Research Challenges for Energy-Efficient Computing in Automated Vehicles

被引：1

作者：

Dick, Robert P. ^{[1
]}

Aitken, Rob ^{[2
]}

Mogill, Jace ^{[3
]}

Strachan, John Paul ^{[4
]}

Bresniker, Kirk ^{[5
]}

Lu, Wei ^{[6
]}

Nakahira, Yorie ^{[7
]}

Li, Zhiyong ^{[8
]}

Marinella, Matthew J. ^{[9
]}

Severa, William ^{[10
]}

Talin, A. Alec ^{[11
]}

Vineyard, Craig M. ^{[12
]}

Kumar, Suhas ^{[13
]}

Mailhiot, Christian ^{[14
]}

Klebanoff, Lennie ^{[15
]}

机构：

[1] Univ Michigan, Elect Engn & Comp Sci, Ann Arbor, MI 48104 USA

[2] Arm Res, San Jose, CA USA

[3] USDR Energy Efficient Adv Comp work Grp Gen Motors, USCAR, Detroit, MI USA

[4] Forschungszentrum Julich GmbH, Peter Grunberg Inst Neuromorph Compute Nodes PGI 1, Lich, Germany

[5] Hewlett Packard Labs, Chief Architect, Milpitas, CA USA

[6] Univ Michigan, Elect Engn & Comp Sci Dept, Ann Arbor, MI USA

[7] Carnegie Mellon Univ, Dept Elect & Comp Engn, Pittsburgh, PA USA

[8] Sandia Natl Labs Appl Mat, Santa Clara, CA USA

[9] Arizona State Univ, Sch Elect Comp & Energy Engn, Tempe, AZ USA

[10] Sandia Natl Labs, Albuquerque, NM USA

[11] Sandia Natl Labs, Livermore, CA USA

[12] Sandia Natl Labs, Res & Dev Natl Secur, Albuquerque, NM USA

[13] Sandia Natl Labs, Livermore, CA USA

[14] Sandia Natl Labs, Mat Res Grp, Livermore, CA USA

[15] Sandia Natl Labs, Tech Staff, Livermore, CA USA

来源：

COMPUTER | 2023年 / 56卷 / 03期

关键词：

Thermal management; Reliability engineering; Real-time systems; Sensors; Safety; Planning; Energy efficient computing;

D O I：

10.1109/MC.2022.3180987

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Fully automated retail vehicles will have stringent, real-time operational safety, sensing, communication, inference, planning, and control requirements. Meeting them with existing technologies will impose prohibitive energy-provisioning and thermal management requirements. This article summarizes the research challenges facing the designers of computationally energy-efficient, economical, safe, and reliable automated retail vehicles.

引用

页码：47 / 58

页数：12

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