Automatic detection system of micro sleeps of car drivers based on EEG analysis

Leon Rothkrantz

doi:10.1145/2983468.2983487

Automatic detection system of micro sleeps of car drivers based on EEG analysis

Interactive Intelligence

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

1 Citation (Scopus)

Abstract

Many car incidents happen because the driver falls asleep. The onset of micro-sleeps can be detected by decreasing activity of alpha brain waves and increasing activity of delta brain waves. To develop an automated system for micro-sleeps detection an analysis tool for EEG recordings has been developed. The system has been tested in several experiments of drivers in a car simulator. The developed prototype, experiments and experimental results will be reported in this paper.

Original language	English
Title of host publication	CompSysTech'16
Subtitle of host publication	Proceedings of the 17th International Conference on Computer Systems and Technologies 2016
Editors	B. Rachev, A. Smrikarov
Place of Publication	New York
Publisher	Association for Computing Machinery (ACM)
Pages	214-221
Number of pages	13
ISBN (Electronic)	978-1-4503-4182-0
DOIs	https://doi.org/10.1145/2983468.2983487
Publication status	Published - 23 Jun 2016
Event	The 17th International Conference on Computer Systems and Technologies 2016 - Palermo, Italy Duration: 23 Jun 2016 → 24 Jun 2016 http://dl.acm.org/event.cfm?id=RE248&CFID=651102230&CFTOKEN=62460343

Conference

Conference	The 17th International Conference on Computer Systems and Technologies 2016
Abbreviated title	CompSysTech '16
Country/Territory	Italy
City	Palermo
Period	23/06/16 → 24/06/16
Internet address	http://dl.acm.org/event.cfm?id=RE248&CFID=651102230&CFTOKEN=62460343

Keywords

Brain-computing
Computer Systems
EEG Analysis
Car Simulator
Experiments
Microprocessor

Access to Document

10.1145/2983468.2983487

Cite this

@inproceedings{318c0c2b15234325bd66dfe51c91931d,

title = "Automatic detection system of micro sleeps of car drivers based on EEG analysis",

abstract = "Many car incidents happen because the driver falls asleep. The onset of micro-sleeps can be detected by decreasing activity of alpha brain waves and increasing activity of delta brain waves. To develop an automated system for micro-sleeps detection an analysis tool for EEG recordings has been developed. The system has been tested in several experiments of drivers in a car simulator. The developed prototype, experiments and experimental results will be reported in this paper.",

keywords = "Brain-computing, Computer Systems, EEG Analysis, Car Simulator, Experiments, Microprocessor",

author = "Leon Rothkrantz",

year = "2016",

month = jun,

day = "23",

doi = "10.1145/2983468.2983487",

language = "English",

pages = "214--221",

editor = "B. Rachev and A. Smrikarov",

booktitle = "CompSysTech'16",

publisher = "Association for Computing Machinery (ACM)",

address = "United States",

note = "The 17th International Conference on Computer Systems and Technologies 2016, CompSysTech '16 ; Conference date: 23-06-2016 Through 24-06-2016",

url = "http://dl.acm.org/event.cfm?id=RE248&CFID=651102230&CFTOKEN=62460343",

}

Rothkrantz, L 2016, Automatic detection system of micro sleeps of car drivers based on EEG analysis. in B Rachev & A Smrikarov (eds), CompSysTech'16: Proceedings of the 17th International Conference on Computer Systems and Technologies 2016. Association for Computing Machinery (ACM), New York, pp. 214-221, The 17th International Conference on Computer Systems and Technologies 2016, Palermo, Italy, 23/06/16. https://doi.org/10.1145/2983468.2983487

Automatic detection system of micro sleeps of car drivers based on EEG analysis. / Rothkrantz, Leon.
CompSysTech'16: Proceedings of the 17th International Conference on Computer Systems and Technologies 2016. ed. / B. Rachev; A. Smrikarov. New York: Association for Computing Machinery (ACM), 2016. p. 214-221.

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Automatic detection system of micro sleeps of car drivers based on EEG analysis

AU - Rothkrantz, Leon

PY - 2016/6/23

Y1 - 2016/6/23

N2 - Many car incidents happen because the driver falls asleep. The onset of micro-sleeps can be detected by decreasing activity of alpha brain waves and increasing activity of delta brain waves. To develop an automated system for micro-sleeps detection an analysis tool for EEG recordings has been developed. The system has been tested in several experiments of drivers in a car simulator. The developed prototype, experiments and experimental results will be reported in this paper.

AB - Many car incidents happen because the driver falls asleep. The onset of micro-sleeps can be detected by decreasing activity of alpha brain waves and increasing activity of delta brain waves. To develop an automated system for micro-sleeps detection an analysis tool for EEG recordings has been developed. The system has been tested in several experiments of drivers in a car simulator. The developed prototype, experiments and experimental results will be reported in this paper.

KW - Brain-computing

KW - Computer Systems

KW - EEG Analysis

KW - Car Simulator

KW - Experiments

KW - Microprocessor

U2 - 10.1145/2983468.2983487

DO - 10.1145/2983468.2983487

M3 - Conference contribution

SP - 214

EP - 221

BT - CompSysTech'16

A2 - Rachev, B.

A2 - Smrikarov, A.

PB - Association for Computing Machinery (ACM)

CY - New York

T2 - The 17th International Conference on Computer Systems and Technologies 2016

Y2 - 23 June 2016 through 24 June 2016

ER -

Automatic detection system of micro sleeps of car drivers based on EEG analysis

Abstract

Conference

Keywords

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