政年份:2016
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负责人:Zhi-Li Zhang
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依托单位:
NeTS: Large: Collaborative Research: Complex Interactions in the Content Distribution Ecosystem
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批准号:1411636
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项目类别:Continuing Grant
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资助金额:$64.37万
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财政年份:2014
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负责人:Zhi-Li Zhang
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依托单位:
NeTS: Small: Understanding, Managing and Trouble-Shooting the Evolving Cellular Data Networks
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批准号:1117536
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项目类别:Standard Grant
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资助金额:$30.0万
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财政年份:2011
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负责人:Zhi-Li Zhang
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依托单位:
NeTS: Small: VIRO: Highly Scalable, Robust and Namespace Independent Routing for Future Networks
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批准号:1017092
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项目类别:Standard Grant
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资助金额:$42.0万
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财政年份:2010
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负责人:Zhi-Li Zhang
-
依托单位:
NeTSE: Small: Spatio-Temporal Network Traffic Dynamics and Interactions of Social-Technical Networks
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批准号:1017647
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项目类别:Standard Grant
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资助金额:$50.0万
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财政年份:2010
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负责人:Zhi-Li Zhang
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依托单位:
NeTS: Medium: Collaborative Research: Towards Versatile and Programmable Measurement Architecture for Future Networks
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批准号:0905037
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项目类别:Standard Grant
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资助金额:$20.0万
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财政年份:2009
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负责人:Zhi-Li Zhang
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依托单位:
CRI: IAD Research Infrastructure for Emerging Networked Systems and Applications
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批准号:0709048
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项目类别:Continuing Grant
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资助金额:$20.0万
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财政年份:2007
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负责人:Zhi-Li Zhang
-
依托单位:
Collaborative Research: FIND - On the Economic Viability of Network Architectures
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批准号:0721510
-
项目类别:Continuing Grant
-
资助金额:$55.0万
-
财政年份:2007
-
负责人:Zhi-Li Zhang
-
依托单位:
NSF Student Travel Support for IEEE INFOCOM 2006
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批准号:0620260
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项目类别:Standard Grant
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资助金额:$2.5万
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财政年份:2006
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负责人:Zhi-Li Zhang
-
依托单位:
Collaborative Research: NeTS-FIND: A Framework for Manageability in Future Routing Systems
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批准号:0626808
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项目类别:Continuing Grant
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资助金额:$25.0万
-
财政年份:2006
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负责人:Zhi-Li Zhang
-
依托单位:
UMSSIA: University of Minnesota Summer School for Information Assurance
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批准号:0621324
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项目类别:Standard Grant
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资助金额:$20.0万
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财政年份:2006
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负责人:Zhi-Li Zhang
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依托单位:
NeTS-NBD: Behavior Modeling and Profiling for Internet Traffic
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批准号:0626812
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项目类别:Continuing Grant
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资助金额:$30.0万
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财政年份:2006
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负责人:Zhi-Li Zhang
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依托单位:
NeTS-NR: Towards a Service-Oriented Internet
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批准号:0435444
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项目类别:Continuing Grant
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资助金额:$34.98万
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财政年份:2004
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负责人:Zhi-Li Zhang
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依托单位:
海外基金