CPS: Medium: Rethinking Communication and Control for Low-Latency, High Reliability loT Devices
CPS: Medium: Rethinking Communication and Control for Low-Latency, High Reliability loT Devices
批准号:
1837253
负责人:
George Pappas
金额:
$100.0万
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:
2018-09-01 至 2022-08-31
中文摘要
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英文摘要
The internet-of-things (IoT) revolution is bringing millions of physical devices online (e.g. cars, UAVs, homes, medical devices), enabling them to connect to each other in real-time, as well as to cloud services. Wireless communication will be critical in providing IoT connectivity. There are three main strategic directions that are envisioned in the future wireless networking. First, enhanced mobile broadband will result in even larger data rates for future 3D applications such as virtual reality. Second, Smart City/Community applications require large number of sensors that communicate sporadically over large urban or rural areas in a scalable, asynchronous, and energy efficient manner. The previous two directions, while important, are not the focus of our proposal. Instead, our proposal focuses on low-latency and ultra-reliable communications and networking that is critical for latency-sensitive, closed-loop control applications, like vehicle to vehicle communications, collaborative swam planning, and industrial control. In such latency sensitive applications, we need to rethink the networking stack, coding, networking architecture, and control design to enable communications and networking that can provide ultra-low latency (99.999%). This is far beyond what is currently possible. But even more importantly, we do not know what is possible and what are the fundamental limits for control system design over low-latency, high-reliability communications.In this proposal, we will be rethinking the scientific foundations for ultra-reliable, low-latency wireless communications for latency sensitive control applications. We propose to achieve our scientific agenda by addressing three intellectual challenges: 1) Low-latency channel coding, where the goal is to focus on short packet codes for control loops 2) Control over low latency-aware communication channels, where the goal is to understand the what is the optimal tradeoff of latency to reliability for control loops and 3) Learning for Large Scale Wireless Control Networks, where machine learning will perform resource allocation for large numbers of control loops with competing latency/reliability requirements We intend to evaluate the proposed research agenda by leveraging our existing Intel Science and Technology Center (ISTC) on Wireless Autonomous Systems and demonstrate our ideas in future wireless protocols (IEEE 802.11ax) and experimentally demonstrate it in high-speed V2V and fast formation control with aerial swarms. On the educational front, the University of Pennsylvania is planning to offer a Micro-Masters program in Internet of Things (IoT) on the edX MOOC platform. Longer term, our goal is to create a new community of researchers that focus on control over low-latency wireless networks for IoT devices. Towards this goal, we plan on leveraging departmental efforts to increase and diversify the PhD students working on this project.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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DOI:
10.1109/tsp.2018.2890056
发表时间:
2019-03-01
期刊:
IEEE TRANSACTIONS ON SIGNAL PROCESSING
影响因子:
5.4
作者:
[Eisen, Mark, Gatsis, Konstantinos, Ribeiro, Alejandro]
通讯作者:
Ribeiro, Alejandro
DOI:
10.1109/jiot.2019.2909198
发表时间:
2018-11
期刊:
IEEE Internet of Things Journal
影响因子:
10.6
作者:
[Mark Eisen;M. M. Rashid-M.;Konstantinos Gatsis;D. Cavalcanti;N. Himayat;Alejandro Ribeiro]
通讯作者:
Mark Eisen;M. M. Rashid-M.;Konstantinos Gatsis;D. Cavalcanti;N. Himayat;Alejandro Ribeiro
DOI:
10.1109/tsp.2020.2988255
发表时间:
2020-01-01
期刊:
IEEE TRANSACTIONS ON SIGNAL PROCESSING
影响因子:
5.4
作者:
[Eisen, Mark, Ribeiro, Alejandro]
通讯作者:
Ribeiro, Alejandro
DOI:
10.1109/tsp.2019.2908906
发表时间:
2019-05-15
期刊:
IEEE TRANSACTIONS ON SIGNAL PROCESSING
影响因子:
5.4
作者:
[Eisen, Mark, Zhang, Clark, Ribeiro, Alejandro]
通讯作者:
Ribeiro, Alejandro
CPS: TTP Option: Medium: Collaborative Research: Smoothing Traffic via Energy-efficient Autonomous Driving (STEAD)
-
批准号:1837210
-
项目类别:Standard Grant
-
资助金额:$23.0万
-
财政年份:2019
-
负责人:George Pappas
-
依托单位:
Symposium:Electrical and Computer Engineering Research Community Planning Grant
-
批准号:1654985
-
项目类别:Standard Grant
-
资助金额:$9.92万
-
财政年份:2017
-
负责人:George Pappas
-
依托单位:
CPS: Synergy: Collaborative Research: Multiple-Level Predictive Control of Mobile Cyber Physical Systems with Correlated Context
-
批准号:1239152
-
项目类别:Standard Grant
-
资助金额:$31.7万
-
财政年份:2012
-
负责人:George Pappas
-
依托单位:
CPS: Medium: Quantitative Analysis and Design of Control Networks
-
批准号:0931239
-
项目类别:Standard Grant
-
资助金额:$150.0万
-
财政年份:2009
-
负责人:George Pappas
-
依托单位:
CSR--EHS: Robust Testing by Testing Robustness of Embedded Systems
-
批准号:0720518
-
项目类别:Continuing Grant
-
资助金额:$50.0万
-
财政年份:2007
-
负责人:George Pappas
-
依托单位:
High Confidence Medical Device Software and Systems Workshop (HCMDSS) 2005; Philadelphia, PA
-
批准号:0532968
-
项目类别:Standard Grant
-
资助金额:$4.9万
-
财政年份:2005
-
负责人:George Pappas
-
依托单位:
Algorithmic Synthesis of Embedded Controllers
-
批准号:0311123
-
项目类别:Continuing Grant
-
资助金额:$19.31万
-
财政年份:2003
-
负责人:George Pappas
-
依托单位:
PECASE: Hierarchical Abstractions of Hybrid Systems
-
批准号:0132716
-
项目类别:Continuing Grant
-
资助金额:$37.5万
-
财政年份:2002
-
负责人:George Pappas
-
依托单位:
Morphological Substrates of Synaptic Transmission
-
批准号:8406724
-
项目类别:Continuing Grant
-
资助金额:$19.3万
-
财政年份:1984
-
负责人:George Pappas
-
依托单位:
Morphological Substrates of Synaptic Transmission
-
批准号:8004688
-
项目类别:Standard Grant
-
资助金额:$3.19万
-
财政年份:1981
-
负责人:George Pappas
-
依托单位:
Morphological Substrates of Synaptic Transmission
-
批准号:7728493
-
项目类别:Standard Grant
-
资助金额:$7.72万
-
财政年份:1977
-
负责人:George Pappas
-
依托单位:
海外基金