MARC details
| 000 -LEADER |
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| fixed length control field |
03418nam a22003377a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20260316144005.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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260316b |||||||| |||| 00| 0 eng d |
| 040 ## - CATALOGING SOURCE |
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| Transcribing agency |
TUPM |
| Description conventions |
rda |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
BTH TL 146 |
| Item number |
C33 2025 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
CABRERA, NATHANIEL R. |
| Relator term |
Author |
| 245 ## - TITLE STATEMENT |
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| Title |
Development of smart sense system for real-time driver monitoring/ |
| Statement of responsibility, etc. |
NATHANIEL R, CABRERA, RAY BENJAMIN M. BAGTAS, SAMANTHA RIEL A. CUBCUBIN, MICO and Gary M. Hetis.-- |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
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| Place of publication, distribution, etc. |
MANILA |
| Name of publisher, distributor, etc. |
TECHNOLOGICAL UNIVERSITY OF THE PHILIPPINES |
| Date of publication, distribution, etc. |
2025 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
x, 70 pages: |
| Dimensions |
29 cm |
| 336 ## - CONTENT TYPE |
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| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
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| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
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| Source |
rdacarrier |
| 500 ## - GENERAL NOTE |
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| General note |
Bachelor's Thesis |
| 502 ## - DISSERTATION NOTE |
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| Dissertation note |
College of Industrial Technology |
| Degree type |
Bachelor of Engineering Technology major in mechanical Engineering technology with an option automotive technology: |
| Name of granting institution |
Technological University of the Philippines |
| Year degree granted |
2025 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc. note |
Includes bibliographic references and index. |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc. |
This capstone study presented the design and development of a Smart Sense System for<br/>Real-Time Driver Monitoring, aligned with advancements in intelligent transportation<br/>systems and in-vehicle safety technologies. Road accidents caused by human factors—such<br/>as driver fatigue, abnormal physiological conditions, and alcohol intoxication—have<br/>continued to pose serious safety concerns due to the absence of integrated, real-time health<br/>assessment mechanisms in vehicles. Existing patented systems and empirical studies have<br/>explored driver monitoring using wearable devices, camera-based observation, or<br/>standalone alcohol-detection modules; however, many relied on single-parameter<br/>measurements and were highly dependent on visual analysis or continuous network<br/>connectivity. These limitations revealed a research gap in developing an affordable,<br/>integrated multi-sensor system capable of continuous driver health monitoring and timely<br/>safety intervention. The objectives of this study were to design, fabricate, and evaluate a<br/>real-time driver monitoring system capable of detecting vital signs, identifying alcohol<br/>impairment, and initiating automated emergency alerts. The research methodology<br/>involved system design, prototype fabrication, sensor integration, microcontroller<br/>programming, and controlled laboratory testing under simulated driving conditions.<br/>Experimental results demonstrated that the system achieved acceptable accuracy in heart<br/>rate and body temperature monitoring, correctly classified alcohol levels, effectively<br/>prevented vehicle ignition during unsafe driving conditions, and successfully transmitted<br/>emergency SMS alerts with GPS coordinates. Overall, the study contributed a proactive,<br/>health-based driver-monitoring approach that may benefit individual drivers, families, fleet<br/>operators, and the transport industry, while supporting road-safety initiatives and goals<br/>related to intelligent mobility and public health.<br/><br/>Keywords: Driver Monitoring System, Vital Sign Monitoring, Alcohol Detection,<br/>Emergency Alert System, Road Safety Technology |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Vital Sign Monitoring |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Road safe technolog |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Bachelor's Thesis |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
in-vihicles |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Bagtas, Ray Benjamin M |
| Relator term |
Author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Cubcubin, Samantha Riel M. |
| Relator term |
Author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Navarroza, Mico A. |
| Relator term |
Author |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Hetis, Gary M. |
| Relator term |
Author |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Bachelor's Thesis CIT |
| Suppress in OPAC |
No |